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path: root/.venv/lib/python3.12/site-packages/numpy/random/mtrand.cpython-312-x86_64-linux-gnu.so
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ofshex dumpascii
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2040 08 00 00 00 00 00 00 00 b0 33 01 00 00 00 00 00 08 ad 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 .........3......................
2060 08 ad 0a 00 00 00 00 00 c8 b4 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 5b b8 05 00 00 00 00 00 ........................[.......
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21a0 58 b6 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 00 b7 0a 00 00 00 00 00 88 b6 0a 00 00 00 00 00 X...............................
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21e0 80 34 01 00 00 00 00 00 00 b7 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 eb b9 05 00 00 00 00 00 .4..............................
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24c0 08 00 00 00 00 00 00 00 e0 84 01 00 00 00 00 00 b8 b8 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................................
24e0 60 b4 07 00 00 00 00 00 c0 b8 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 a0 b4 05 00 00 00 00 00 `...............................
2500 c8 b8 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 30 82 01 00 00 00 00 00 d8 b8 0a 00 00 00 00 00 ................0...............
2520 08 00 00 00 00 00 00 00 20 b0 07 00 00 00 00 00 e0 b8 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................................
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2560 f8 b8 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 c0 aa 07 00 00 00 00 00 00 b9 0a 00 00 00 00 00 ................................
2580 08 00 00 00 00 00 00 00 9f b9 05 00 00 00 00 00 08 b9 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................................
25a0 60 d0 04 00 00 00 00 00 18 b9 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 40 9f 07 00 00 00 00 00 `.......................@.......
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25e0 08 00 00 00 00 00 00 00 50 5e 03 00 00 00 00 00 38 b9 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ........P^......8...............
2600 a0 9c 07 00 00 00 00 00 40 b9 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 56 b9 05 00 00 00 00 00 ........@...............V.......
2620 48 b9 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 80 6c 03 00 00 00 00 00 58 b9 0a 00 00 00 00 00 H................l......X.......
2640 08 00 00 00 00 00 00 00 c0 8e 07 00 00 00 00 00 60 b9 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................`...............
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26a0 08 00 00 00 00 00 00 00 5d b8 05 00 00 00 00 00 88 b9 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ........].......................
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26e0 a0 b9 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 2c b5 05 00 00 00 00 00 a8 b9 0a 00 00 00 00 00 ................,...............
2700 08 00 00 00 00 00 00 00 90 d6 01 00 00 00 00 00 b8 b9 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................................
2720 e0 72 07 00 00 00 00 00 c0 b9 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 fc b8 05 00 00 00 00 00 .r..............................
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2780 90 b4 05 00 00 00 00 00 e8 b9 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 80 7f 01 00 00 00 00 00 ................................
27a0 f8 b9 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 40 5f 07 00 00 00 00 00 00 ba 0a 00 00 00 00 00 ................@_..............
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27e0 10 95 04 00 00 00 00 00 18 ba 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 60 4f 07 00 00 00 00 00 ........................`O......
2800 20 ba 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 43 b5 05 00 00 00 00 00 28 ba 0a 00 00 00 00 00 ................C.......(.......
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2840 40 44 07 00 00 00 00 00 40 ba 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 4c b5 05 00 00 00 00 00 @D......@...............L.......
2860 48 ba 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 30 7b 01 00 00 00 00 00 58 ba 0a 00 00 00 00 00 H...............0{......X.......
2880 08 00 00 00 00 00 00 00 20 38 07 00 00 00 00 00 60 ba 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 .........8......`...............
28a0 8e b4 05 00 00 00 00 00 68 ba 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 d0 a3 01 00 00 00 00 00 ........h.......................
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2900 b0 73 01 00 00 00 00 00 98 ba 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 80 1c 07 00 00 00 00 00 .s..............................
2920 a0 ba 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 04 b5 05 00 00 00 00 00 a8 ba 0a 00 00 00 00 00 ................................
2940 08 00 00 00 00 00 00 00 50 21 02 00 00 00 00 00 b8 ba 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ........P!......................
2960 40 13 07 00 00 00 00 00 c0 ba 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 f9 b4 05 00 00 00 00 00 @...............................
2980 c8 ba 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 b0 9c 01 00 00 00 00 00 d8 ba 0a 00 00 00 00 00 ................................
29a0 08 00 00 00 00 00 00 00 20 07 07 00 00 00 00 00 e0 ba 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................................
29c0 73 b4 05 00 00 00 00 00 e8 ba 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 f0 70 01 00 00 00 00 00 s........................p......
29e0 f8 ba 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 c0 fc 06 00 00 00 00 00 00 bb 0a 00 00 00 00 00 ................................
2a00 08 00 00 00 00 00 00 00 52 b5 05 00 00 00 00 00 08 bb 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ........R.......................
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2aa0 48 bb 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 40 04 02 00 00 00 00 00 58 bb 0a 00 00 00 00 00 H...............@.......X.......
2ac0 08 00 00 00 00 00 00 00 00 ce 06 00 00 00 00 00 60 bb 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................`...............
2ae0 63 b5 05 00 00 00 00 00 68 bb 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 80 1b 02 00 00 00 00 00 c.......h.......................
2b00 78 bb 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 00 c0 06 00 00 00 00 00 80 bb 0a 00 00 00 00 00 x...............................
2b20 08 00 00 00 00 00 00 00 5d b5 05 00 00 00 00 00 88 bb 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ........].......................
2b40 b0 15 02 00 00 00 00 00 98 bb 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 00 b2 06 00 00 00 00 00 ................................
2b60 a0 bb 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 6b b4 05 00 00 00 00 00 a8 bb 0a 00 00 00 00 00 ................k...............
2b80 08 00 00 00 00 00 00 00 50 6c 01 00 00 00 00 00 b8 bb 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ........Pl......................
2ba0 20 a4 06 00 00 00 00 00 c0 bb 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 98 b9 05 00 00 00 00 00 ................................
2bc0 c8 bb 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 60 c9 04 00 00 00 00 00 d8 bb 0a 00 00 00 00 00 ................`...............
2be0 08 00 00 00 00 00 00 00 e0 90 06 00 00 00 00 00 e0 bb 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................................
2c00 8f b9 05 00 00 00 00 00 e8 bb 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 60 c2 04 00 00 00 00 00 ........................`.......
2c20 f8 bb 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 60 84 06 00 00 00 00 00 00 bc 0a 00 00 00 00 00 ................`...............
2c40 08 00 00 00 00 00 00 00 61 b4 05 00 00 00 00 00 08 bc 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ........a.......................
2c60 b0 67 01 00 00 00 00 00 18 bc 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 80 72 06 00 00 00 00 00 .g.......................r......
2c80 20 bc 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 40 b4 05 00 00 00 00 00 28 bc 0a 00 00 00 00 00 ................@.......(.......
2ca0 08 00 00 00 00 00 00 00 50 64 01 00 00 00 00 00 38 bc 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ........Pd......8...............
2cc0 60 68 06 00 00 00 00 00 40 bc 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 0e b5 05 00 00 00 00 00 `h......@.......................
2ce0 48 bc 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 f0 aa 01 00 00 00 00 00 58 bc 0a 00 00 00 00 00 H.......................X.......
2d00 08 00 00 00 00 00 00 00 e0 5c 06 00 00 00 00 00 60 bc 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 .........\......`...............
2d20 6c b9 05 00 00 00 00 00 68 bc 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 a0 5a 04 00 00 00 00 00 l.......h................Z......
2d40 78 bc 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 40 52 06 00 00 00 00 00 80 bc 0a 00 00 00 00 00 x...............@R..............
2d60 08 00 00 00 00 00 00 00 c8 b8 05 00 00 00 00 00 88 bc 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................................
2d80 f0 f5 04 00 00 00 00 00 98 bc 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 20 43 06 00 00 00 00 00 .........................C......
2da0 a0 bc 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 bf b8 05 00 00 00 00 00 a8 bc 0a 00 00 00 00 00 ................................
2dc0 08 00 00 00 00 00 00 00 50 83 02 00 00 00 00 00 b8 bc 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ........P.......................
2de0 a0 35 06 00 00 00 00 00 c0 bc 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 b7 b8 05 00 00 00 00 00 .5..............................
2e00 c8 bc 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 a0 7f 02 00 00 00 00 00 d8 bc 0a 00 00 00 00 00 ................................
2e20 08 00 00 00 00 00 00 00 a0 2b 06 00 00 00 00 00 e0 bc 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 .........+......................
2e40 b2 b8 05 00 00 00 00 00 e8 bc 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 70 79 02 00 00 00 00 00 ........................py......
2e60 f8 bc 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 c0 1f 06 00 00 00 00 00 00 bd 0a 00 00 00 00 00 ................................
2e80 08 00 00 00 00 00 00 00 62 b9 05 00 00 00 00 00 08 bd 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ........b.......................
2ea0 40 73 02 00 00 00 00 00 18 bd 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 40 18 06 00 00 00 00 00 @s......................@.......
2ec0 20 bd 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 5d b9 05 00 00 00 00 00 28 bd 0a 00 00 00 00 00 ................].......(.......
2ee0 08 00 00 00 00 00 00 00 c0 36 04 00 00 00 00 00 38 bd 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 .........6......8...............
2f00 c0 07 06 00 00 00 00 00 40 bd 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 a8 b8 05 00 00 00 00 00 ........@.......................
2f20 48 bd 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 10 6d 02 00 00 00 00 00 58 bd 0a 00 00 00 00 00 H................m......X.......
2f40 08 00 00 00 00 00 00 00 c0 fb 05 00 00 00 00 00 60 bd 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................`...............
2f60 16 b9 05 00 00 00 00 00 68 bd 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 e0 df 02 00 00 00 00 00 ........h.......................
2f80 78 bd 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 c0 e5 05 00 00 00 00 00 80 bd 0a 00 00 00 00 00 x...............................
2fa0 08 00 00 00 00 00 00 00 83 b9 05 00 00 00 00 00 88 bd 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................................
2fc0 10 9c 04 00 00 00 00 00 98 bd 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 60 d9 05 00 00 00 00 00 ........................`.......
2fe0 a0 bd 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 32 b9 05 00 00 00 00 00 a8 bd 0a 00 00 00 00 00 ................2...............
3000 08 00 00 00 00 00 00 00 d0 3c 03 00 00 00 00 00 b8 bd 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 .........<......................
3020 e0 cc 05 00 00 00 00 00 c0 bd 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 84 b5 05 00 00 00 00 00 ................................
3040 c8 bd 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 a0 29 02 00 00 00 00 00 d8 bd 0a 00 00 00 00 00 .................)..............
3060 08 00 00 00 00 00 00 00 20 c8 05 00 00 00 00 00 e0 bd 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................................
3080 77 b9 05 00 00 00 00 00 e8 bd 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 b0 7a 04 00 00 00 00 00 w........................z......
30a0 f8 bd 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 20 c3 05 00 00 00 00 00 20 be 0a 00 00 00 00 00 ................................
30c0 08 00 00 00 00 00 00 00 76 b8 05 00 00 00 00 00 28 be 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ........v.......(...............
30e0 b0 5b 02 00 00 00 00 00 38 be 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 a0 ba 05 00 00 00 00 00 .[......8.......................
3100 40 be 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 8f b8 05 00 00 00 00 00 48 be 0a 00 00 00 00 00 @.......................H.......
3120 08 00 00 00 00 00 00 00 60 5f 02 00 00 00 00 00 58 be 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ........`_......X...............
3140 20 bb 05 00 00 00 00 00 60 be 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 96 b8 05 00 00 00 00 00 ........`.......................
3160 68 be 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 10 63 02 00 00 00 00 00 78 be 0a 00 00 00 00 00 h................c......x.......
3180 08 00 00 00 00 00 00 00 a0 bb 05 00 00 00 00 00 80 be 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................................
31a0 e8 b9 05 00 00 00 00 00 88 be 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 90 5a 02 00 00 00 00 00 .........................Z......
31c0 98 be 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 60 be 05 00 00 00 00 00 a0 be 0a 00 00 00 00 00 ................`...............
31e0 08 00 00 00 00 00 00 00 f7 b8 05 00 00 00 00 00 a8 be 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................................
3200 20 af 02 00 00 00 00 00 b8 be 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 60 c1 05 00 00 00 00 00 ........................`.......
3220 10 ad 0a 00 00 00 00 00 01 00 00 00 6b 00 00 00 00 00 00 00 00 00 00 00 78 af 0a 00 00 00 00 00 ............k...........x.......
3240 06 00 00 00 6b 00 00 00 00 00 00 00 00 00 00 00 18 ad 0a 00 00 00 00 00 01 00 00 00 7d 00 00 00 ....k.......................}...
3260 00 00 00 00 00 00 00 00 a8 af 0a 00 00 00 00 00 06 00 00 00 7d 00 00 00 00 00 00 00 00 00 00 00 ....................}...........
3280 f0 ae 0a 00 00 00 00 00 06 00 00 00 05 00 00 00 00 00 00 00 00 00 00 00 f8 ae 0a 00 00 00 00 00 ................................
32a0 06 00 00 00 0a 00 00 00 00 00 00 00 00 00 00 00 00 af 0a 00 00 00 00 00 06 00 00 00 0b 00 00 00 ................................
32c0 00 00 00 00 00 00 00 00 08 af 0a 00 00 00 00 00 06 00 00 00 0c 00 00 00 00 00 00 00 00 00 00 00 ................................
32e0 10 af 0a 00 00 00 00 00 06 00 00 00 0d 00 00 00 00 00 00 00 00 00 00 00 18 af 0a 00 00 00 00 00 ................................
3300 06 00 00 00 28 00 00 00 00 00 00 00 00 00 00 00 20 af 0a 00 00 00 00 00 06 00 00 00 30 00 00 00 ....(.......................0...
3320 00 00 00 00 00 00 00 00 28 af 0a 00 00 00 00 00 06 00 00 00 31 00 00 00 00 00 00 00 00 00 00 00 ........(...........1...........
3340 30 af 0a 00 00 00 00 00 06 00 00 00 32 00 00 00 00 00 00 00 00 00 00 00 38 af 0a 00 00 00 00 00 0...........2...........8.......
3360 06 00 00 00 33 00 00 00 00 00 00 00 00 00 00 00 40 af 0a 00 00 00 00 00 06 00 00 00 4f 00 00 00 ....3...........@...........O...
3380 00 00 00 00 00 00 00 00 48 af 0a 00 00 00 00 00 06 00 00 00 52 00 00 00 00 00 00 00 00 00 00 00 ........H...........R...........
33a0 50 af 0a 00 00 00 00 00 06 00 00 00 53 00 00 00 00 00 00 00 00 00 00 00 58 af 0a 00 00 00 00 00 P...........S...........X.......
33c0 06 00 00 00 56 00 00 00 00 00 00 00 00 00 00 00 60 af 0a 00 00 00 00 00 06 00 00 00 58 00 00 00 ....V...........`...........X...
33e0 00 00 00 00 00 00 00 00 68 af 0a 00 00 00 00 00 06 00 00 00 5f 00 00 00 00 00 00 00 00 00 00 00 ........h..........._...........
3400 70 af 0a 00 00 00 00 00 06 00 00 00 67 00 00 00 00 00 00 00 00 00 00 00 80 af 0a 00 00 00 00 00 p...........g...................
3420 06 00 00 00 72 00 00 00 00 00 00 00 00 00 00 00 88 af 0a 00 00 00 00 00 06 00 00 00 75 00 00 00 ....r.......................u...
3440 00 00 00 00 00 00 00 00 90 af 0a 00 00 00 00 00 06 00 00 00 77 00 00 00 00 00 00 00 00 00 00 00 ....................w...........
3460 98 af 0a 00 00 00 00 00 06 00 00 00 78 00 00 00 00 00 00 00 00 00 00 00 a0 af 0a 00 00 00 00 00 ............x...................
3480 06 00 00 00 7a 00 00 00 00 00 00 00 00 00 00 00 b0 af 0a 00 00 00 00 00 06 00 00 00 7e 00 00 00 ....z.......................~...
34a0 00 00 00 00 00 00 00 00 b8 af 0a 00 00 00 00 00 06 00 00 00 86 00 00 00 00 00 00 00 00 00 00 00 ................................
34c0 c0 af 0a 00 00 00 00 00 06 00 00 00 89 00 00 00 00 00 00 00 00 00 00 00 c8 af 0a 00 00 00 00 00 ................................
34e0 06 00 00 00 8b 00 00 00 00 00 00 00 00 00 00 00 d0 af 0a 00 00 00 00 00 06 00 00 00 8f 00 00 00 ................................
3500 00 00 00 00 00 00 00 00 d8 af 0a 00 00 00 00 00 06 00 00 00 96 00 00 00 00 00 00 00 00 00 00 00 ................................
3520 e0 af 0a 00 00 00 00 00 06 00 00 00 99 00 00 00 00 00 00 00 00 00 00 00 e8 af 0a 00 00 00 00 00 ................................
3540 06 00 00 00 9e 00 00 00 00 00 00 00 00 00 00 00 f0 af 0a 00 00 00 00 00 06 00 00 00 a5 00 00 00 ................................
3560 00 00 00 00 00 00 00 00 f8 af 0a 00 00 00 00 00 06 00 00 00 ac 00 00 00 00 00 00 00 00 00 00 00 ................................
3580 18 b0 0a 00 00 00 00 00 07 00 00 00 01 00 00 00 00 00 00 00 00 00 00 00 20 b0 0a 00 00 00 00 00 ................................
35a0 07 00 00 00 02 00 00 00 00 00 00 00 00 00 00 00 28 b0 0a 00 00 00 00 00 07 00 00 00 03 00 00 00 ................(...............
35c0 00 00 00 00 00 00 00 00 30 b0 0a 00 00 00 00 00 07 00 00 00 04 00 00 00 00 00 00 00 00 00 00 00 ........0.......................
35e0 38 b0 0a 00 00 00 00 00 07 00 00 00 06 00 00 00 00 00 00 00 00 00 00 00 40 b0 0a 00 00 00 00 00 8.......................@.......
3600 07 00 00 00 07 00 00 00 00 00 00 00 00 00 00 00 48 b0 0a 00 00 00 00 00 07 00 00 00 08 00 00 00 ................H...............
3620 00 00 00 00 00 00 00 00 50 b0 0a 00 00 00 00 00 07 00 00 00 09 00 00 00 00 00 00 00 00 00 00 00 ........P.......................
3640 58 b0 0a 00 00 00 00 00 07 00 00 00 0e 00 00 00 00 00 00 00 00 00 00 00 60 b0 0a 00 00 00 00 00 X.......................`.......
3660 07 00 00 00 0f 00 00 00 00 00 00 00 00 00 00 00 68 b0 0a 00 00 00 00 00 07 00 00 00 10 00 00 00 ................h...............
3680 00 00 00 00 00 00 00 00 70 b0 0a 00 00 00 00 00 07 00 00 00 11 00 00 00 00 00 00 00 00 00 00 00 ........p.......................
36a0 78 b0 0a 00 00 00 00 00 07 00 00 00 12 00 00 00 00 00 00 00 00 00 00 00 80 b0 0a 00 00 00 00 00 x...............................
36c0 07 00 00 00 13 00 00 00 00 00 00 00 00 00 00 00 88 b0 0a 00 00 00 00 00 07 00 00 00 14 00 00 00 ................................
36e0 00 00 00 00 00 00 00 00 90 b0 0a 00 00 00 00 00 07 00 00 00 15 00 00 00 00 00 00 00 00 00 00 00 ................................
3700 98 b0 0a 00 00 00 00 00 07 00 00 00 16 00 00 00 00 00 00 00 00 00 00 00 a0 b0 0a 00 00 00 00 00 ................................
3720 07 00 00 00 17 00 00 00 00 00 00 00 00 00 00 00 a8 b0 0a 00 00 00 00 00 07 00 00 00 18 00 00 00 ................................
3740 00 00 00 00 00 00 00 00 b0 b0 0a 00 00 00 00 00 07 00 00 00 19 00 00 00 00 00 00 00 00 00 00 00 ................................
3760 b8 b0 0a 00 00 00 00 00 07 00 00 00 1a 00 00 00 00 00 00 00 00 00 00 00 c0 b0 0a 00 00 00 00 00 ................................
3780 07 00 00 00 1b 00 00 00 00 00 00 00 00 00 00 00 c8 b0 0a 00 00 00 00 00 07 00 00 00 1c 00 00 00 ................................
37a0 00 00 00 00 00 00 00 00 d0 b0 0a 00 00 00 00 00 07 00 00 00 1d 00 00 00 00 00 00 00 00 00 00 00 ................................
37c0 d8 b0 0a 00 00 00 00 00 07 00 00 00 1e 00 00 00 00 00 00 00 00 00 00 00 e0 b0 0a 00 00 00 00 00 ................................
37e0 07 00 00 00 1f 00 00 00 00 00 00 00 00 00 00 00 e8 b0 0a 00 00 00 00 00 07 00 00 00 20 00 00 00 ................................
3800 00 00 00 00 00 00 00 00 f0 b0 0a 00 00 00 00 00 07 00 00 00 21 00 00 00 00 00 00 00 00 00 00 00 ....................!...........
3820 f8 b0 0a 00 00 00 00 00 07 00 00 00 22 00 00 00 00 00 00 00 00 00 00 00 00 b1 0a 00 00 00 00 00 ............"...................
3840 07 00 00 00 23 00 00 00 00 00 00 00 00 00 00 00 08 b1 0a 00 00 00 00 00 07 00 00 00 24 00 00 00 ....#.......................$...
3860 00 00 00 00 00 00 00 00 10 b1 0a 00 00 00 00 00 07 00 00 00 25 00 00 00 00 00 00 00 00 00 00 00 ....................%...........
3880 18 b1 0a 00 00 00 00 00 07 00 00 00 26 00 00 00 00 00 00 00 00 00 00 00 20 b1 0a 00 00 00 00 00 ............&...................
38a0 07 00 00 00 27 00 00 00 00 00 00 00 00 00 00 00 28 b1 0a 00 00 00 00 00 07 00 00 00 29 00 00 00 ....'...........(...........)...
38c0 00 00 00 00 00 00 00 00 30 b1 0a 00 00 00 00 00 07 00 00 00 2a 00 00 00 00 00 00 00 00 00 00 00 ........0...........*...........
38e0 38 b1 0a 00 00 00 00 00 07 00 00 00 2b 00 00 00 00 00 00 00 00 00 00 00 40 b1 0a 00 00 00 00 00 8...........+...........@.......
3900 07 00 00 00 2c 00 00 00 00 00 00 00 00 00 00 00 48 b1 0a 00 00 00 00 00 07 00 00 00 2d 00 00 00 ....,...........H...........-...
3920 00 00 00 00 00 00 00 00 50 b1 0a 00 00 00 00 00 07 00 00 00 2e 00 00 00 00 00 00 00 00 00 00 00 ........P.......................
3940 58 b1 0a 00 00 00 00 00 07 00 00 00 2f 00 00 00 00 00 00 00 00 00 00 00 60 b1 0a 00 00 00 00 00 X.........../...........`.......
3960 07 00 00 00 34 00 00 00 00 00 00 00 00 00 00 00 68 b1 0a 00 00 00 00 00 07 00 00 00 35 00 00 00 ....4...........h...........5...
3980 00 00 00 00 00 00 00 00 70 b1 0a 00 00 00 00 00 07 00 00 00 36 00 00 00 00 00 00 00 00 00 00 00 ........p...........6...........
39a0 78 b1 0a 00 00 00 00 00 07 00 00 00 37 00 00 00 00 00 00 00 00 00 00 00 80 b1 0a 00 00 00 00 00 x...........7...................
39c0 07 00 00 00 38 00 00 00 00 00 00 00 00 00 00 00 88 b1 0a 00 00 00 00 00 07 00 00 00 39 00 00 00 ....8.......................9...
39e0 00 00 00 00 00 00 00 00 90 b1 0a 00 00 00 00 00 07 00 00 00 3a 00 00 00 00 00 00 00 00 00 00 00 ....................:...........
3a00 98 b1 0a 00 00 00 00 00 07 00 00 00 3b 00 00 00 00 00 00 00 00 00 00 00 a0 b1 0a 00 00 00 00 00 ............;...................
3a20 07 00 00 00 3c 00 00 00 00 00 00 00 00 00 00 00 a8 b1 0a 00 00 00 00 00 07 00 00 00 3d 00 00 00 ....<.......................=...
3a40 00 00 00 00 00 00 00 00 b0 b1 0a 00 00 00 00 00 07 00 00 00 3e 00 00 00 00 00 00 00 00 00 00 00 ....................>...........
3a60 b8 b1 0a 00 00 00 00 00 07 00 00 00 3f 00 00 00 00 00 00 00 00 00 00 00 c0 b1 0a 00 00 00 00 00 ............?...................
3a80 07 00 00 00 40 00 00 00 00 00 00 00 00 00 00 00 c8 b1 0a 00 00 00 00 00 07 00 00 00 41 00 00 00 ....@.......................A...
3aa0 00 00 00 00 00 00 00 00 d0 b1 0a 00 00 00 00 00 07 00 00 00 42 00 00 00 00 00 00 00 00 00 00 00 ....................B...........
3ac0 d8 b1 0a 00 00 00 00 00 07 00 00 00 43 00 00 00 00 00 00 00 00 00 00 00 e0 b1 0a 00 00 00 00 00 ............C...................
3ae0 07 00 00 00 44 00 00 00 00 00 00 00 00 00 00 00 e8 b1 0a 00 00 00 00 00 07 00 00 00 45 00 00 00 ....D.......................E...
3b00 00 00 00 00 00 00 00 00 f0 b1 0a 00 00 00 00 00 07 00 00 00 46 00 00 00 00 00 00 00 00 00 00 00 ....................F...........
3b20 f8 b1 0a 00 00 00 00 00 07 00 00 00 47 00 00 00 00 00 00 00 00 00 00 00 00 b2 0a 00 00 00 00 00 ............G...................
3b40 07 00 00 00 48 00 00 00 00 00 00 00 00 00 00 00 08 b2 0a 00 00 00 00 00 07 00 00 00 49 00 00 00 ....H.......................I...
3b60 00 00 00 00 00 00 00 00 10 b2 0a 00 00 00 00 00 07 00 00 00 4a 00 00 00 00 00 00 00 00 00 00 00 ....................J...........
3b80 18 b2 0a 00 00 00 00 00 07 00 00 00 4b 00 00 00 00 00 00 00 00 00 00 00 20 b2 0a 00 00 00 00 00 ............K...................
3ba0 07 00 00 00 4c 00 00 00 00 00 00 00 00 00 00 00 28 b2 0a 00 00 00 00 00 07 00 00 00 4d 00 00 00 ....L...........(...........M...
3bc0 00 00 00 00 00 00 00 00 30 b2 0a 00 00 00 00 00 07 00 00 00 4e 00 00 00 00 00 00 00 00 00 00 00 ........0...........N...........
3be0 38 b2 0a 00 00 00 00 00 07 00 00 00 50 00 00 00 00 00 00 00 00 00 00 00 40 b2 0a 00 00 00 00 00 8...........P...........@.......
3c00 07 00 00 00 51 00 00 00 00 00 00 00 00 00 00 00 48 b2 0a 00 00 00 00 00 07 00 00 00 53 00 00 00 ....Q...........H...........S...
3c20 00 00 00 00 00 00 00 00 50 b2 0a 00 00 00 00 00 07 00 00 00 54 00 00 00 00 00 00 00 00 00 00 00 ........P...........T...........
3c40 58 b2 0a 00 00 00 00 00 07 00 00 00 55 00 00 00 00 00 00 00 00 00 00 00 60 b2 0a 00 00 00 00 00 X...........U...........`.......
3c60 07 00 00 00 57 00 00 00 00 00 00 00 00 00 00 00 68 b2 0a 00 00 00 00 00 07 00 00 00 59 00 00 00 ....W...........h...........Y...
3c80 00 00 00 00 00 00 00 00 70 b2 0a 00 00 00 00 00 07 00 00 00 5a 00 00 00 00 00 00 00 00 00 00 00 ........p...........Z...........
3ca0 78 b2 0a 00 00 00 00 00 07 00 00 00 5b 00 00 00 00 00 00 00 00 00 00 00 80 b2 0a 00 00 00 00 00 x...........[...................
3cc0 07 00 00 00 5c 00 00 00 00 00 00 00 00 00 00 00 88 b2 0a 00 00 00 00 00 07 00 00 00 5d 00 00 00 ....\.......................]...
3ce0 00 00 00 00 00 00 00 00 90 b2 0a 00 00 00 00 00 07 00 00 00 5e 00 00 00 00 00 00 00 00 00 00 00 ....................^...........
3d00 98 b2 0a 00 00 00 00 00 07 00 00 00 60 00 00 00 00 00 00 00 00 00 00 00 a0 b2 0a 00 00 00 00 00 ............`...................
3d20 07 00 00 00 61 00 00 00 00 00 00 00 00 00 00 00 a8 b2 0a 00 00 00 00 00 07 00 00 00 62 00 00 00 ....a.......................b...
3d40 00 00 00 00 00 00 00 00 b0 b2 0a 00 00 00 00 00 07 00 00 00 63 00 00 00 00 00 00 00 00 00 00 00 ....................c...........
3d60 b8 b2 0a 00 00 00 00 00 07 00 00 00 64 00 00 00 00 00 00 00 00 00 00 00 c0 b2 0a 00 00 00 00 00 ............d...................
3d80 07 00 00 00 65 00 00 00 00 00 00 00 00 00 00 00 c8 b2 0a 00 00 00 00 00 07 00 00 00 66 00 00 00 ....e.......................f...
3da0 00 00 00 00 00 00 00 00 d0 b2 0a 00 00 00 00 00 07 00 00 00 68 00 00 00 00 00 00 00 00 00 00 00 ....................h...........
3dc0 d8 b2 0a 00 00 00 00 00 07 00 00 00 69 00 00 00 00 00 00 00 00 00 00 00 e0 b2 0a 00 00 00 00 00 ............i...................
3de0 07 00 00 00 6a 00 00 00 00 00 00 00 00 00 00 00 e8 b2 0a 00 00 00 00 00 07 00 00 00 6c 00 00 00 ....j.......................l...
3e00 00 00 00 00 00 00 00 00 f0 b2 0a 00 00 00 00 00 07 00 00 00 6d 00 00 00 00 00 00 00 00 00 00 00 ....................m...........
3e20 f8 b2 0a 00 00 00 00 00 07 00 00 00 6e 00 00 00 00 00 00 00 00 00 00 00 00 b3 0a 00 00 00 00 00 ............n...................
3e40 07 00 00 00 6f 00 00 00 00 00 00 00 00 00 00 00 08 b3 0a 00 00 00 00 00 07 00 00 00 70 00 00 00 ....o.......................p...
3e60 00 00 00 00 00 00 00 00 10 b3 0a 00 00 00 00 00 07 00 00 00 71 00 00 00 00 00 00 00 00 00 00 00 ....................q...........
3e80 18 b3 0a 00 00 00 00 00 07 00 00 00 73 00 00 00 00 00 00 00 00 00 00 00 20 b3 0a 00 00 00 00 00 ............s...................
3ea0 07 00 00 00 74 00 00 00 00 00 00 00 00 00 00 00 28 b3 0a 00 00 00 00 00 07 00 00 00 76 00 00 00 ....t...........(...........v...
3ec0 00 00 00 00 00 00 00 00 30 b3 0a 00 00 00 00 00 07 00 00 00 79 00 00 00 00 00 00 00 00 00 00 00 ........0...........y...........
3ee0 38 b3 0a 00 00 00 00 00 07 00 00 00 7b 00 00 00 00 00 00 00 00 00 00 00 40 b3 0a 00 00 00 00 00 8...........{...........@.......
3f00 07 00 00 00 7c 00 00 00 00 00 00 00 00 00 00 00 48 b3 0a 00 00 00 00 00 07 00 00 00 7f 00 00 00 ....|...........H...............
3f20 00 00 00 00 00 00 00 00 50 b3 0a 00 00 00 00 00 07 00 00 00 80 00 00 00 00 00 00 00 00 00 00 00 ........P.......................
3f40 58 b3 0a 00 00 00 00 00 07 00 00 00 81 00 00 00 00 00 00 00 00 00 00 00 60 b3 0a 00 00 00 00 00 X.......................`.......
3f60 07 00 00 00 82 00 00 00 00 00 00 00 00 00 00 00 68 b3 0a 00 00 00 00 00 07 00 00 00 83 00 00 00 ................h...............
3f80 00 00 00 00 00 00 00 00 70 b3 0a 00 00 00 00 00 07 00 00 00 84 00 00 00 00 00 00 00 00 00 00 00 ........p.......................
3fa0 78 b3 0a 00 00 00 00 00 07 00 00 00 85 00 00 00 00 00 00 00 00 00 00 00 80 b3 0a 00 00 00 00 00 x...............................
3fc0 07 00 00 00 87 00 00 00 00 00 00 00 00 00 00 00 88 b3 0a 00 00 00 00 00 07 00 00 00 88 00 00 00 ................................
3fe0 00 00 00 00 00 00 00 00 90 b3 0a 00 00 00 00 00 07 00 00 00 8a 00 00 00 00 00 00 00 00 00 00 00 ................................
4000 98 b3 0a 00 00 00 00 00 07 00 00 00 8c 00 00 00 00 00 00 00 00 00 00 00 a0 b3 0a 00 00 00 00 00 ................................
4020 07 00 00 00 8d 00 00 00 00 00 00 00 00 00 00 00 a8 b3 0a 00 00 00 00 00 07 00 00 00 8e 00 00 00 ................................
4040 00 00 00 00 00 00 00 00 b0 b3 0a 00 00 00 00 00 07 00 00 00 90 00 00 00 00 00 00 00 00 00 00 00 ................................
4060 b8 b3 0a 00 00 00 00 00 07 00 00 00 91 00 00 00 00 00 00 00 00 00 00 00 c0 b3 0a 00 00 00 00 00 ................................
4080 07 00 00 00 92 00 00 00 00 00 00 00 00 00 00 00 c8 b3 0a 00 00 00 00 00 07 00 00 00 93 00 00 00 ................................
40a0 00 00 00 00 00 00 00 00 d0 b3 0a 00 00 00 00 00 07 00 00 00 94 00 00 00 00 00 00 00 00 00 00 00 ................................
40c0 d8 b3 0a 00 00 00 00 00 07 00 00 00 95 00 00 00 00 00 00 00 00 00 00 00 e0 b3 0a 00 00 00 00 00 ................................
40e0 07 00 00 00 97 00 00 00 00 00 00 00 00 00 00 00 e8 b3 0a 00 00 00 00 00 07 00 00 00 98 00 00 00 ................................
4100 00 00 00 00 00 00 00 00 f0 b3 0a 00 00 00 00 00 07 00 00 00 9a 00 00 00 00 00 00 00 00 00 00 00 ................................
4120 f8 b3 0a 00 00 00 00 00 07 00 00 00 9b 00 00 00 00 00 00 00 00 00 00 00 00 b4 0a 00 00 00 00 00 ................................
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41a0 07 00 00 00 a1 00 00 00 00 00 00 00 00 00 00 00 28 b4 0a 00 00 00 00 00 07 00 00 00 a2 00 00 00 ................(...............
41c0 00 00 00 00 00 00 00 00 30 b4 0a 00 00 00 00 00 07 00 00 00 a3 00 00 00 00 00 00 00 00 00 00 00 ........0.......................
41e0 38 b4 0a 00 00 00 00 00 07 00 00 00 a4 00 00 00 00 00 00 00 00 00 00 00 40 b4 0a 00 00 00 00 00 8.......................@.......
4200 07 00 00 00 a5 00 00 00 00 00 00 00 00 00 00 00 48 b4 0a 00 00 00 00 00 07 00 00 00 a6 00 00 00 ................H...............
4220 00 00 00 00 00 00 00 00 50 b4 0a 00 00 00 00 00 07 00 00 00 a7 00 00 00 00 00 00 00 00 00 00 00 ........P.......................
4240 58 b4 0a 00 00 00 00 00 07 00 00 00 a8 00 00 00 00 00 00 00 00 00 00 00 60 b4 0a 00 00 00 00 00 X.......................`.......
4260 07 00 00 00 a9 00 00 00 00 00 00 00 00 00 00 00 68 b4 0a 00 00 00 00 00 07 00 00 00 aa 00 00 00 ................h...............
4280 00 00 00 00 00 00 00 00 70 b4 0a 00 00 00 00 00 07 00 00 00 ab 00 00 00 00 00 00 00 00 00 00 00 ........p.......................
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5000 48 83 ec 08 48 8b 05 45 5f 0a 00 48 85 c0 74 05 e8 7b 04 00 00 48 83 c4 08 c3 00 00 00 00 00 00 H...H..E_..H..t..{...H..........
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50c0 ff 25 9a 5f 0a 00 68 09 00 00 00 e9 50 ff ff ff ff 25 92 5f 0a 00 68 0a 00 00 00 e9 40 ff ff ff .%._..h.....P....%._..h.....@...
50e0 ff 25 8a 5f 0a 00 68 0b 00 00 00 e9 30 ff ff ff ff 25 82 5f 0a 00 68 0c 00 00 00 e9 20 ff ff ff .%._..h.....0....%._..h.........
5100 ff 25 7a 5f 0a 00 68 0d 00 00 00 e9 10 ff ff ff ff 25 72 5f 0a 00 68 0e 00 00 00 e9 00 ff ff ff .%z_..h..........%r_..h.........
5120 ff 25 6a 5f 0a 00 68 0f 00 00 00 e9 f0 fe ff ff ff 25 62 5f 0a 00 68 10 00 00 00 e9 e0 fe ff ff .%j_..h..........%b_..h.........
5140 ff 25 5a 5f 0a 00 68 11 00 00 00 e9 d0 fe ff ff ff 25 52 5f 0a 00 68 12 00 00 00 e9 c0 fe ff ff .%Z_..h..........%R_..h.........
5160 ff 25 4a 5f 0a 00 68 13 00 00 00 e9 b0 fe ff ff ff 25 42 5f 0a 00 68 14 00 00 00 e9 a0 fe ff ff .%J_..h..........%B_..h.........
5180 ff 25 3a 5f 0a 00 68 15 00 00 00 e9 90 fe ff ff ff 25 32 5f 0a 00 68 16 00 00 00 e9 80 fe ff ff .%:_..h..........%2_..h.........
51a0 ff 25 2a 5f 0a 00 68 17 00 00 00 e9 70 fe ff ff ff 25 22 5f 0a 00 68 18 00 00 00 e9 60 fe ff ff .%*_..h.....p....%"_..h.....`...
51c0 ff 25 1a 5f 0a 00 68 19 00 00 00 e9 50 fe ff ff ff 25 12 5f 0a 00 68 1a 00 00 00 e9 40 fe ff ff .%._..h.....P....%._..h.....@...
51e0 ff 25 0a 5f 0a 00 68 1b 00 00 00 e9 30 fe ff ff ff 25 02 5f 0a 00 68 1c 00 00 00 e9 20 fe ff ff .%._..h.....0....%._..h.........
5200 ff 25 fa 5e 0a 00 68 1d 00 00 00 e9 10 fe ff ff ff 25 f2 5e 0a 00 68 1e 00 00 00 e9 00 fe ff ff .%.^..h..........%.^..h.........
5220 ff 25 ea 5e 0a 00 68 1f 00 00 00 e9 f0 fd ff ff ff 25 e2 5e 0a 00 68 20 00 00 00 e9 e0 fd ff ff .%.^..h..........%.^..h.........
5240 ff 25 da 5e 0a 00 68 21 00 00 00 e9 d0 fd ff ff ff 25 d2 5e 0a 00 68 22 00 00 00 e9 c0 fd ff ff .%.^..h!.........%.^..h"........
5260 ff 25 ca 5e 0a 00 68 23 00 00 00 e9 b0 fd ff ff ff 25 c2 5e 0a 00 68 24 00 00 00 e9 a0 fd ff ff .%.^..h#.........%.^..h$........
5280 ff 25 ba 5e 0a 00 68 25 00 00 00 e9 90 fd ff ff ff 25 b2 5e 0a 00 68 26 00 00 00 e9 80 fd ff ff .%.^..h%.........%.^..h&........
52a0 ff 25 aa 5e 0a 00 68 27 00 00 00 e9 70 fd ff ff ff 25 a2 5e 0a 00 68 28 00 00 00 e9 60 fd ff ff .%.^..h'....p....%.^..h(....`...
52c0 ff 25 9a 5e 0a 00 68 29 00 00 00 e9 50 fd ff ff ff 25 92 5e 0a 00 68 2a 00 00 00 e9 40 fd ff ff .%.^..h)....P....%.^..h*....@...
52e0 ff 25 8a 5e 0a 00 68 2b 00 00 00 e9 30 fd ff ff ff 25 82 5e 0a 00 68 2c 00 00 00 e9 20 fd ff ff .%.^..h+....0....%.^..h,........
5300 ff 25 7a 5e 0a 00 68 2d 00 00 00 e9 10 fd ff ff ff 25 72 5e 0a 00 68 2e 00 00 00 e9 00 fd ff ff .%z^..h-.........%r^..h.........
5320 ff 25 6a 5e 0a 00 68 2f 00 00 00 e9 f0 fc ff ff ff 25 62 5e 0a 00 68 30 00 00 00 e9 e0 fc ff ff .%j^..h/.........%b^..h0........
5340 ff 25 5a 5e 0a 00 68 31 00 00 00 e9 d0 fc ff ff ff 25 52 5e 0a 00 68 32 00 00 00 e9 c0 fc ff ff .%Z^..h1.........%R^..h2........
5360 ff 25 4a 5e 0a 00 68 33 00 00 00 e9 b0 fc ff ff ff 25 42 5e 0a 00 68 34 00 00 00 e9 a0 fc ff ff .%J^..h3.........%B^..h4........
5380 ff 25 3a 5e 0a 00 68 35 00 00 00 e9 90 fc ff ff ff 25 32 5e 0a 00 68 36 00 00 00 e9 80 fc ff ff .%:^..h5.........%2^..h6........
53a0 ff 25 2a 5e 0a 00 68 37 00 00 00 e9 70 fc ff ff ff 25 22 5e 0a 00 68 38 00 00 00 e9 60 fc ff ff .%*^..h7....p....%"^..h8....`...
53c0 ff 25 1a 5e 0a 00 68 39 00 00 00 e9 50 fc ff ff ff 25 12 5e 0a 00 68 3a 00 00 00 e9 40 fc ff ff .%.^..h9....P....%.^..h:....@...
53e0 ff 25 0a 5e 0a 00 68 3b 00 00 00 e9 30 fc ff ff ff 25 02 5e 0a 00 68 3c 00 00 00 e9 20 fc ff ff .%.^..h;....0....%.^..h<........
5400 ff 25 fa 5d 0a 00 68 3d 00 00 00 e9 10 fc ff ff ff 25 f2 5d 0a 00 68 3e 00 00 00 e9 00 fc ff ff .%.]..h=.........%.]..h>........
5420 ff 25 ea 5d 0a 00 68 3f 00 00 00 e9 f0 fb ff ff ff 25 e2 5d 0a 00 68 40 00 00 00 e9 e0 fb ff ff .%.]..h?.........%.]..h@........
5440 ff 25 da 5d 0a 00 68 41 00 00 00 e9 d0 fb ff ff ff 25 d2 5d 0a 00 68 42 00 00 00 e9 c0 fb ff ff .%.]..hA.........%.]..hB........
5460 ff 25 ca 5d 0a 00 68 43 00 00 00 e9 b0 fb ff ff ff 25 c2 5d 0a 00 68 44 00 00 00 e9 a0 fb ff ff .%.]..hC.........%.]..hD........
5480 ff 25 ba 5d 0a 00 68 45 00 00 00 e9 90 fb ff ff ff 25 b2 5d 0a 00 68 46 00 00 00 e9 80 fb ff ff .%.]..hE.........%.]..hF........
54a0 ff 25 aa 5d 0a 00 68 47 00 00 00 e9 70 fb ff ff ff 25 a2 5d 0a 00 68 48 00 00 00 e9 60 fb ff ff .%.]..hG....p....%.]..hH....`...
54c0 ff 25 9a 5d 0a 00 68 49 00 00 00 e9 50 fb ff ff ff 25 92 5d 0a 00 68 4a 00 00 00 e9 40 fb ff ff .%.]..hI....P....%.]..hJ....@...
54e0 ff 25 8a 5d 0a 00 68 4b 00 00 00 e9 30 fb ff ff ff 25 82 5d 0a 00 68 4c 00 00 00 e9 20 fb ff ff .%.]..hK....0....%.]..hL........
5500 ff 25 7a 5d 0a 00 68 4d 00 00 00 e9 10 fb ff ff ff 25 72 5d 0a 00 68 4e 00 00 00 e9 00 fb ff ff .%z]..hM.........%r]..hN........
5520 ff 25 6a 5d 0a 00 68 4f 00 00 00 e9 f0 fa ff ff ff 25 62 5d 0a 00 68 50 00 00 00 e9 e0 fa ff ff .%j]..hO.........%b]..hP........
5540 ff 25 5a 5d 0a 00 68 51 00 00 00 e9 d0 fa ff ff ff 25 52 5d 0a 00 68 52 00 00 00 e9 c0 fa ff ff .%Z]..hQ.........%R]..hR........
5560 ff 25 4a 5d 0a 00 68 53 00 00 00 e9 b0 fa ff ff ff 25 42 5d 0a 00 68 54 00 00 00 e9 a0 fa ff ff .%J]..hS.........%B]..hT........
5580 ff 25 3a 5d 0a 00 68 55 00 00 00 e9 90 fa ff ff ff 25 32 5d 0a 00 68 56 00 00 00 e9 80 fa ff ff .%:]..hU.........%2]..hV........
55a0 ff 25 2a 5d 0a 00 68 57 00 00 00 e9 70 fa ff ff ff 25 22 5d 0a 00 68 58 00 00 00 e9 60 fa ff ff .%*]..hW....p....%"]..hX....`...
55c0 ff 25 1a 5d 0a 00 68 59 00 00 00 e9 50 fa ff ff ff 25 12 5d 0a 00 68 5a 00 00 00 e9 40 fa ff ff .%.]..hY....P....%.]..hZ....@...
55e0 ff 25 0a 5d 0a 00 68 5b 00 00 00 e9 30 fa ff ff ff 25 02 5d 0a 00 68 5c 00 00 00 e9 20 fa ff ff .%.]..h[....0....%.]..h\........
5600 ff 25 fa 5c 0a 00 68 5d 00 00 00 e9 10 fa ff ff ff 25 f2 5c 0a 00 68 5e 00 00 00 e9 00 fa ff ff .%.\..h].........%.\..h^........
5620 ff 25 ea 5c 0a 00 68 5f 00 00 00 e9 f0 f9 ff ff ff 25 e2 5c 0a 00 68 60 00 00 00 e9 e0 f9 ff ff .%.\..h_.........%.\..h`........
5640 ff 25 da 5c 0a 00 68 61 00 00 00 e9 d0 f9 ff ff ff 25 d2 5c 0a 00 68 62 00 00 00 e9 c0 f9 ff ff .%.\..ha.........%.\..hb........
5660 ff 25 ca 5c 0a 00 68 63 00 00 00 e9 b0 f9 ff ff ff 25 c2 5c 0a 00 68 64 00 00 00 e9 a0 f9 ff ff .%.\..hc.........%.\..hd........
5680 ff 25 ba 5c 0a 00 68 65 00 00 00 e9 90 f9 ff ff ff 25 b2 5c 0a 00 68 66 00 00 00 e9 80 f9 ff ff .%.\..he.........%.\..hf........
56a0 ff 25 aa 5c 0a 00 68 67 00 00 00 e9 70 f9 ff ff ff 25 a2 5c 0a 00 68 68 00 00 00 e9 60 f9 ff ff .%.\..hg....p....%.\..hh....`...
56c0 ff 25 9a 5c 0a 00 68 69 00 00 00 e9 50 f9 ff ff ff 25 92 5c 0a 00 68 6a 00 00 00 e9 40 f9 ff ff .%.\..hi....P....%.\..hj....@...
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68e0 00 20 00 00 00 48 c7 84 24 e8 05 00 00 00 00 00 00 66 c7 84 24 f0 05 00 00 01 00 c6 84 24 f2 05 .....H..$........f..$........$..
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6ac0 09 00 48 89 84 24 18 07 00 00 48 8d 81 08 01 00 00 48 89 84 24 38 07 00 00 48 8d 05 20 87 09 00 ..H..$....H......H..$8...H......
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6b40 00 c6 84 24 e2 06 00 00 00 48 c7 84 24 f8 06 00 00 21 00 00 00 48 c7 84 24 00 07 00 00 00 00 00 ...$.....H..$....!...H..$.......
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6ba0 24 48 07 00 00 20 00 00 00 48 c7 84 24 50 07 00 00 00 00 00 00 66 c7 84 24 58 07 00 00 01 00 c6 $H.......H..$P.......f..$X......
6bc0 84 24 5a 07 00 00 00 48 c7 84 24 70 07 00 00 28 00 00 00 48 c7 84 24 78 07 00 00 00 00 00 00 66 .$Z....H..$p...(...H..$x.......f
6be0 c7 84 24 80 07 00 00 01 00 c6 84 24 82 07 00 00 00 48 c7 84 24 98 07 00 00 2c 00 00 00 48 c7 84 ..$........$.....H..$....,...H..
6c00 24 a0 07 00 00 00 00 00 00 66 c7 84 24 a8 07 00 00 01 00 c6 84 24 aa 07 00 00 00 48 89 84 24 b0 $........f..$........$.....H..$.
6c20 07 00 00 48 8d 05 76 0e 09 00 48 89 84 24 b8 07 00 00 48 8d 81 28 01 00 00 48 89 84 24 d8 07 00 ...H..v...H..$....H..(...H..$...
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6c80 5c 85 09 00 48 89 84 24 30 08 00 00 48 8d 81 40 01 00 00 48 89 84 24 50 08 00 00 48 8d 05 1e 74 \...H..$0...H..@...H..$P...H...t
6ca0 07 00 48 89 84 24 58 08 00 00 48 8d 81 48 01 00 00 48 89 84 24 78 08 00 00 48 8d 05 00 85 09 00 ..H..$X...H..H...H..$x...H......
6cc0 48 89 84 24 80 08 00 00 48 8d 81 50 01 00 00 48 c7 84 24 c0 07 00 00 27 00 00 00 48 c7 84 24 c8 H..$....H..P...H..$....'...H..$.
6ce0 07 00 00 00 00 00 00 66 c7 84 24 d0 07 00 00 01 00 c6 84 24 d2 07 00 00 00 48 c7 84 24 e8 07 00 .......f..$........$.....H..$...
6d00 00 28 00 00 00 48 c7 84 24 f0 07 00 00 00 00 00 00 66 c7 84 24 f8 07 00 00 01 00 c6 84 24 fa 07 .(...H..$........f..$........$..
6d20 00 00 00 48 c7 84 24 10 08 00 00 23 00 00 00 48 c7 84 24 18 08 00 00 00 00 00 00 66 c7 84 24 20 ...H..$....#...H..$........f..$.
6d40 08 00 00 01 00 c6 84 24 22 08 00 00 00 48 c7 84 24 38 08 00 00 20 00 00 00 48 c7 84 24 40 08 00 .......$"....H..$8.......H..$@..
6d60 00 00 00 00 00 66 c7 84 24 48 08 00 00 01 00 c6 84 24 4a 08 00 00 00 48 c7 84 24 60 08 00 00 23 .....f..$H.......$J....H..$`...#
6d80 00 00 00 48 c7 84 24 68 08 00 00 00 00 00 00 66 c7 84 24 70 08 00 00 01 00 c6 84 24 72 08 00 00 ...H..$h.......f..$p.......$r...
6da0 00 48 c7 84 24 88 08 00 00 20 00 00 00 48 89 84 24 a0 08 00 00 48 8d 05 a4 82 09 00 48 89 84 24 .H..$........H..$....H......H..$
6dc0 a8 08 00 00 48 8d 81 58 01 00 00 48 89 84 24 c8 08 00 00 48 8d 05 26 86 09 00 48 89 84 24 d0 08 ....H..X...H..$....H..&...H..$..
6de0 00 00 48 8d 81 60 01 00 00 48 89 84 24 f0 08 00 00 48 8d 05 a8 83 09 00 48 89 84 24 f8 08 00 00 ..H..`...H..$....H......H..$....
6e00 48 8d 81 68 01 00 00 48 89 84 24 18 09 00 00 48 8d 05 ca 85 09 00 48 89 84 24 20 09 00 00 48 8d H..h...H..$....H......H..$....H.
6e20 81 70 01 00 00 48 89 84 24 40 09 00 00 48 8d 05 8c 85 09 00 48 89 84 24 48 09 00 00 48 8d 81 78 .p...H..$@...H......H..$H...H..x
6e40 01 00 00 48 c7 84 24 90 08 00 00 00 00 00 00 66 c7 84 24 98 08 00 00 01 00 c6 84 24 9a 08 00 00 ...H..$........f..$........$....
6e60 00 48 c7 84 24 b0 08 00 00 21 00 00 00 48 c7 84 24 b8 08 00 00 00 00 00 00 66 c7 84 24 c0 08 00 .H..$....!...H..$........f..$...
6e80 00 01 00 c6 84 24 c2 08 00 00 00 48 c7 84 24 d8 08 00 00 1d 00 00 00 48 c7 84 24 e0 08 00 00 00 .....$.....H..$........H..$.....
6ea0 00 00 00 66 c7 84 24 e8 08 00 00 01 00 c6 84 24 ea 08 00 00 00 48 c7 84 24 00 09 00 00 20 00 00 ...f..$........$.....H..$.......
6ec0 00 48 c7 84 24 08 09 00 00 00 00 00 00 66 c7 84 24 10 09 00 00 01 00 c6 84 24 12 09 00 00 00 48 .H..$........f..$........$.....H
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6f00 00 c6 84 24 3a 09 00 00 00 48 c7 84 24 50 09 00 00 1b 00 00 00 48 c7 84 24 58 09 00 00 00 00 00 ...$:....H..$P.......H..$X......
6f20 00 66 c7 84 24 60 09 00 00 01 00 c6 84 24 62 09 00 00 00 48 89 84 24 68 09 00 00 48 8d 05 5e 88 .f..$`.......$b....H..$h...H..^.
6f40 09 00 48 89 84 24 70 09 00 00 48 8d 81 80 01 00 00 48 89 84 24 90 09 00 00 48 8d 05 e0 8b 09 00 ..H..$p...H......H..$....H......
6f60 48 89 84 24 98 09 00 00 48 8d 81 88 01 00 00 48 89 84 24 b8 09 00 00 48 8d 05 02 70 07 00 48 89 H..$....H......H..$....H...p..H.
6f80 84 24 c0 09 00 00 48 8d 81 90 01 00 00 48 89 84 24 e0 09 00 00 48 8d 05 88 8f 09 00 48 89 84 24 .$....H......H..$....H......H..$
6fa0 e8 09 00 00 48 8d 81 98 01 00 00 48 89 84 24 08 0a 00 00 48 8d 05 66 6f 07 00 48 89 84 24 10 0a ....H......H..$....H..fo..H..$..
6fc0 00 00 48 8d 81 a0 01 00 00 48 89 84 24 30 0a 00 00 48 8d 05 c8 6b 07 00 48 89 84 24 38 0a 00 00 ..H......H..$0...H...k..H..$8...
6fe0 48 8d 81 a8 01 00 00 48 c7 84 24 78 09 00 00 0f 00 00 00 48 c7 84 24 80 09 00 00 00 00 00 00 66 H......H..$x.......H..$........f
7000 c7 84 24 88 09 00 00 00 01 c6 84 24 8a 09 00 00 01 48 c7 84 24 a0 09 00 00 09 00 00 00 48 c7 84 ..$........$.....H..$........H..
7020 24 a8 09 00 00 00 00 00 00 66 c7 84 24 b0 09 00 00 00 01 c6 84 24 b2 09 00 00 01 48 c7 84 24 c8 $........f..$........$.....H..$.
7040 09 00 00 3e 01 00 00 48 c7 84 24 d0 09 00 00 00 00 00 00 66 c7 84 24 d8 09 00 00 01 00 c6 84 24 ...>...H..$........f..$........$
7060 da 09 00 00 00 48 c7 84 24 f0 09 00 00 02 00 00 00 48 c7 84 24 f8 09 00 00 00 00 00 00 66 c7 84 .....H..$........H..$........f..
7080 24 00 0a 00 00 00 01 c6 84 24 02 0a 00 00 01 48 c7 84 24 18 0a 00 00 47 00 00 00 48 c7 84 24 20 $........$.....H..$....G...H..$.
70a0 0a 00 00 00 00 00 00 66 c7 84 24 28 0a 00 00 01 00 c6 84 24 2a 0a 00 00 00 48 c7 84 24 40 0a 00 .......f..$(.......$*....H..$@..
70c0 00 4c 00 00 00 48 89 84 24 58 0a 00 00 48 8d 05 84 89 09 00 48 89 84 24 60 0a 00 00 48 8d 81 b0 .L...H..$X...H......H..$`...H...
70e0 01 00 00 48 89 84 24 80 0a 00 00 48 8d 05 6e 09 09 00 48 89 84 24 88 0a 00 00 48 8d 81 b8 01 00 ...H..$....H..n...H..$....H.....
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7120 89 84 24 d0 0a 00 00 48 8d 05 4a 88 09 00 48 89 84 24 d8 0a 00 00 48 8d 81 c8 01 00 00 48 89 84 ..$....H..J...H..$....H......H..
7140 24 f8 0a 00 00 48 8d 05 b0 8d 09 00 48 89 84 24 00 0b 00 00 48 8d 81 d0 01 00 00 48 c7 84 24 48 $....H......H..$....H......H..$H
7160 0a 00 00 00 00 00 00 66 c7 84 24 50 0a 00 00 01 00 c6 84 24 52 0a 00 00 00 48 c7 84 24 68 0a 00 .......f..$P.......$R....H..$h..
7180 00 0a 00 00 00 48 c7 84 24 70 0a 00 00 00 00 00 00 66 c7 84 24 78 0a 00 00 00 01 c6 84 24 7a 0a .....H..$p.......f..$x.......$z.
71a0 00 00 01 48 c7 84 24 90 0a 00 00 21 00 00 00 48 c7 84 24 98 0a 00 00 00 00 00 00 66 c7 84 24 a0 ...H..$....!...H..$........f..$.
71c0 0a 00 00 01 00 c6 84 24 a2 0a 00 00 00 48 c7 84 24 b8 0a 00 00 0c 00 00 00 48 c7 84 24 c0 0a 00 .......$.....H..$........H..$...
71e0 00 00 00 00 00 66 c7 84 24 c8 0a 00 00 00 01 c6 84 24 ca 0a 00 00 01 48 c7 84 24 e0 0a 00 00 0b .....f..$........$.....H..$.....
7200 00 00 00 48 c7 84 24 e8 0a 00 00 00 00 00 00 66 c7 84 24 f0 0a 00 00 00 01 c6 84 24 f2 0a 00 00 ...H..$........f..$........$....
7220 01 48 c7 84 24 08 0b 00 00 01 00 00 00 48 c7 84 24 10 0b 00 00 00 00 00 00 66 c7 84 24 18 0b 00 .H..$........H..$........f..$...
7240 00 01 00 c6 84 24 1a 0b 00 00 00 48 89 84 24 20 0b 00 00 48 8d 05 ba 8c 09 00 48 89 84 24 28 0b .....$.....H..$....H......H..$(.
7260 00 00 48 8d 81 d8 01 00 00 48 89 84 24 48 0b 00 00 48 8d 05 9a 8c 09 00 48 89 84 24 50 0b 00 00 ..H......H..$H...H......H..$P...
7280 48 8d 81 e0 01 00 00 48 89 84 24 70 0b 00 00 48 8d 05 64 8c 09 00 48 89 84 24 78 0b 00 00 48 8d H......H..$p...H..d...H..$x...H.
72a0 81 e8 01 00 00 48 89 84 24 98 0b 00 00 48 8d 05 5c 8c 09 00 48 89 84 24 a0 0b 00 00 48 8d 81 f0 .....H..$....H..\...H..$....H...
72c0 01 00 00 48 89 84 24 c0 0b 00 00 48 8d 05 26 8c 09 00 48 89 84 24 c8 0b 00 00 48 8d 81 f8 01 00 ...H..$....H..&...H..$....H.....
72e0 00 48 81 c1 b0 02 00 00 48 89 84 24 e8 0b 00 00 48 8d 05 2b 8c 09 00 48 89 84 24 f0 0b 00 00 48 .H......H..$....H..+...H..$....H
7300 c7 84 24 30 0b 00 00 02 00 00 00 48 c7 84 24 38 0b 00 00 00 00 00 00 66 c7 84 24 40 0b 00 00 01 ..$0.......H..$8.......f..$@....
7320 00 c6 84 24 42 0b 00 00 00 48 c7 84 24 58 0b 00 00 02 00 00 00 48 c7 84 24 60 0b 00 00 00 00 00 ...$B....H..$X.......H..$`......
7340 00 66 c7 84 24 68 0b 00 00 01 00 c6 84 24 6a 0b 00 00 00 48 c7 84 24 80 0b 00 00 02 00 00 00 48 .f..$h.......$j....H..$........H
7360 c7 84 24 88 0b 00 00 00 00 00 00 66 c7 84 24 90 0b 00 00 00 01 c6 84 24 92 0b 00 00 01 48 c7 84 ..$........f..$........$.....H..
7380 24 a8 0b 00 00 02 00 00 00 48 c7 84 24 b0 0b 00 00 00 00 00 00 66 c7 84 24 b8 0b 00 00 01 00 c6 $........H..$........f..$.......
73a0 84 24 ba 0b 00 00 00 48 c7 84 24 d0 0b 00 00 02 00 00 00 48 c7 84 24 d8 0b 00 00 00 00 00 00 66 .$.....H..$........H..$........f
73c0 c7 84 24 e0 0b 00 00 00 01 c6 84 24 e2 0b 00 00 01 48 c7 84 24 f8 0b 00 00 02 00 00 00 48 89 84 ..$........$.....H..$........H..
73e0 24 18 0c 00 00 48 8d 42 08 48 89 84 24 38 0c 00 00 48 8d 05 08 7f 09 00 48 89 84 24 40 0c 00 00 $....H.B.H..$8...H......H..$@...
7400 48 8d 42 10 48 89 84 24 60 0c 00 00 48 8d 05 0d 06 09 00 48 89 84 24 68 0c 00 00 48 8d 42 18 48 H.B.H..$`...H......H..$h...H.B.H
7420 89 84 24 88 0c 00 00 48 8d 05 b2 80 09 00 48 89 84 24 90 0c 00 00 48 8d 42 20 48 89 84 24 b0 0c ..$....H......H..$....H.B.H..$..
7440 00 00 48 8d 05 97 6a 07 00 48 89 84 24 b8 0c 00 00 48 8d 42 28 48 89 94 24 10 0c 00 00 48 c7 84 ..H...j..H..$....H.B(H..$....H..
7460 24 00 0c 00 00 00 00 00 00 66 c7 84 24 08 0c 00 00 00 01 c6 84 24 0a 0c 00 00 01 48 c7 84 24 20 $........f..$........$.....H..$.
7480 0c 00 00 02 00 00 00 48 c7 84 24 28 0c 00 00 00 00 00 00 66 c7 84 24 30 0c 00 00 01 00 c6 84 24 .......H..$(.......f..$0.......$
74a0 32 0c 00 00 01 48 c7 84 24 48 0c 00 00 20 00 00 00 48 c7 84 24 50 0c 00 00 00 00 00 00 66 c7 84 2....H..$H.......H..$P.......f..
74c0 24 58 0c 00 00 01 00 c6 84 24 5a 0c 00 00 00 48 c7 84 24 70 0c 00 00 30 00 00 00 48 c7 84 24 78 $X.......$Z....H..$p...0...H..$x
74e0 0c 00 00 00 00 00 00 66 c7 84 24 80 0c 00 00 01 00 c6 84 24 82 0c 00 00 00 48 c7 84 24 98 0c 00 .......f..$........$.....H..$...
7500 00 18 00 00 00 48 c7 84 24 a0 0c 00 00 00 00 00 00 66 c7 84 24 a8 0c 00 00 01 00 c6 84 24 aa 0c .....H..$........f..$........$..
7520 00 00 00 48 c7 84 24 c0 0c 00 00 26 00 00 00 48 c7 84 24 c8 0c 00 00 00 00 00 00 66 c7 84 24 d0 ...H..$....&...H..$........f..$.
7540 0c 00 00 01 00 c6 84 24 d2 0c 00 00 00 48 89 84 24 d8 0c 00 00 48 8d 05 84 04 09 00 48 89 84 24 .......$.....H..$....H......H..$
7560 e0 0c 00 00 48 8d 42 30 48 89 84 24 00 0d 00 00 48 8d 05 7d 89 09 00 48 89 84 24 08 0d 00 00 48 ....H.B0H..$....H..}...H..$....H
7580 8d 42 38 48 89 84 24 28 0d 00 00 48 8d 05 5e 89 09 00 48 89 84 24 30 0d 00 00 48 8d 42 40 48 89 .B8H..$(...H..^...H..$0...H.B@H.
75a0 84 24 50 0d 00 00 48 8d 05 23 88 09 00 48 89 84 24 58 0d 00 00 48 8d 42 48 48 89 84 24 78 0d 00 .$P...H..#...H..$X...H.BHH..$x..
75c0 00 48 8d 05 68 85 09 00 48 89 84 24 80 0d 00 00 48 8d 42 50 48 89 84 24 a0 0d 00 00 48 8d 05 e3 .H..h...H..$....H.BPH..$....H...
75e0 87 09 00 48 89 84 24 a8 0d 00 00 48 8d 42 58 48 c7 84 24 e8 0c 00 00 35 00 00 00 48 c7 84 24 f0 ...H..$....H.BXH..$....5...H..$.
7600 0c 00 00 00 00 00 00 66 c7 84 24 f8 0c 00 00 01 00 c6 84 24 fa 0c 00 00 00 48 c7 84 24 10 0d 00 .......f..$........$.....H..$...
7620 00 04 00 00 00 48 c7 84 24 18 0d 00 00 00 00 00 00 66 c7 84 24 20 0d 00 00 00 01 c6 84 24 22 0d .....H..$........f..$........$".
7640 00 00 01 48 c7 84 24 38 0d 00 00 04 00 00 00 48 c7 84 24 40 0d 00 00 00 00 00 00 66 c7 84 24 48 ...H..$8.......H..$@.......f..$H
7660 0d 00 00 00 01 c6 84 24 4a 0d 00 00 01 48 c7 84 24 60 0d 00 00 08 00 00 00 48 c7 84 24 68 0d 00 .......$J....H..$`.......H..$h..
7680 00 00 00 00 00 66 c7 84 24 70 0d 00 00 00 01 c6 84 24 72 0d 00 00 01 48 c7 84 24 88 0d 00 00 09 .....f..$p.......$r....H..$.....
76a0 00 00 00 48 c7 84 24 90 0d 00 00 00 00 00 00 66 c7 84 24 98 0d 00 00 00 01 c6 84 24 9a 0d 00 00 ...H..$........f..$........$....
76c0 01 48 c7 84 24 b0 0d 00 00 06 00 00 00 48 89 84 24 c8 0d 00 00 48 8d 05 24 85 09 00 48 89 84 24 .H..$........H..$....H..$...H..$
76e0 d0 0d 00 00 48 8d 42 60 48 89 84 24 f0 0d 00 00 48 8d 05 f5 87 09 00 48 89 84 24 f8 0d 00 00 48 ....H.B`H..$....H......H..$....H
7700 8d 42 68 48 89 84 24 18 0e 00 00 48 8d 05 d0 85 09 00 48 89 84 24 20 0e 00 00 48 8d 42 70 48 89 .BhH..$....H......H..$....H.BpH.
7720 84 24 40 0e 00 00 48 8d 05 81 87 09 00 48 89 84 24 48 0e 00 00 48 8d 42 78 48 89 84 24 68 0e 00 .$@...H......H..$H...H.BxH..$h..
7740 00 48 8d 05 78 86 09 00 48 89 84 24 70 0e 00 00 48 8d 82 80 00 00 00 48 c7 84 24 b8 0d 00 00 00 .H..x...H..$p...H......H..$.....
7760 00 00 00 66 c7 84 24 c0 0d 00 00 00 01 c6 84 24 c2 0d 00 00 01 48 c7 84 24 d8 0d 00 00 0b 00 00 ...f..$........$.....H..$.......
7780 00 48 c7 84 24 e0 0d 00 00 00 00 00 00 66 c7 84 24 e8 0d 00 00 01 00 c6 84 24 ea 0d 00 00 00 48 .H..$........f..$........$.....H
77a0 c7 84 24 00 0e 00 00 04 00 00 00 48 c7 84 24 08 0e 00 00 00 00 00 00 66 c7 84 24 10 0e 00 00 00 ..$........H..$........f..$.....
77c0 01 c6 84 24 12 0e 00 00 01 48 c7 84 24 28 0e 00 00 07 00 00 00 48 c7 84 24 30 0e 00 00 00 00 00 ...$.....H..$(.......H..$0......
77e0 00 66 c7 84 24 38 0e 00 00 00 01 c6 84 24 3a 0e 00 00 01 48 c7 84 24 50 0e 00 00 05 00 00 00 48 .f..$8.......$:....H..$P.......H
7800 c7 84 24 58 0e 00 00 00 00 00 00 66 c7 84 24 60 0e 00 00 00 01 c6 84 24 62 0e 00 00 01 48 c7 84 ..$X.......f..$`.......$b....H..
7820 24 78 0e 00 00 06 00 00 00 48 c7 84 24 80 0e 00 00 00 00 00 00 66 c7 84 24 88 0e 00 00 00 01 c6 $x.......H..$........f..$.......
7840 84 24 8a 0e 00 00 01 48 89 84 24 90 0e 00 00 48 8d 05 aa 7d 09 00 48 89 84 24 98 0e 00 00 48 8d .$.....H..$....H...}..H..$....H.
7860 82 88 00 00 00 48 89 84 24 b8 0e 00 00 48 8d 05 84 83 09 00 48 89 84 24 c0 0e 00 00 48 8d 82 90 .....H..$....H......H..$....H...
7880 00 00 00 48 89 84 24 e0 0e 00 00 48 8d 05 49 84 09 00 48 89 84 24 e8 0e 00 00 48 8d 82 98 00 00 ...H..$....H..I...H..$....H.....
78a0 00 48 89 84 24 08 0f 00 00 48 8d 05 38 83 09 00 48 89 84 24 10 0f 00 00 48 8d 82 a0 00 00 00 48 .H..$....H..8...H..$....H......H
78c0 89 84 24 30 0f 00 00 48 8d 05 db 85 09 00 48 89 84 24 38 0f 00 00 48 8d 82 a8 00 00 00 48 89 84 ..$0...H......H..$8...H......H..
78e0 24 58 0f 00 00 48 8d 05 34 86 09 00 48 89 84 24 60 0f 00 00 48 c7 84 24 a0 0e 00 00 13 00 00 00 $X...H..4...H..$`...H..$........
7900 48 c7 84 24 a8 0e 00 00 00 00 00 00 66 c7 84 24 b0 0e 00 00 01 00 c6 84 24 b2 0e 00 00 00 48 c7 H..$........f..$........$.....H.
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7940 c6 84 24 da 0e 00 00 01 48 c7 84 24 f0 0e 00 00 07 00 00 00 48 c7 84 24 f8 0e 00 00 00 00 00 00 ..$.....H..$........H..$........
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79a0 40 0f 00 00 05 00 00 00 48 c7 84 24 48 0f 00 00 00 00 00 00 66 c7 84 24 50 0f 00 00 00 01 c6 84 @.......H..$H.......f..$P.......
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7a00 89 84 24 d8 0f 00 00 48 8d 42 08 48 89 84 24 f8 0f 00 00 48 8d 05 c6 81 09 00 48 89 84 24 00 10 ..$....H.B.H..$....H......H..$..
7a20 00 00 48 8d 42 10 48 89 84 24 20 10 00 00 48 8d 05 eb 80 09 00 48 89 8c 24 80 0f 00 00 48 83 c1 ..H.B.H..$....H......H..$....H..
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7a60 24 78 0f 00 00 00 01 c6 84 24 7a 0f 00 00 01 48 c7 84 24 90 0f 00 00 02 00 00 00 48 c7 84 24 98 $x.......$z....H..$........H..$.
7a80 0f 00 00 00 00 00 00 66 c7 84 24 a0 0f 00 00 01 00 c6 84 24 a2 0f 00 00 01 48 c7 84 24 b8 0f 00 .......f..$........$.....H..$...
7aa0 00 05 00 00 00 48 c7 84 24 c0 0f 00 00 00 00 00 00 66 c7 84 24 c8 0f 00 00 00 01 c6 84 24 ca 0f .....H..$........f..$........$..
7ac0 00 00 01 48 c7 84 24 e0 0f 00 00 05 00 00 00 48 c7 84 24 e8 0f 00 00 00 00 00 00 66 c7 84 24 f0 ...H..$........H..$........f..$.
7ae0 0f 00 00 01 00 c6 84 24 f2 0f 00 00 01 48 c7 84 24 08 10 00 00 08 00 00 00 48 c7 84 24 10 10 00 .......$.....H..$........H..$...
7b00 00 00 00 00 00 66 c7 84 24 18 10 00 00 00 01 c6 84 24 1a 10 00 00 01 48 c7 84 24 30 10 00 00 09 .....f..$........$.....H..$0....
7b20 00 00 00 48 c7 84 24 38 10 00 00 00 00 00 00 66 c7 84 24 40 10 00 00 00 01 c6 84 24 42 10 00 00 ...H..$8.......f..$@.......$B...
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7ba0 84 24 e8 10 00 00 48 8d 05 27 81 09 00 48 89 84 24 f0 10 00 00 48 8d 42 40 48 89 84 24 10 11 00 .$....H..'...H..$....H.B@H..$...
7bc0 00 48 8d 05 d6 82 09 00 48 89 84 24 18 11 00 00 48 8d 42 48 48 83 c2 50 48 89 8c 24 48 10 00 00 .H......H..$....H.BHH..PH..$H...
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7c00 66 c7 84 24 68 10 00 00 01 00 c6 84 24 6a 10 00 00 01 48 c7 84 24 80 10 00 00 03 0f 00 00 48 c7 f..$h.......$j....H..$........H.
7c20 84 24 88 10 00 00 00 00 00 00 66 c7 84 24 90 10 00 00 01 00 c6 84 24 92 10 00 00 00 48 c7 84 24 .$........f..$........$.....H..$
7c40 a8 10 00 00 0e 00 00 00 48 c7 84 24 b0 10 00 00 00 00 00 00 66 c7 84 24 b8 10 00 00 01 00 c6 84 ........H..$........f..$........
7c60 24 ba 10 00 00 01 48 c7 84 24 d0 10 00 00 0f 00 00 00 48 c7 84 24 d8 10 00 00 00 00 00 00 66 c7 $.....H..$........H..$........f.
7c80 84 24 e0 10 00 00 00 01 c6 84 24 e2 10 00 00 01 48 c7 84 24 f8 10 00 00 07 00 00 00 48 c7 84 24 .$........$.....H..$........H..$
7ca0 00 11 00 00 00 00 00 00 66 c7 84 24 08 11 00 00 00 01 c6 84 24 0a 11 00 00 01 48 c7 84 24 20 11 ........f..$........$.....H..$..
7cc0 00 00 06 00 00 00 48 89 84 24 38 11 00 00 48 8d 05 e5 80 09 00 48 89 84 24 40 11 00 00 48 89 84 ......H..$8...H......H..$@...H..
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7d00 48 8d 42 10 48 89 84 24 b0 11 00 00 48 8d 05 8d 61 07 00 48 89 84 24 b8 11 00 00 48 8d 42 18 48 H.B.H..$....H...a..H..$....H.B.H
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7d40 84 24 28 11 00 00 00 00 00 00 66 c7 84 24 30 11 00 00 00 01 c6 84 24 32 11 00 00 01 48 c7 84 24 .$(.......f..$0.......$2....H..$
7d60 48 11 00 00 06 00 00 00 48 c7 84 24 50 11 00 00 00 00 00 00 66 c7 84 24 58 11 00 00 00 01 c6 84 H.......H..$P.......f..$X.......
7d80 24 5a 11 00 00 01 48 c7 84 24 70 11 00 00 06 00 00 00 48 c7 84 24 78 11 00 00 00 00 00 00 66 c7 $Z....H..$p.......H..$x.......f.
7da0 84 24 80 11 00 00 01 00 c6 84 24 82 11 00 00 01 48 c7 84 24 98 11 00 00 9e 02 00 00 48 c7 84 24 .$........$.....H..$........H..$
7dc0 a0 11 00 00 00 00 00 00 66 c7 84 24 a8 11 00 00 01 00 c6 84 24 aa 11 00 00 00 48 c7 84 24 c0 11 ........f..$........$.....H..$..
7de0 00 00 28 00 00 00 48 c7 84 24 c8 11 00 00 00 00 00 00 66 c7 84 24 d0 11 00 00 01 00 c6 84 24 d2 ..(...H..$........f..$........$.
7e00 11 00 00 00 48 c7 84 24 e8 11 00 00 08 00 00 00 48 c7 84 24 f0 11 00 00 00 00 00 00 66 c7 84 24 ....H..$........H..$........f..$
7e20 f8 11 00 00 00 01 c6 84 24 fa 11 00 00 01 48 89 84 24 08 12 00 00 48 8d 42 28 48 89 84 24 28 12 ........$.....H..$....H.B(H..$(.
7e40 00 00 48 8d 05 87 7d 09 00 48 89 84 24 30 12 00 00 48 8d 42 30 48 89 84 24 50 12 00 00 48 8d 05 ..H...}..H..$0...H.B0H..$P...H..
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7ea0 00 00 48 89 84 24 d0 12 00 00 48 8d 42 50 48 89 8c 24 00 12 00 00 48 81 c1 a8 00 00 00 48 89 9c ..H..$....H.BPH..$....H......H..
7ec0 24 c8 12 00 00 48 81 c3 a0 00 00 00 48 c7 84 24 10 12 00 00 08 00 00 00 48 c7 84 24 18 12 00 00 $....H......H..$........H..$....
7ee0 00 00 00 00 66 c7 84 24 20 12 00 00 01 00 c6 84 24 22 12 00 00 01 48 c7 84 24 38 12 00 00 08 00 ....f..$........$"....H..$8.....
7f00 00 00 48 c7 84 24 40 12 00 00 00 00 00 00 66 c7 84 24 48 12 00 00 00 01 c6 84 24 4a 12 00 00 01 ..H..$@.......f..$H.......$J....
7f20 48 c7 84 24 60 12 00 00 0c 00 00 00 48 c7 84 24 68 12 00 00 00 00 00 00 66 c7 84 24 70 12 00 00 H..$`.......H..$h.......f..$p...
7f40 00 01 c6 84 24 72 12 00 00 01 48 c7 84 24 88 12 00 00 34 00 00 00 48 c7 84 24 90 12 00 00 00 00 ....$r....H..$....4...H..$......
7f60 00 00 66 c7 84 24 98 12 00 00 01 00 c6 84 24 9a 12 00 00 00 48 c7 84 24 b0 12 00 00 0a 00 00 00 ..f..$........$.....H..$........
7f80 48 c7 84 24 b8 12 00 00 00 00 00 00 66 c7 84 24 c0 12 00 00 00 01 c6 84 24 c2 12 00 00 01 48 c7 H..$........f..$........$.....H.
7fa0 84 24 d8 12 00 00 0a 00 00 00 48 89 84 24 f0 12 00 00 48 8d 05 27 df 08 00 48 89 84 24 f8 12 00 .$........H..$....H..'...H..$...
7fc0 00 48 8d 42 58 48 83 c2 60 48 89 84 24 18 13 00 00 48 8d 72 78 48 8d 05 f1 7c 09 00 48 89 84 24 .H.BXH..`H..$....H.rxH...|..H..$
7fe0 20 13 00 00 48 89 84 24 48 13 00 00 48 8d 42 08 48 89 84 24 68 13 00 00 48 8d 05 01 d1 08 00 48 ....H..$H...H.B.H..$h...H......H
8000 89 84 24 70 13 00 00 48 8d 42 10 48 89 84 24 90 13 00 00 48 8d 05 96 7d 09 00 48 89 84 24 98 13 ..$p...H.B.H..$....H...}..H..$..
8020 00 00 48 8d 42 18 48 89 94 24 40 13 00 00 48 c7 84 24 e0 12 00 00 00 00 00 00 66 c7 84 24 e8 12 ..H.B.H..$@...H..$........f..$..
8040 00 00 01 00 c6 84 24 ea 12 00 00 01 48 c7 84 24 00 13 00 00 36 09 00 00 48 c7 84 24 08 13 00 00 ......$.....H..$....6...H..$....
8060 00 00 00 00 66 c7 84 24 10 13 00 00 01 00 c6 84 24 12 13 00 00 00 48 c7 84 24 28 13 00 00 07 00 ....f..$........$.....H..$(.....
8080 00 00 48 c7 84 24 30 13 00 00 00 00 00 00 66 c7 84 24 38 13 00 00 00 01 c6 84 24 3a 13 00 00 01 ..H..$0.......f..$8.......$:....
80a0 48 c7 84 24 50 13 00 00 07 00 00 00 48 c7 84 24 58 13 00 00 00 00 00 00 66 c7 84 24 60 13 00 00 H..$P.......H..$X.......f..$`...
80c0 01 00 c6 84 24 62 13 00 00 01 48 c7 84 24 78 13 00 00 cf 0d 00 00 48 c7 84 24 80 13 00 00 00 00 ....$b....H..$x.......H..$......
80e0 00 00 66 c7 84 24 88 13 00 00 01 00 c6 84 24 8a 13 00 00 00 48 c7 84 24 a0 13 00 00 0a 00 00 00 ..f..$........$.....H..$........
8100 48 c7 84 24 a8 13 00 00 00 00 00 00 66 c7 84 24 b0 13 00 00 00 01 c6 84 24 b2 13 00 00 01 48 89 H..$........f..$........$.....H.
8120 84 24 b8 13 00 00 48 8d 05 a3 76 09 00 48 89 84 24 c0 13 00 00 48 8d 42 20 48 89 84 24 e0 13 00 .$....H...v..H..$....H.B.H..$...
8140 00 48 8d 05 98 74 09 00 48 89 84 24 e8 13 00 00 48 8d 42 28 48 89 84 24 08 14 00 00 48 8d 05 ed .H...t..H..$....H.B(H..$....H...
8160 75 09 00 48 89 84 24 10 14 00 00 48 8d 42 30 48 89 84 24 30 14 00 00 48 8d 05 1b 7d 09 00 48 89 u..H..$....H.B0H..$0...H...}..H.
8180 84 24 38 14 00 00 48 8d 42 38 48 89 84 24 58 14 00 00 48 8d 05 27 76 09 00 48 89 84 24 60 14 00 .$8...H.B8H..$X...H..'v..H..$`..
81a0 00 48 8d 42 40 48 89 84 24 80 14 00 00 48 8d 05 34 7d 09 00 48 89 84 24 88 14 00 00 48 8d 42 48 .H.B@H..$....H..4}..H..$....H.BH
81c0 48 c7 84 24 c8 13 00 00 12 00 00 00 48 c7 84 24 d0 13 00 00 00 00 00 00 66 c7 84 24 d8 13 00 00 H..$........H..$........f..$....
81e0 00 01 c6 84 24 da 13 00 00 01 48 c7 84 24 f0 13 00 00 13 00 00 00 48 c7 84 24 f8 13 00 00 00 00 ....$.....H..$........H..$......
8200 00 00 66 c7 84 24 00 14 00 00 00 01 c6 84 24 02 14 00 00 01 48 c7 84 24 18 14 00 00 10 00 00 00 ..f..$........$.....H..$........
8220 48 c7 84 24 20 14 00 00 00 00 00 00 66 c7 84 24 28 14 00 00 00 01 c6 84 24 2a 14 00 00 01 48 c7 H..$........f..$(.......$*....H.
8240 84 24 40 14 00 00 05 00 00 00 48 c7 84 24 48 14 00 00 00 00 00 00 66 c7 84 24 50 14 00 00 00 01 .$@.......H..$H.......f..$P.....
8260 c6 84 24 52 14 00 00 01 48 c7 84 24 68 14 00 00 0e 00 00 00 48 c7 84 24 70 14 00 00 00 00 00 00 ..$R....H..$h.......H..$p.......
8280 66 c7 84 24 78 14 00 00 00 01 c6 84 24 7a 14 00 00 01 48 c7 84 24 90 14 00 00 04 00 00 00 48 89 f..$x.......$z....H..$........H.
82a0 84 24 a8 14 00 00 48 8d 05 73 5b 07 00 48 89 84 24 b0 14 00 00 48 8d 42 50 48 89 84 24 d0 14 00 .$....H..s[..H..$....H.BPH..$...
82c0 00 48 8d 05 18 5b 07 00 48 89 84 24 d8 14 00 00 48 8d 42 58 48 89 84 24 f8 14 00 00 48 8d 05 e3 .H...[..H..$....H.BXH..$....H...
82e0 79 09 00 48 89 84 24 00 15 00 00 48 8d 42 60 48 89 84 24 20 15 00 00 48 8d 05 0f 7c 09 00 48 89 y..H..$....H.B`H..$....H...|..H.
8300 84 24 28 15 00 00 48 89 84 24 50 15 00 00 48 8d 42 70 48 89 8c 24 48 15 00 00 48 81 c1 a0 00 00 .$(...H..$P...H.BpH..$H...H.....
8320 00 48 c7 84 24 98 14 00 00 00 00 00 00 66 c7 84 24 a0 14 00 00 00 01 c6 84 24 a2 14 00 00 01 48 .H..$........f..$........$.....H
8340 c7 84 24 b8 14 00 00 25 00 00 00 48 c7 84 24 c0 14 00 00 00 00 00 00 66 c7 84 24 c8 14 00 00 01 ..$....%...H..$........f..$.....
8360 00 c6 84 24 ca 14 00 00 00 48 c7 84 24 e0 14 00 00 33 00 00 00 48 c7 84 24 e8 14 00 00 00 00 00 ...$.....H..$....3...H..$.......
8380 00 66 c7 84 24 f0 14 00 00 01 00 c6 84 24 f2 14 00 00 00 48 c7 84 24 08 15 00 00 07 00 00 00 48 .f..$........$.....H..$........H
83a0 c7 84 24 10 15 00 00 00 00 00 00 66 c7 84 24 18 15 00 00 00 01 c6 84 24 1a 15 00 00 01 48 c7 84 ..$........f..$........$.....H..
83c0 24 30 15 00 00 03 00 00 00 48 c7 84 24 38 15 00 00 00 00 00 00 66 c7 84 24 40 15 00 00 00 01 c6 $0.......H..$8.......f..$@......
83e0 84 24 42 15 00 00 01 48 c7 84 24 58 15 00 00 03 00 00 00 48 c7 84 24 60 15 00 00 00 00 00 00 66 .$B....H..$X.......H..$`.......f
8400 c7 84 24 68 15 00 00 01 00 c6 84 24 6a 15 00 00 01 48 89 84 24 70 15 00 00 48 8d 05 84 79 09 00 ..$h.......$j....H..$p...H...y..
8420 48 89 84 24 78 15 00 00 48 89 84 24 a0 15 00 00 48 8d 82 80 00 00 00 48 89 84 24 c0 15 00 00 48 H..$x...H..$....H......H..$....H
8440 8d 05 58 79 09 00 48 89 84 24 c8 15 00 00 48 89 84 24 f0 15 00 00 48 8d 82 90 00 00 00 48 81 c2 ..Xy..H..$....H..$....H......H..
8460 98 00 00 00 48 89 84 24 10 16 00 00 48 8d 05 c5 75 09 00 48 8d ba c0 00 00 00 48 89 84 24 18 16 ....H..$....H...u..H......H..$..
8480 00 00 48 89 84 24 40 16 00 00 48 8d 42 08 48 89 b4 24 98 15 00 00 48 81 c6 a8 00 00 00 48 89 9c ..H..$@...H.B.H..$....H......H..
84a0 24 e8 15 00 00 48 81 c3 f8 00 00 00 48 89 94 24 38 16 00 00 48 c7 84 24 80 15 00 00 06 00 00 00 $....H......H..$8...H..$........
84c0 48 c7 84 24 88 15 00 00 00 00 00 00 66 c7 84 24 90 15 00 00 00 01 c6 84 24 92 15 00 00 01 48 c7 H..$........f..$........$.....H.
84e0 84 24 a8 15 00 00 06 00 00 00 48 c7 84 24 b0 15 00 00 00 00 00 00 66 c7 84 24 b8 15 00 00 01 00 .$........H..$........f..$......
8500 c6 84 24 ba 15 00 00 01 48 c7 84 24 d0 15 00 00 06 00 00 00 48 c7 84 24 d8 15 00 00 00 00 00 00 ..$.....H..$........H..$........
8520 66 c7 84 24 e0 15 00 00 00 01 c6 84 24 e2 15 00 00 01 48 c7 84 24 f8 15 00 00 06 00 00 00 48 c7 f..$........$.....H..$........H.
8540 84 24 00 16 00 00 00 00 00 00 66 c7 84 24 08 16 00 00 01 00 c6 84 24 0a 16 00 00 01 48 c7 84 24 .$........f..$........$.....H..$
8560 20 16 00 00 0a 00 00 00 48 c7 84 24 28 16 00 00 00 00 00 00 66 c7 84 24 30 16 00 00 00 01 c6 84 ........H..$(.......f..$0.......
8580 24 32 16 00 00 01 48 c7 84 24 48 16 00 00 0a 00 00 00 48 89 84 24 60 16 00 00 48 8d 05 3f 5e 09 $2....H..$H.......H..$`...H..?^.
85a0 00 48 89 84 24 68 16 00 00 48 8d 42 10 48 89 84 24 88 16 00 00 48 8d 05 0c 76 09 00 48 89 84 24 .H..$h...H.B.H..$....H...v..H..$
85c0 90 16 00 00 48 8d 42 18 48 89 84 24 b0 16 00 00 48 8d 05 0d 79 09 00 48 89 84 24 b8 16 00 00 48 ....H.B.H..$....H...y..H..$....H
85e0 8d 42 20 48 89 84 24 d8 16 00 00 48 8d 05 cd 76 09 00 48 89 84 24 e0 16 00 00 48 8d 42 28 48 89 .B.H..$....H...v..H..$....H.B(H.
8600 84 24 00 17 00 00 48 8d 05 8b 77 09 00 48 89 84 24 08 17 00 00 48 8d 42 30 48 c7 84 24 50 16 00 .$....H...w..H..$....H.B0H..$P..
8620 00 00 00 00 00 66 c7 84 24 58 16 00 00 01 00 c6 84 24 5a 16 00 00 01 48 c7 84 24 70 16 00 00 61 .....f..$X.......$Z....H..$p...a
8640 0c 00 00 48 c7 84 24 78 16 00 00 00 00 00 00 66 c7 84 24 80 16 00 00 01 00 c6 84 24 82 16 00 00 ...H..$x.......f..$........$....
8660 00 48 c7 84 24 98 16 00 00 08 00 00 00 48 c7 84 24 a0 16 00 00 00 00 00 00 66 c7 84 24 a8 16 00 .H..$........H..$........f..$...
8680 00 01 00 c6 84 24 aa 16 00 00 00 48 c7 84 24 c0 16 00 00 04 00 00 00 48 c7 84 24 c8 16 00 00 00 .....$.....H..$........H..$.....
86a0 00 00 00 66 c7 84 24 d0 16 00 00 00 01 c6 84 24 d2 16 00 00 01 48 c7 84 24 e8 16 00 00 07 00 00 ...f..$........$.....H..$.......
86c0 00 48 c7 84 24 f0 16 00 00 00 00 00 00 66 c7 84 24 f8 16 00 00 00 01 c6 84 24 fa 16 00 00 01 48 .H..$........f..$........$.....H
86e0 c7 84 24 10 17 00 00 06 00 00 00 48 c7 84 24 18 17 00 00 00 00 00 00 66 c7 84 24 20 17 00 00 00 ..$........H..$........f..$.....
8700 01 c6 84 24 22 17 00 00 01 48 89 84 24 28 17 00 00 48 8d 05 7a 76 09 00 48 89 84 24 30 17 00 00 ...$"....H..$(...H..zv..H..$0...
8720 48 8d 42 38 48 89 84 24 50 17 00 00 48 8d 05 35 72 09 00 48 89 84 24 58 17 00 00 48 8d 42 40 48 H.B8H..$P...H..5r..H..$X...H.B@H
8740 89 84 24 78 17 00 00 48 8d 05 6a 75 09 00 48 89 84 24 80 17 00 00 48 8d 42 48 48 89 84 24 a0 17 ..$x...H..ju..H..$....H.BHH..$..
8760 00 00 48 8d 05 1f 76 09 00 48 89 84 24 a8 17 00 00 48 8d 42 50 48 89 84 24 c8 17 00 00 48 8d 05 ..H...v..H..$....H.BPH..$....H..
8780 5c 77 09 00 48 89 84 24 d0 17 00 00 48 8d 42 58 48 89 84 24 f0 17 00 00 48 8d 05 e0 75 09 00 48 \w..H..$....H.BXH..$....H...u..H
87a0 89 84 24 f8 17 00 00 48 8d 42 60 48 c7 84 24 38 17 00 00 06 00 00 00 48 c7 84 24 40 17 00 00 00 ..$....H.B`H..$8.......H..$@....
87c0 00 00 00 66 c7 84 24 48 17 00 00 00 01 c6 84 24 4a 17 00 00 01 48 c7 84 24 60 17 00 00 0b 00 00 ...f..$H.......$J....H..$`......
87e0 00 48 c7 84 24 68 17 00 00 00 00 00 00 66 c7 84 24 70 17 00 00 00 01 c6 84 24 72 17 00 00 01 48 .H..$h.......f..$p.......$r....H
8800 c7 84 24 88 17 00 00 07 00 00 00 48 c7 84 24 90 17 00 00 00 00 00 00 66 c7 84 24 98 17 00 00 01 ..$........H..$........f..$.....
8820 00 c6 84 24 9a 17 00 00 00 48 c7 84 24 b0 17 00 00 0a 00 00 00 48 c7 84 24 b8 17 00 00 00 00 00 ...$.....H..$........H..$.......
8840 00 66 c7 84 24 c0 17 00 00 00 01 c6 84 24 c2 17 00 00 01 48 c7 84 24 d8 17 00 00 04 00 00 00 48 .f..$........$.....H..$........H
8860 c7 84 24 e0 17 00 00 00 00 00 00 66 c7 84 24 e8 17 00 00 00 01 c6 84 24 ea 17 00 00 01 48 c7 84 ..$........f..$........$.....H..
8880 24 00 18 00 00 06 00 00 00 48 89 84 24 18 18 00 00 48 8d 05 f8 75 09 00 48 89 84 24 20 18 00 00 $........H..$....H...u..H..$....
88a0 48 8d 42 68 48 89 84 24 40 18 00 00 48 8d 05 d5 6f 09 00 48 89 84 24 48 18 00 00 48 89 84 24 70 H.BhH..$@...H...o..H..$H...H..$p
88c0 18 00 00 48 8d 42 78 48 89 84 24 90 18 00 00 48 8d 05 8a bd 08 00 48 89 84 24 98 18 00 00 48 8d ...H.BxH..$....H......H..$....H.
88e0 82 80 00 00 00 48 89 84 24 b8 18 00 00 48 8d 05 2a 76 09 00 48 89 8c 24 68 18 00 00 48 81 c1 a8 .....H..$....H..*v..H..$h...H...
8900 00 00 00 48 89 84 24 c0 18 00 00 48 c7 84 24 08 18 00 00 00 00 00 00 66 c7 84 24 10 18 00 00 00 ...H..$....H..$........f..$.....
8920 01 c6 84 24 12 18 00 00 01 48 c7 84 24 28 18 00 00 09 00 00 00 48 c7 84 24 30 18 00 00 00 00 00 ...$.....H..$(.......H..$0......
8940 00 66 c7 84 24 38 18 00 00 00 01 c6 84 24 3a 18 00 00 01 48 c7 84 24 50 18 00 00 0c 00 00 00 48 .f..$8.......$:....H..$P.......H
8960 c7 84 24 58 18 00 00 00 00 00 00 66 c7 84 24 60 18 00 00 00 01 c6 84 24 62 18 00 00 01 48 c7 84 ..$X.......f..$`.......$b....H..
8980 24 78 18 00 00 0c 00 00 00 48 c7 84 24 80 18 00 00 00 00 00 00 66 c7 84 24 88 18 00 00 01 00 c6 $x.......H..$........f..$.......
89a0 84 24 8a 18 00 00 01 48 c7 84 24 a0 18 00 00 95 0a 00 00 48 c7 84 24 a8 18 00 00 00 00 00 00 66 .$.....H..$........H..$........f
89c0 c7 84 24 b0 18 00 00 01 00 c6 84 24 b2 18 00 00 00 48 c7 84 24 c8 18 00 00 02 00 00 00 48 c7 84 ..$........$.....H..$........H..
89e0 24 d0 18 00 00 00 00 00 00 66 c7 84 24 d8 18 00 00 00 01 c6 84 24 da 18 00 00 01 48 89 84 24 e8 $........f..$........$.....H..$.
8a00 18 00 00 48 8d 82 90 00 00 00 48 89 84 24 08 19 00 00 48 8d 05 27 ae 08 00 48 89 84 24 10 19 00 ...H......H..$....H..'...H..$...
8a20 00 48 8d 82 98 00 00 00 48 89 84 24 30 19 00 00 48 8d 05 42 73 09 00 48 89 84 24 38 19 00 00 48 .H......H..$0...H..Bs..H..$8...H
8a40 8d 82 a0 00 00 00 48 89 84 24 58 19 00 00 48 8d 05 1e 73 09 00 48 89 84 24 60 19 00 00 48 8d 82 ......H..$X...H...s..H..$`...H..
8a60 a8 00 00 00 48 89 84 24 80 19 00 00 48 8d 05 4d 71 09 00 48 89 84 24 88 19 00 00 48 8d 82 b0 00 ....H..$....H..Mq..H..$....H....
8a80 00 00 48 89 84 24 a8 19 00 00 48 8d 05 20 72 09 00 48 89 84 24 b0 19 00 00 48 8d 82 b8 00 00 00 ..H..$....H...r..H..$....H......
8aa0 48 89 b4 24 e0 18 00 00 48 81 c6 b0 00 00 00 48 c7 84 24 f0 18 00 00 02 00 00 00 48 c7 84 24 f8 H..$....H......H..$........H..$.
8ac0 18 00 00 00 00 00 00 66 c7 84 24 00 19 00 00 01 00 c6 84 24 02 19 00 00 01 48 c7 84 24 18 19 00 .......f..$........$.....H..$...
8ae0 00 1c 0e 00 00 48 c7 84 24 20 19 00 00 00 00 00 00 66 c7 84 24 28 19 00 00 01 00 c6 84 24 2a 19 .....H..$........f..$(.......$*.
8b00 00 00 00 48 c7 84 24 40 19 00 00 06 00 00 00 48 c7 84 24 48 19 00 00 00 00 00 00 66 c7 84 24 50 ...H..$@.......H..$H.......f..$P
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8b40 00 00 00 00 00 66 c7 84 24 78 19 00 00 00 01 c6 84 24 7a 19 00 00 01 48 c7 84 24 90 19 00 00 08 .....f..$x.......$z....H..$.....
8b60 00 00 00 48 c7 84 24 98 19 00 00 00 00 00 00 66 c7 84 24 a0 19 00 00 00 01 c6 84 24 a2 19 00 00 ...H..$........f..$........$....
8b80 01 48 c7 84 24 b8 19 00 00 07 00 00 00 48 89 84 24 d0 19 00 00 48 8d 05 d1 71 09 00 48 89 84 24 .H..$........H..$....H...q..H..$
8ba0 d8 19 00 00 48 89 84 24 00 1a 00 00 48 8d 82 c8 00 00 00 48 89 84 24 20 1a 00 00 48 8d 05 5e a0 ....H..$....H......H..$....H..^.
8bc0 08 00 48 89 84 24 28 1a 00 00 48 8d 82 d0 00 00 00 48 89 84 24 48 1a 00 00 48 8d 05 87 71 09 00 ..H..$(...H......H..$H...H...q..
8be0 48 89 84 24 50 1a 00 00 48 8d 82 d8 00 00 00 48 89 84 24 70 1a 00 00 48 8d 05 0c 73 09 00 48 89 H..$P...H......H..$p...H...s..H.
8c00 84 24 78 1a 00 00 48 8d 82 e0 00 00 00 48 89 bc 24 f8 19 00 00 48 81 c7 a0 00 00 00 48 c7 84 24 .$x...H......H..$....H......H..$
8c20 c0 19 00 00 00 00 00 00 66 c7 84 24 c8 19 00 00 00 01 c6 84 24 ca 19 00 00 01 48 c7 84 24 e0 19 ........f..$........$.....H..$..
8c40 00 00 06 00 00 00 48 c7 84 24 e8 19 00 00 00 00 00 00 66 c7 84 24 f0 19 00 00 00 01 c6 84 24 f2 ......H..$........f..$........$.
8c60 19 00 00 01 48 c7 84 24 08 1a 00 00 06 00 00 00 48 c7 84 24 10 1a 00 00 00 00 00 00 66 c7 84 24 ....H..$........H..$........f..$
8c80 18 1a 00 00 01 00 c6 84 24 1a 1a 00 00 01 48 c7 84 24 30 1a 00 00 0f 0c 00 00 48 c7 84 24 38 1a ........$.....H..$0.......H..$8.
8ca0 00 00 00 00 00 00 66 c7 84 24 40 1a 00 00 01 00 c6 84 24 42 1a 00 00 00 48 c7 84 24 58 1a 00 00 ......f..$@.......$B....H..$X...
8cc0 06 00 00 00 48 c7 84 24 60 1a 00 00 00 00 00 00 66 c7 84 24 68 1a 00 00 01 00 c6 84 24 6a 1a 00 ....H..$`.......f..$h.......$j..
8ce0 00 01 48 c7 84 24 80 1a 00 00 03 00 00 00 48 c7 84 24 88 1a 00 00 00 00 00 00 66 c7 84 24 90 1a ..H..$........H..$........f..$..
8d00 00 00 01 00 c6 84 24 92 1a 00 00 00 48 89 84 24 98 1a 00 00 48 8d 05 0d 6d 09 00 48 89 84 24 a0 ......$.....H..$....H...m..H..$.
8d20 1a 00 00 48 89 84 24 c8 1a 00 00 48 8d 82 f0 00 00 00 48 89 84 24 e8 1a 00 00 48 8d 05 5f 97 08 ...H..$....H......H..$....H.._..
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8d60 89 84 24 18 1b 00 00 48 8d 82 00 01 00 00 48 81 c2 08 01 00 00 48 89 84 24 38 1b 00 00 48 8d 05 ..$....H......H......H..$8...H..
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8da0 48 81 c3 20 01 00 00 48 89 94 24 60 1b 00 00 48 c7 84 24 a8 1a 00 00 0a 00 00 00 48 c7 84 24 b0 H......H..$`...H..$........H..$.
8dc0 1a 00 00 00 00 00 00 66 c7 84 24 b8 1a 00 00 00 01 c6 84 24 ba 1a 00 00 01 48 c7 84 24 d0 1a 00 .......f..$........$.....H..$...
8de0 00 0a 00 00 00 48 c7 84 24 d8 1a 00 00 00 00 00 00 66 c7 84 24 e0 1a 00 00 01 00 c6 84 24 e2 1a .....H..$........f..$........$..
8e00 00 00 01 48 c7 84 24 f8 1a 00 00 7b 07 00 00 48 c7 84 24 00 1b 00 00 00 00 00 00 66 c7 84 24 08 ...H..$....{...H..$........f..$.
8e20 1b 00 00 01 00 c6 84 24 0a 1b 00 00 00 48 c7 84 24 20 1b 00 00 04 00 00 00 48 c7 84 24 28 1b 00 .......$.....H..$........H..$(..
8e40 00 00 00 00 00 66 c7 84 24 30 1b 00 00 00 01 c6 84 24 32 1b 00 00 01 48 c7 84 24 48 1b 00 00 12 .....f..$0.......$2....H..$H....
8e60 00 00 00 48 c7 84 24 50 1b 00 00 00 00 00 00 66 c7 84 24 58 1b 00 00 00 01 c6 84 24 5a 1b 00 00 ...H..$P.......f..$X.......$Z...
8e80 01 48 c7 84 24 70 1b 00 00 12 00 00 00 48 89 84 24 88 1b 00 00 48 8d 05 7c 6b 09 00 48 89 84 24 .H..$p.......H..$....H..|k..H..$
8ea0 90 1b 00 00 48 89 84 24 b8 1b 00 00 48 8d 42 18 48 89 84 24 d8 1b 00 00 48 8d 05 a1 4e 07 00 48 ....H..$....H.B.H..$....H...N..H
8ec0 89 84 24 e0 1b 00 00 48 8d 42 20 48 89 84 24 00 1c 00 00 48 8d 05 de 6c 09 00 48 89 84 24 08 1c ..$....H.B.H..$....H...l..H..$..
8ee0 00 00 48 8d 42 28 48 89 84 24 28 1c 00 00 48 8d 05 b5 6d 09 00 48 89 8c 24 b0 1b 00 00 48 81 c1 ..H.B(H..$(...H...m..H..$....H..
8f00 28 01 00 00 48 89 84 24 30 1c 00 00 48 c7 84 24 78 1b 00 00 00 00 00 00 66 c7 84 24 80 1b 00 00 (...H..$0...H..$x.......f..$....
8f20 01 00 c6 84 24 82 1b 00 00 01 48 c7 84 24 98 1b 00 00 0a 00 00 00 48 c7 84 24 a0 1b 00 00 00 00 ....$.....H..$........H..$......
8f40 00 00 66 c7 84 24 a8 1b 00 00 00 01 c6 84 24 aa 1b 00 00 01 48 c7 84 24 c0 1b 00 00 0a 00 00 00 ..f..$........$.....H..$........
8f60 48 c7 84 24 c8 1b 00 00 00 00 00 00 66 c7 84 24 d0 1b 00 00 01 00 c6 84 24 d2 1b 00 00 01 48 c7 H..$........f..$........$.....H.
8f80 84 24 e8 1b 00 00 75 00 00 00 48 c7 84 24 f0 1b 00 00 00 00 00 00 66 c7 84 24 f8 1b 00 00 01 00 .$....u...H..$........f..$......
8fa0 c6 84 24 fa 1b 00 00 00 48 c7 84 24 10 1c 00 00 08 00 00 00 48 c7 84 24 18 1c 00 00 00 00 00 00 ..$.....H..$........H..$........
8fc0 66 c7 84 24 20 1c 00 00 00 01 c6 84 24 22 1c 00 00 01 48 c7 84 24 38 1c 00 00 07 00 00 00 48 c7 f..$........$"....H..$8.......H.
8fe0 84 24 40 1c 00 00 00 00 00 00 66 c7 84 24 48 1c 00 00 00 01 c6 84 24 4a 1c 00 00 01 48 89 84 24 .$@.......f..$H.......$J....H..$
9000 58 1c 00 00 48 8d 42 38 48 89 84 24 78 1c 00 00 48 8d 05 49 81 08 00 48 89 84 24 80 1c 00 00 48 X...H.B8H..$x...H..I...H..$....H
9020 8d 42 40 48 89 84 24 a0 1c 00 00 48 8d 05 d6 69 09 00 48 89 84 24 a8 1c 00 00 48 8d 42 48 48 89 .B@H..$....H...i..H..$....H.BHH.
9040 84 24 c8 1c 00 00 48 8d 05 3a 6e 09 00 48 89 84 24 d0 1c 00 00 48 8d 42 50 48 89 84 24 f0 1c 00 .$....H..:n..H..$....H.BPH..$...
9060 00 48 8d 05 28 67 09 00 48 89 84 24 f8 1c 00 00 48 89 84 24 20 1d 00 00 48 8d 42 60 48 89 b4 24 .H..(g..H..$....H..$....H.B`H..$
9080 50 1c 00 00 48 81 c6 68 01 00 00 48 89 bc 24 18 1d 00 00 48 81 c7 60 01 00 00 48 c7 84 24 60 1c P...H..h...H..$....H..`...H..$`.
90a0 00 00 07 00 00 00 48 c7 84 24 68 1c 00 00 00 00 00 00 66 c7 84 24 70 1c 00 00 01 00 c6 84 24 72 ......H..$h.......f..$p.......$r
90c0 1c 00 00 01 48 c7 84 24 88 1c 00 00 21 13 00 00 48 c7 84 24 90 1c 00 00 00 00 00 00 66 c7 84 24 ....H..$....!...H..$........f..$
90e0 98 1c 00 00 01 00 c6 84 24 9a 1c 00 00 00 48 c7 84 24 b0 1c 00 00 0a 00 00 00 48 c7 84 24 b8 1c ........$.....H..$........H..$..
9100 00 00 00 00 00 00 66 c7 84 24 c0 1c 00 00 01 00 c6 84 24 c2 1c 00 00 01 48 c7 84 24 d8 1c 00 00 ......f..$........$.....H..$....
9120 05 00 00 00 48 c7 84 24 e0 1c 00 00 00 00 00 00 66 c7 84 24 e8 1c 00 00 00 01 c6 84 24 ea 1c 00 ....H..$........f..$........$...
9140 00 01 48 c7 84 24 00 1d 00 00 0f 00 00 00 48 c7 84 24 08 1d 00 00 00 00 00 00 66 c7 84 24 10 1d ..H..$........H..$........f..$..
9160 00 00 00 01 c6 84 24 12 1d 00 00 01 48 c7 84 24 28 1d 00 00 0f 00 00 00 48 89 84 24 40 1d 00 00 ......$.....H..$(.......H..$@...
9180 48 8d 05 59 6f 08 00 48 89 84 24 48 1d 00 00 48 8d 42 68 48 89 84 24 68 1d 00 00 48 8d 05 65 6d H..Yo..H..$H...H.BhH..$h...H..em
91a0 09 00 48 89 84 24 70 1d 00 00 48 8d 42 70 48 89 84 24 90 1d 00 00 48 8d 05 e6 6a 09 00 48 89 84 ..H..$p...H.BpH..$....H...j..H..
91c0 24 98 1d 00 00 48 8d 42 78 48 89 84 24 b8 1d 00 00 48 8d 05 c0 6a 09 00 48 89 84 24 c0 1d 00 00 $....H.BxH..$....H...j..H..$....
91e0 48 8d 82 80 00 00 00 48 89 84 24 e0 1d 00 00 48 8d 05 6b 6b 09 00 48 89 84 24 e8 1d 00 00 48 8d H......H..$....H..kk..H..$....H.
9200 82 88 00 00 00 48 c7 84 24 30 1d 00 00 00 00 00 00 66 c7 84 24 38 1d 00 00 01 00 c6 84 24 3a 1d .....H..$0.......f..$8.......$:.
9220 00 00 01 48 c7 84 24 50 1d 00 00 6e 10 00 00 48 c7 84 24 58 1d 00 00 00 00 00 00 66 c7 84 24 60 ...H..$P...n...H..$X.......f..$`
9240 1d 00 00 01 00 c6 84 24 62 1d 00 00 00 48 c7 84 24 78 1d 00 00 03 00 00 00 48 c7 84 24 80 1d 00 .......$b....H..$x.......H..$...
9260 00 00 00 00 00 66 c7 84 24 88 1d 00 00 00 01 c6 84 24 8a 1d 00 00 01 48 c7 84 24 a0 1d 00 00 07 .....f..$........$.....H..$.....
9280 00 00 00 48 c7 84 24 a8 1d 00 00 00 00 00 00 66 c7 84 24 b0 1d 00 00 01 00 c6 84 24 b2 1d 00 00 ...H..$........f..$........$....
92a0 01 48 c7 84 24 c8 1d 00 00 0b 00 00 00 48 c7 84 24 d0 1d 00 00 00 00 00 00 66 c7 84 24 d8 1d 00 .H..$........H..$........f..$...
92c0 00 00 01 c6 84 24 da 1d 00 00 01 48 c7 84 24 f0 1d 00 00 06 00 00 00 48 c7 84 24 f8 1d 00 00 00 .....$.....H..$........H..$.....
92e0 00 00 00 66 c7 84 24 00 1e 00 00 00 01 c6 84 24 02 1e 00 00 01 48 89 84 24 08 1e 00 00 48 8d 05 ...f..$........$.....H..$....H..
9300 54 65 09 00 48 89 84 24 10 1e 00 00 48 8d 82 90 00 00 00 48 89 84 24 30 1e 00 00 48 8d 05 39 6a Te..H..$....H......H..$0...H..9j
9320 09 00 48 89 84 24 38 1e 00 00 48 8d 82 98 00 00 00 48 89 84 24 58 1e 00 00 48 8d 05 15 6a 09 00 ..H..$8...H......H..$X...H...j..
9340 48 89 84 24 60 1e 00 00 48 8d 82 a0 00 00 00 48 89 84 24 80 1e 00 00 48 8d 05 f1 69 09 00 48 89 H..$`...H......H..$....H...i..H.
9360 84 24 88 1e 00 00 48 8d 82 a8 00 00 00 48 89 84 24 a8 1e 00 00 48 8d 05 06 6b 09 00 48 89 84 24 .$....H......H..$....H...k..H..$
9380 b0 1e 00 00 48 8d 82 b0 00 00 00 48 89 84 24 d0 1e 00 00 48 8d 05 e3 6a 09 00 48 89 84 24 d8 1e ....H......H..$....H...j..H..$..
93a0 00 00 48 8d 82 b8 00 00 00 48 c7 84 24 18 1e 00 00 0e 00 00 00 48 c7 84 24 20 1e 00 00 00 00 00 ..H......H..$........H..$.......
93c0 00 66 c7 84 24 28 1e 00 00 00 01 c6 84 24 2a 1e 00 00 01 48 c7 84 24 40 1e 00 00 06 00 00 00 48 .f..$(.......$*....H..$@.......H
93e0 c7 84 24 48 1e 00 00 00 00 00 00 66 c7 84 24 50 1e 00 00 00 01 c6 84 24 52 1e 00 00 01 48 c7 84 ..$H.......f..$P.......$R....H..
9400 24 68 1e 00 00 06 00 00 00 48 c7 84 24 70 1e 00 00 00 00 00 00 66 c7 84 24 78 1e 00 00 00 01 c6 $h.......H..$p.......f..$x......
9420 84 24 7a 1e 00 00 01 48 c7 84 24 90 1e 00 00 06 00 00 00 48 c7 84 24 98 1e 00 00 00 00 00 00 66 .$z....H..$........H..$........f
9440 c7 84 24 a0 1e 00 00 00 01 c6 84 24 a2 1e 00 00 01 48 c7 84 24 b8 1e 00 00 05 00 00 00 48 c7 84 ..$........$.....H..$........H..
9460 24 c0 1e 00 00 00 00 00 00 66 c7 84 24 c8 1e 00 00 00 01 c6 84 24 ca 1e 00 00 01 48 c7 84 24 e0 $........f..$........$.....H..$.
9480 1e 00 00 05 00 00 00 48 89 84 24 f8 1e 00 00 48 8d 05 62 65 09 00 48 89 84 24 00 1f 00 00 48 8d .......H..$....H..be..H..$....H.
94a0 82 c0 00 00 00 48 89 84 24 20 1f 00 00 48 8d 05 5c 66 09 00 48 89 84 24 28 1f 00 00 48 8d 82 c8 .....H..$....H..\f..H..$(...H...
94c0 00 00 00 48 89 84 24 48 1f 00 00 48 8d 05 77 68 09 00 48 89 84 24 50 1f 00 00 48 8d 82 d0 00 00 ...H..$H...H..wh..H..$P...H.....
94e0 00 48 89 84 24 70 1f 00 00 48 8d 05 10 66 09 00 48 89 84 24 78 1f 00 00 48 8d 82 d8 00 00 00 48 .H..$p...H...f..H..$x...H......H
9500 89 84 24 98 1f 00 00 48 8d 05 e2 65 09 00 48 89 84 24 a0 1f 00 00 48 8d 82 e0 00 00 00 48 c7 84 ..$....H...e..H..$....H......H..
9520 24 e8 1e 00 00 00 00 00 00 66 c7 84 24 f0 1e 00 00 00 01 c6 84 24 f2 1e 00 00 01 48 c7 84 24 08 $........f..$........$.....H..$.
9540 1f 00 00 0a 00 00 00 48 c7 84 24 10 1f 00 00 00 00 00 00 66 c7 84 24 18 1f 00 00 01 00 c6 84 24 .......H..$........f..$........$
9560 1a 1f 00 00 00 48 c7 84 24 30 1f 00 00 09 00 00 00 48 c7 84 24 38 1f 00 00 00 00 00 00 66 c7 84 .....H..$0.......H..$8.......f..
9580 24 40 1f 00 00 00 01 c6 84 24 42 1f 00 00 01 48 c7 84 24 58 1f 00 00 06 00 00 00 48 c7 84 24 60 $@.......$B....H..$X.......H..$`
95a0 1f 00 00 00 00 00 00 66 c7 84 24 68 1f 00 00 00 01 c6 84 24 6a 1f 00 00 01 48 c7 84 24 80 1f 00 .......f..$h.......$j....H..$...
95c0 00 09 00 00 00 48 c7 84 24 88 1f 00 00 00 00 00 00 66 c7 84 24 90 1f 00 00 00 01 c6 84 24 92 1f .....H..$........f..$........$..
95e0 00 00 01 48 c7 84 24 a8 1f 00 00 09 00 00 00 48 c7 84 24 b0 1f 00 00 00 00 00 00 66 c7 84 24 b8 ...H..$........H..$........f..$.
9600 1f 00 00 00 01 c6 84 24 ba 1f 00 00 01 48 89 84 24 c0 1f 00 00 48 8d 05 3c 63 09 00 48 89 84 24 .......$.....H..$....H..<c..H..$
9620 c8 1f 00 00 48 8d 82 e8 00 00 00 48 89 84 24 e8 1f 00 00 48 8d 05 3e 68 09 00 48 89 84 24 f0 1f ....H......H..$....H..>h..H..$..
9640 00 00 48 8d 82 f0 00 00 00 48 89 84 24 10 20 00 00 48 8d 05 88 64 09 00 48 89 84 24 18 20 00 00 ..H......H..$....H...d..H..$....
9660 48 8d 82 f8 00 00 00 48 89 84 24 38 20 00 00 48 8d 05 cd 66 09 00 48 89 84 24 40 20 00 00 48 89 H......H..$8...H...f..H..$@...H.
9680 84 24 68 20 00 00 48 8d 82 08 01 00 00 48 89 84 24 88 20 00 00 48 8d 05 3c 68 09 00 48 89 84 24 .$h...H......H..$....H..<h..H..$
96a0 90 20 00 00 48 8d 82 10 01 00 00 48 89 9c 24 60 20 00 00 48 81 c3 d0 00 00 00 48 c7 84 24 d0 1f ....H......H..$`...H......H..$..
96c0 00 00 0b 00 00 00 48 c7 84 24 d8 1f 00 00 00 00 00 00 66 c7 84 24 e0 1f 00 00 00 01 c6 84 24 e2 ......H..$........f..$........$.
96e0 1f 00 00 01 48 c7 84 24 f8 1f 00 00 05 00 00 00 48 c7 84 24 00 20 00 00 00 00 00 00 66 c7 84 24 ....H..$........H..$........f..$
9700 08 20 00 00 00 01 c6 84 24 0a 20 00 00 01 48 c7 84 24 20 20 00 00 09 00 00 00 48 c7 84 24 28 20 ........$.....H..$........H..$(.
9720 00 00 00 00 00 00 66 c7 84 24 30 20 00 00 00 01 c6 84 24 32 20 00 00 01 48 c7 84 24 48 20 00 00 ......f..$0.......$2....H..$H...
9740 06 00 00 00 48 c7 84 24 50 20 00 00 00 00 00 00 66 c7 84 24 58 20 00 00 00 01 c6 84 24 5a 20 00 ....H..$P.......f..$X.......$Z..
9760 00 01 48 c7 84 24 70 20 00 00 06 00 00 00 48 c7 84 24 78 20 00 00 00 00 00 00 66 c7 84 24 80 20 ..H..$p.......H..$x.......f..$..
9780 00 00 01 00 c6 84 24 82 20 00 00 01 48 c7 84 24 98 20 00 00 04 00 00 00 48 89 84 24 b0 20 00 00 ......$.....H..$........H..$....
97a0 48 8d 05 e6 64 09 00 48 89 84 24 b8 20 00 00 48 8d 82 18 01 00 00 48 89 84 24 d8 20 00 00 48 8d H...d..H..$....H......H..$....H.
97c0 05 57 67 09 00 48 89 84 24 e0 20 00 00 48 8d 82 20 01 00 00 48 81 c2 28 01 00 00 48 89 84 24 00 .Wg..H..$....H......H..(...H..$.
97e0 21 00 00 48 8d 05 ea 66 09 00 48 89 84 24 08 21 00 00 48 89 84 24 30 21 00 00 48 8d 42 08 48 89 !..H...f..H..$.!..H..$0!..H.B.H.
9800 84 24 50 21 00 00 48 8d 05 a3 63 09 00 48 89 94 24 28 21 00 00 48 89 84 24 58 21 00 00 48 c7 84 .$P!..H...c..H..$(!..H..$X!..H..
9820 24 a0 20 00 00 00 00 00 00 66 c7 84 24 a8 20 00 00 01 00 c6 84 24 aa 20 00 00 01 48 c7 84 24 c0 $........f..$........$.....H..$.
9840 20 00 00 07 00 00 00 48 c7 84 24 c8 20 00 00 00 00 00 00 66 c7 84 24 d0 20 00 00 00 01 c6 84 24 .......H..$........f..$........$
9860 d2 20 00 00 01 48 c7 84 24 e8 20 00 00 02 00 00 00 48 c7 84 24 f0 20 00 00 00 00 00 00 66 c7 84 .....H..$........H..$........f..
9880 24 f8 20 00 00 01 00 c6 84 24 fa 20 00 00 01 48 c7 84 24 10 21 00 00 04 00 00 00 48 c7 84 24 18 $........$.....H..$.!......H..$.
98a0 21 00 00 00 00 00 00 66 c7 84 24 20 21 00 00 00 01 c6 84 24 22 21 00 00 01 48 c7 84 24 38 21 00 !......f..$.!......$"!...H..$8!.
98c0 00 04 00 00 00 48 c7 84 24 40 21 00 00 00 00 00 00 66 c7 84 24 48 21 00 00 01 00 c6 84 24 4a 21 .....H..$@!......f..$H!......$J!
98e0 00 00 01 48 c7 84 24 60 21 00 00 08 00 00 00 48 c7 84 24 68 21 00 00 00 00 00 00 66 c7 84 24 70 ...H..$`!......H..$h!......f..$p
9900 21 00 00 00 01 c6 84 24 72 21 00 00 01 48 89 84 24 80 21 00 00 48 8d 42 18 48 89 84 24 a0 21 00 !......$r!...H..$.!..H.B.H..$.!.
9920 00 48 8d 05 d8 3c 09 00 48 89 84 24 a8 21 00 00 48 8d 42 20 48 89 84 24 c8 21 00 00 48 8d 05 30 .H...<..H..$.!..H.B.H..$.!..H..0
9940 65 09 00 48 89 84 24 d0 21 00 00 48 8d 42 28 48 89 84 24 f0 21 00 00 48 8d 05 8a 60 09 00 48 89 e..H..$.!..H.B(H..$.!..H...`..H.
9960 84 24 f8 21 00 00 48 8d 42 30 48 89 84 24 18 22 00 00 48 8d 05 cf 5f 09 00 48 89 84 24 20 22 00 .$.!..H.B0H..$."..H..._..H..$.".
9980 00 48 8d 42 38 48 89 84 24 40 22 00 00 48 8d 05 f2 62 09 00 48 89 84 24 48 22 00 00 48 8d 42 40 .H.B8H..$@"..H...b..H..$H"..H.B@
99a0 48 89 8c 24 78 21 00 00 48 81 c1 e0 00 00 00 48 c7 84 24 88 21 00 00 08 00 00 00 48 c7 84 24 90 H..$x!..H......H..$.!......H..$.
99c0 21 00 00 00 00 00 00 66 c7 84 24 98 21 00 00 01 00 c6 84 24 9a 21 00 00 01 48 c7 84 24 b0 21 00 !......f..$.!......$.!...H..$.!.
99e0 00 d2 0d 00 00 48 c7 84 24 b8 21 00 00 00 00 00 00 66 c7 84 24 c0 21 00 00 01 00 c6 84 24 c2 21 .....H..$.!......f..$.!......$.!
9a00 00 00 00 48 c7 84 24 d8 21 00 00 05 00 00 00 48 c7 84 24 e0 21 00 00 00 00 00 00 66 c7 84 24 e8 ...H..$.!......H..$.!......f..$.
9a20 21 00 00 00 01 c6 84 24 ea 21 00 00 01 48 c7 84 24 00 22 00 00 0c 00 00 00 48 c7 84 24 08 22 00 !......$.!...H..$."......H..$.".
9a40 00 00 00 00 00 66 c7 84 24 10 22 00 00 01 00 c6 84 24 12 22 00 00 00 48 c7 84 24 28 22 00 00 0e .....f..$."......$."...H..$("...
9a60 00 00 00 48 c7 84 24 30 22 00 00 00 00 00 00 66 c7 84 24 38 22 00 00 01 00 c6 84 24 3a 22 00 00 ...H..$0"......f..$8"......$:"..
9a80 00 48 c7 84 24 50 22 00 00 07 00 00 00 48 89 84 24 68 22 00 00 48 8d 05 64 42 07 00 48 89 84 24 .H..$P"......H..$h"..H..dB..H..$
9aa0 70 22 00 00 48 8d 42 48 48 89 84 24 90 22 00 00 48 8d 05 c9 5c 09 00 48 89 84 24 98 22 00 00 48 p"..H.BHH..$."..H...\..H..$."..H
9ac0 8d 42 50 48 89 84 24 b8 22 00 00 48 8d 05 ad 61 09 00 48 89 84 24 c0 22 00 00 48 8d 42 58 48 89 .BPH..$."..H...a..H..$."..H.BXH.
9ae0 84 24 e0 22 00 00 48 8d 05 81 63 09 00 48 89 84 24 e8 22 00 00 48 8d 42 60 48 89 84 24 08 23 00 .$."..H...c..H..$."..H.B`H..$.#.
9b00 00 48 8d 05 30 5e 09 00 48 89 84 24 10 23 00 00 48 8d 42 68 48 c7 84 24 58 22 00 00 00 00 00 00 .H..0^..H..$.#..H.BhH..$X"......
9b20 66 c7 84 24 60 22 00 00 00 01 c6 84 24 62 22 00 00 01 48 c7 84 24 78 22 00 00 54 00 00 00 48 c7 f..$`"......$b"...H..$x"..T...H.
9b40 84 24 80 22 00 00 00 00 00 00 66 c7 84 24 88 22 00 00 01 00 c6 84 24 8a 22 00 00 00 48 c7 84 24 .$."......f..$."......$."...H..$
9b60 a0 22 00 00 10 00 00 00 48 c7 84 24 a8 22 00 00 00 00 00 00 66 c7 84 24 b0 22 00 00 00 01 c6 84 ."......H..$."......f..$."......
9b80 24 b2 22 00 00 01 48 c7 84 24 c8 22 00 00 07 00 00 00 48 c7 84 24 d0 22 00 00 00 00 00 00 66 c7 $."...H..$."......H..$."......f.
9ba0 84 24 d8 22 00 00 00 01 c6 84 24 da 22 00 00 01 48 c7 84 24 f0 22 00 00 05 00 00 00 48 c7 84 24 .$."......$."...H..$."......H..$
9bc0 f8 22 00 00 00 00 00 00 66 c7 84 24 00 23 00 00 00 01 c6 84 24 02 23 00 00 01 48 c7 84 24 18 23 ."......f..$.#......$.#...H..$.#
9be0 00 00 0b 00 00 00 48 c7 84 24 20 23 00 00 00 00 00 00 66 c7 84 24 28 23 00 00 00 01 c6 84 24 2a ......H..$.#......f..$(#......$*
9c00 23 00 00 01 48 89 84 24 30 23 00 00 48 8d 05 bd 62 09 00 48 89 84 24 38 23 00 00 48 89 84 24 60 #...H..$0#..H...b..H..$8#..H..$`
9c20 23 00 00 48 8d 42 78 48 89 84 24 80 23 00 00 48 8d 05 33 62 09 00 48 89 84 24 88 23 00 00 48 8d #..H.BxH..$.#..H..3b..H..$.#..H.
9c40 82 80 00 00 00 48 89 84 24 a8 23 00 00 48 8d 05 d4 5c 09 00 48 89 84 24 b0 23 00 00 48 8d 82 88 .....H..$.#..H...\..H..$.#..H...
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9de0 48 8d 82 b8 00 00 00 48 81 c2 c0 00 00 00 48 89 84 24 c0 24 00 00 48 8d 05 cb 5b 09 00 48 89 9c H......H......H..$.$..H...[..H..
9e00 24 70 24 00 00 48 81 c3 a8 00 00 00 48 89 84 24 c8 24 00 00 48 c7 84 24 10 24 00 00 00 00 00 00 $p$..H......H..$.$..H..$.$......
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9e80 24 6a 24 00 00 01 48 c7 84 24 80 24 00 00 0a 00 00 00 48 c7 84 24 88 24 00 00 00 00 00 00 66 c7 $j$...H..$.$......H..$.$......f.
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9ee0 00 00 0a 00 00 00 48 c7 84 24 d8 24 00 00 00 00 00 00 66 c7 84 24 e0 24 00 00 00 01 c6 84 24 e2 ......H..$.$......f..$.$......$.
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a020 00 09 00 00 00 48 c7 84 24 78 25 00 00 00 00 00 00 66 c7 84 24 80 25 00 00 00 01 c6 84 24 82 25 .....H..$x%......f..$.%......$.%
a040 00 00 01 48 c7 84 24 98 25 00 00 11 00 00 00 48 c7 84 24 a0 25 00 00 00 00 00 00 66 c7 84 24 a8 ...H..$.%......H..$.%......f..$.
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a0c0 26 00 00 48 8d 05 87 5d 09 00 48 89 84 24 58 26 00 00 48 8d 42 50 48 89 84 24 78 26 00 00 48 8d &..H...]..H..$X&..H.BPH..$x&..H.
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a100 48 c7 84 24 c8 25 00 00 00 00 00 00 66 c7 84 24 d0 25 00 00 00 01 c6 84 24 d2 25 00 00 01 48 c7 H..$.%......f..$.%......$.%...H.
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a140 c6 84 24 fa 25 00 00 01 48 c7 84 24 10 26 00 00 23 00 00 00 48 c7 84 24 18 26 00 00 00 00 00 00 ..$.%...H..$.&..#...H..$.&......
a160 66 c7 84 24 20 26 00 00 01 00 c6 84 24 22 26 00 00 00 48 c7 84 24 38 26 00 00 1b 00 00 00 48 c7 f..$.&......$"&...H..$8&......H.
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a1a0 60 26 00 00 05 00 00 00 48 c7 84 24 68 26 00 00 00 00 00 00 66 c7 84 24 70 26 00 00 00 01 c6 84 `&......H..$h&......f..$p&......
a1c0 24 72 26 00 00 01 48 c7 84 24 88 26 00 00 0d 00 00 00 48 c7 84 24 90 26 00 00 00 00 00 00 66 c7 $r&...H..$.&......H..$.&......f.
a1e0 84 24 98 26 00 00 01 00 c6 84 24 9a 26 00 00 00 48 89 84 24 a0 26 00 00 48 8d 05 a1 59 09 00 48 .$.&......$.&...H..$.&..H...Y..H
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a220 00 00 48 89 84 24 f8 26 00 00 48 8d 42 70 48 89 84 24 18 27 00 00 48 8d 05 3b 56 09 00 48 89 84 ..H..$.&..H.BpH..$.'..H..;V..H..
a240 24 20 27 00 00 48 89 84 24 48 27 00 00 48 8d 82 80 00 00 00 48 89 84 24 68 27 00 00 48 8d 05 bd $.'..H..$H'..H......H..$h'..H...
a260 27 08 00 48 89 84 24 70 27 00 00 48 8d 82 88 00 00 00 48 89 b4 24 f0 26 00 00 48 83 c6 70 48 89 '..H..$p'..H......H..$.&..H..pH.
a280 bc 24 40 27 00 00 48 c7 84 24 b0 26 00 00 09 00 00 00 48 c7 84 24 b8 26 00 00 00 00 00 00 66 c7 .$@'..H..$.&......H..$.&......f.
a2a0 84 24 c0 26 00 00 00 01 c6 84 24 c2 26 00 00 01 48 c7 84 24 d8 26 00 00 03 00 00 00 48 c7 84 24 .$.&......$.&...H..$.&......H..$
a2c0 e0 26 00 00 00 00 00 00 66 c7 84 24 e8 26 00 00 00 01 c6 84 24 ea 26 00 00 01 48 c7 84 24 00 27 .&......f..$.&......$.&...H..$.'
a2e0 00 00 03 00 00 00 48 c7 84 24 08 27 00 00 00 00 00 00 66 c7 84 24 10 27 00 00 01 00 c6 84 24 12 ......H..$.'......f..$.'......$.
a300 27 00 00 01 48 c7 84 24 28 27 00 00 0c 00 00 00 48 c7 84 24 30 27 00 00 00 00 00 00 66 c7 84 24 '...H..$('......H..$0'......f..$
a320 38 27 00 00 00 01 c6 84 24 3a 27 00 00 01 48 c7 84 24 50 27 00 00 0c 00 00 00 48 c7 84 24 58 27 8'......$:'...H..$P'......H..$X'
a340 00 00 00 00 00 00 66 c7 84 24 60 27 00 00 01 00 c6 84 24 62 27 00 00 01 48 c7 84 24 78 27 00 00 ......f..$`'......$b'...H..$x'..
a360 51 0c 00 00 48 89 84 24 90 27 00 00 48 8d 05 2d 52 09 00 48 89 84 24 98 27 00 00 48 89 84 24 c0 Q...H..$.'..H..-R..H..$.'..H..$.
a380 27 00 00 48 8d 82 98 00 00 00 48 89 84 24 e0 27 00 00 48 8d 05 87 10 08 00 48 89 84 24 e8 27 00 '..H......H..$.'..H......H..$.'.
a3a0 00 48 8d 82 a0 00 00 00 48 81 c2 a8 00 00 00 48 83 ef 80 48 89 84 24 08 28 00 00 48 8d 05 58 5b .H......H......H...H..$.(..H..X[
a3c0 09 00 48 89 84 24 10 28 00 00 48 89 84 24 38 28 00 00 48 8d 42 08 48 89 9c 24 b8 27 00 00 48 83 ..H..$.(..H..$8(..H.B.H..$.'..H.
a3e0 eb 80 48 89 94 24 30 28 00 00 48 c7 84 24 80 27 00 00 00 00 00 00 66 c7 84 24 88 27 00 00 01 00 ..H..$0(..H..$.'......f..$.'....
a400 c6 84 24 8a 27 00 00 00 48 c7 84 24 a0 27 00 00 14 00 00 00 48 c7 84 24 a8 27 00 00 00 00 00 00 ..$.'...H..$.'......H..$.'......
a420 66 c7 84 24 b0 27 00 00 00 01 c6 84 24 b2 27 00 00 01 48 c7 84 24 c8 27 00 00 14 00 00 00 48 c7 f..$.'......$.'...H..$.'......H.
a440 84 24 d0 27 00 00 00 00 00 00 66 c7 84 24 d8 27 00 00 01 00 c6 84 24 da 27 00 00 01 48 c7 84 24 .$.'......f..$.'......$.'...H..$
a460 f0 27 00 00 f4 15 00 00 48 c7 84 24 f8 27 00 00 00 00 00 00 66 c7 84 24 00 28 00 00 01 00 c6 84 .'......H..$.'......f..$.(......
a480 24 02 28 00 00 00 48 c7 84 24 18 28 00 00 02 00 00 00 48 c7 84 24 20 28 00 00 00 00 00 00 66 c7 $.(...H..$.(......H..$.(......f.
a4a0 84 24 28 28 00 00 00 01 c6 84 24 2a 28 00 00 01 48 c7 84 24 40 28 00 00 02 00 00 00 48 c7 84 24 .$((......$*(...H..$@(......H..$
a4c0 48 28 00 00 00 00 00 00 66 c7 84 24 50 28 00 00 01 00 c6 84 24 52 28 00 00 01 48 89 84 24 58 28 H(......f..$P(......$R(...H..$X(
a4e0 00 00 48 8d 05 5f 59 09 00 48 89 84 24 60 28 00 00 48 8d 42 10 48 89 84 24 80 28 00 00 48 8d 05 ..H.._Y..H..$`(..H.B.H..$.(..H..
a500 3f 59 09 00 48 89 84 24 88 28 00 00 48 89 84 24 b0 28 00 00 48 8d 42 20 48 89 84 24 d0 28 00 00 ?Y..H..$.(..H..$.(..H.B.H..$.(..
a520 48 8d 05 17 59 09 00 48 89 84 24 d8 28 00 00 48 8d 42 28 48 89 84 24 f8 28 00 00 48 8d 05 1e 51 H...Y..H..$.(..H.B(H..$.(..H...Q
a540 09 00 48 89 84 24 00 29 00 00 48 89 84 24 28 29 00 00 48 8d 42 38 48 89 8c 24 a8 28 00 00 48 83 ..H..$.)..H..$()..H.B8H..$.(..H.
a560 c1 78 48 89 b4 24 20 29 00 00 48 83 c6 78 48 c7 84 24 68 28 00 00 09 00 00 00 48 c7 84 24 70 28 .xH..$.)..H..xH..$h(......H..$p(
a580 00 00 00 00 00 00 66 c7 84 24 78 28 00 00 00 01 c6 84 24 7a 28 00 00 01 48 c7 84 24 90 28 00 00 ......f..$x(......$z(...H..$.(..
a5a0 05 00 00 00 48 c7 84 24 98 28 00 00 00 00 00 00 66 c7 84 24 a0 28 00 00 00 01 c6 84 24 a2 28 00 ....H..$.(......f..$.(......$.(.
a5c0 00 01 48 c7 84 24 b8 28 00 00 05 00 00 00 48 c7 84 24 c0 28 00 00 00 00 00 00 66 c7 84 24 c8 28 ..H..$.(......H..$.(......f..$.(
a5e0 00 00 01 00 c6 84 24 ca 28 00 00 01 48 c7 84 24 e0 28 00 00 05 00 00 00 48 c7 84 24 e8 28 00 00 ......$.(...H..$.(......H..$.(..
a600 00 00 00 00 66 c7 84 24 f0 28 00 00 00 01 c6 84 24 f2 28 00 00 01 48 c7 84 24 08 29 00 00 12 00 ....f..$.(......$.(...H..$.)....
a620 00 00 48 c7 84 24 10 29 00 00 00 00 00 00 66 c7 84 24 18 29 00 00 00 01 c6 84 24 1a 29 00 00 01 ..H..$.)......f..$.)......$.)...
a640 48 c7 84 24 30 29 00 00 12 00 00 00 48 89 84 24 48 29 00 00 48 8d 05 45 00 08 00 48 89 84 24 50 H..$0)......H..$H)..H..E...H..$P
a660 29 00 00 48 8d 42 40 48 89 84 24 70 29 00 00 48 8d 05 d2 51 09 00 48 89 84 24 78 29 00 00 48 8d )..H.B@H..$p)..H...Q..H..$x)..H.
a680 42 48 48 89 84 24 98 29 00 00 48 8d 05 ac 56 09 00 48 89 84 24 a0 29 00 00 48 89 84 24 c8 29 00 BHH..$.)..H...V..H..$.)..H..$.).
a6a0 00 48 8d 42 58 48 89 84 24 e8 29 00 00 48 8d 05 0c 4f 09 00 48 89 84 24 f0 29 00 00 48 8d 42 60 .H.BXH..$.)..H...O..H..$.)..H.B`
a6c0 48 89 bc 24 c0 29 00 00 48 83 c7 78 48 c7 84 24 38 29 00 00 00 00 00 00 66 c7 84 24 40 29 00 00 H..$.)..H..xH..$8)......f..$@)..
a6e0 01 00 c6 84 24 42 29 00 00 01 48 c7 84 24 58 29 00 00 80 0d 00 00 48 c7 84 24 60 29 00 00 00 00 ....$B)...H..$X)......H..$`)....
a700 00 00 66 c7 84 24 68 29 00 00 01 00 c6 84 24 6a 29 00 00 00 48 c7 84 24 80 29 00 00 0d 00 00 00 ..f..$h)......$j)...H..$.)......
a720 48 c7 84 24 88 29 00 00 00 00 00 00 66 c7 84 24 90 29 00 00 00 01 c6 84 24 92 29 00 00 01 48 c7 H..$.)......f..$.)......$.)...H.
a740 84 24 a8 29 00 00 06 00 00 00 48 c7 84 24 b0 29 00 00 00 00 00 00 66 c7 84 24 b8 29 00 00 00 01 .$.)......H..$.)......f..$.)....
a760 c6 84 24 ba 29 00 00 01 48 c7 84 24 d0 29 00 00 06 00 00 00 48 c7 84 24 d8 29 00 00 00 00 00 00 ..$.)...H..$.)......H..$.)......
a780 66 c7 84 24 e0 29 00 00 01 00 c6 84 24 e2 29 00 00 01 48 c7 84 24 f8 29 00 00 17 00 00 00 48 c7 f..$.)......$.)...H..$.)......H.
a7a0 84 24 00 2a 00 00 00 00 00 00 66 c7 84 24 08 2a 00 00 01 00 c6 84 24 0a 2a 00 00 00 48 89 84 24 .$.*......f..$.*......$.*...H..$
a7c0 10 2a 00 00 48 8d 05 6e 56 09 00 48 89 84 24 18 2a 00 00 48 89 84 24 40 2a 00 00 48 8d 42 70 48 .*..H..nV..H..$.*..H..$@*..H.BpH
a7e0 83 c2 78 48 89 84 24 60 2a 00 00 48 8d 05 4e 4d 09 00 48 89 84 24 68 2a 00 00 48 89 84 24 90 2a ..xH..$`*..H..NM..H..$h*..H..$.*
a800 00 00 48 8d 42 08 48 89 84 24 b0 2a 00 00 48 8d 05 6b f2 07 00 48 89 84 24 b8 2a 00 00 48 8d 42 ..H.B.H..$.*..H..k...H..$.*..H.B
a820 10 48 89 84 24 d8 2a 00 00 48 8d 05 08 50 09 00 48 89 9c 24 38 2a 00 00 48 81 c3 b8 00 00 00 48 .H..$.*..H...P..H..$8*..H......H
a840 89 94 24 88 2a 00 00 48 89 84 24 e0 2a 00 00 48 c7 84 24 20 2a 00 00 05 00 00 00 48 c7 84 24 28 ..$.*..H..$.*..H..$.*......H..$(
a860 2a 00 00 00 00 00 00 66 c7 84 24 30 2a 00 00 00 01 c6 84 24 32 2a 00 00 01 48 c7 84 24 48 2a 00 *......f..$0*......$2*...H..$H*.
a880 00 05 00 00 00 48 c7 84 24 50 2a 00 00 00 00 00 00 66 c7 84 24 58 2a 00 00 01 00 c6 84 24 5a 2a .....H..$P*......f..$X*......$Z*
a8a0 00 00 01 48 c7 84 24 70 2a 00 00 15 00 00 00 48 c7 84 24 78 2a 00 00 00 00 00 00 66 c7 84 24 80 ...H..$p*......H..$x*......f..$.
a8c0 2a 00 00 00 01 c6 84 24 82 2a 00 00 01 48 c7 84 24 98 2a 00 00 15 00 00 00 48 c7 84 24 a0 2a 00 *......$.*...H..$.*......H..$.*.
a8e0 00 00 00 00 00 66 c7 84 24 a8 2a 00 00 01 00 c6 84 24 aa 2a 00 00 01 48 c7 84 24 c0 2a 00 00 01 .....f..$.*......$.*...H..$.*...
a900 0c 00 00 48 c7 84 24 c8 2a 00 00 00 00 00 00 66 c7 84 24 d0 2a 00 00 01 00 c6 84 24 d2 2a 00 00 ...H..$.*......f..$.*......$.*..
a920 00 48 c7 84 24 e8 2a 00 00 0d 00 00 00 48 89 84 24 08 2b 00 00 48 8d 42 20 48 89 84 24 28 2b 00 .H..$.*......H..$.+..H.B.H..$(+.
a940 00 48 8d 05 b8 e3 07 00 48 89 84 24 30 2b 00 00 48 8d 42 28 48 89 84 24 50 2b 00 00 48 8d 05 15 .H......H..$0+..H.B(H..$P+..H...
a960 53 09 00 48 89 84 24 58 2b 00 00 48 89 84 24 80 2b 00 00 48 8d 42 38 48 89 84 24 a0 2b 00 00 48 S..H..$X+..H..$.+..H.B8H..$.+..H
a980 8d 05 9a d3 07 00 48 89 84 24 a8 2b 00 00 48 8d 42 40 48 89 8c 24 00 2b 00 00 48 81 c1 c0 00 00 ......H..$.+..H.B@H..$.+..H.....
a9a0 00 48 89 b4 24 78 2b 00 00 48 81 c6 c8 00 00 00 48 c7 84 24 f0 2a 00 00 00 00 00 00 66 c7 84 24 .H..$x+..H......H..$.*......f..$
a9c0 f8 2a 00 00 00 01 c6 84 24 fa 2a 00 00 01 48 c7 84 24 10 2b 00 00 0d 00 00 00 48 c7 84 24 18 2b .*......$.*...H..$.+......H..$.+
a9e0 00 00 00 00 00 00 66 c7 84 24 20 2b 00 00 01 00 c6 84 24 22 2b 00 00 01 48 c7 84 24 38 2b 00 00 ......f..$.+......$"+...H..$8+..
aa00 70 0d 00 00 48 c7 84 24 40 2b 00 00 00 00 00 00 66 c7 84 24 48 2b 00 00 01 00 c6 84 24 4a 2b 00 p...H..$@+......f..$H+......$J+.
aa20 00 00 48 c7 84 24 60 2b 00 00 07 00 00 00 48 c7 84 24 68 2b 00 00 00 00 00 00 66 c7 84 24 70 2b ..H..$`+......H..$h+......f..$p+
aa40 00 00 00 01 c6 84 24 72 2b 00 00 01 48 c7 84 24 88 2b 00 00 07 00 00 00 48 c7 84 24 90 2b 00 00 ......$r+...H..$.+......H..$.+..
aa60 00 00 00 00 66 c7 84 24 98 2b 00 00 01 00 c6 84 24 9a 2b 00 00 01 48 c7 84 24 b0 2b 00 00 d2 0f ....f..$.+......$.+...H..$.+....
aa80 00 00 48 c7 84 24 b8 2b 00 00 00 00 00 00 66 c7 84 24 c0 2b 00 00 01 00 c6 84 24 c2 2b 00 00 00 ..H..$.+......f..$.+......$.+...
aaa0 48 89 84 24 c8 2b 00 00 48 8d 05 52 54 09 00 48 89 84 24 d0 2b 00 00 48 8d 42 48 48 89 84 24 f0 H..$.+..H..RT..H..$.+..H.BHH..$.
aac0 2b 00 00 48 8d 05 ce 50 09 00 48 89 84 24 f8 2b 00 00 48 89 84 24 20 2c 00 00 48 8d 42 58 48 89 +..H...P..H..$.+..H..$.,..H.BXH.
aae0 84 24 40 2c 00 00 48 8d 05 4a 52 09 00 48 89 84 24 48 2c 00 00 48 8d 42 60 48 89 84 24 68 2c 00 .$@,..H..JR..H..$H,..H.B`H..$h,.
ab00 00 48 8d 05 d8 d1 07 00 48 89 84 24 70 2c 00 00 48 8d 42 68 48 89 84 24 90 2c 00 00 48 8d 05 5d .H......H..$p,..H.BhH..$.,..H..]
ab20 31 07 00 48 89 84 24 98 2c 00 00 48 8d 42 70 48 89 bc 24 18 2c 00 00 48 81 c7 d0 00 00 00 48 c7 1..H..$.,..H.BpH..$.,..H......H.
ab40 84 24 d8 2b 00 00 03 00 00 00 48 c7 84 24 e0 2b 00 00 00 00 00 00 66 c7 84 24 e8 2b 00 00 00 01 .$.+......H..$.+......f..$.+....
ab60 c6 84 24 ea 2b 00 00 01 48 c7 84 24 00 2c 00 00 08 00 00 00 48 c7 84 24 08 2c 00 00 00 00 00 00 ..$.+...H..$.,......H..$.,......
ab80 66 c7 84 24 10 2c 00 00 00 01 c6 84 24 12 2c 00 00 01 48 c7 84 24 28 2c 00 00 08 00 00 00 48 c7 f..$.,......$.,...H..$(,......H.
aba0 84 24 30 2c 00 00 00 00 00 00 66 c7 84 24 38 2c 00 00 01 00 c6 84 24 3a 2c 00 00 01 48 c7 84 24 .$0,......f..$8,......$:,...H..$
abc0 50 2c 00 00 06 00 00 00 48 c7 84 24 58 2c 00 00 00 00 00 00 66 c7 84 24 60 2c 00 00 00 01 c6 84 P,......H..$X,......f..$`,......
abe0 24 62 2c 00 00 01 48 c7 84 24 78 2c 00 00 27 00 00 00 48 c7 84 24 80 2c 00 00 00 00 00 00 66 c7 $b,...H..$x,..'...H..$.,......f.
ac00 84 24 88 2c 00 00 01 00 c6 84 24 8a 2c 00 00 00 48 c7 84 24 a0 2c 00 00 22 00 00 00 48 89 84 24 .$.,......$.,...H..$.,.."...H..$
ac20 b8 2c 00 00 48 8d 05 fd 4b 09 00 48 89 84 24 c0 2c 00 00 48 8d 42 78 48 89 84 24 e0 2c 00 00 48 .,..H...K..H..$.,..H.BxH..$.,..H
ac40 8d 05 3a 49 09 00 48 89 84 24 e8 2c 00 00 48 8d 82 80 00 00 00 48 89 84 24 08 2d 00 00 48 8d 05 ..:I..H..$.,..H......H..$.-..H..
ac60 5c 48 09 00 48 89 84 24 10 2d 00 00 48 8d 82 88 00 00 00 48 89 84 24 30 2d 00 00 48 8d 05 ee 4f \H..H..$.-..H......H..$0-..H...O
ac80 09 00 48 89 84 24 38 2d 00 00 48 8d 82 90 00 00 00 48 89 84 24 58 2d 00 00 48 8d 05 80 28 09 00 ..H..$8-..H......H..$X-..H...(..
aca0 48 89 84 24 60 2d 00 00 48 8d 82 98 00 00 00 48 c7 84 24 a8 2c 00 00 00 00 00 00 66 c7 84 24 b0 H..$`-..H......H..$.,......f..$.
acc0 2c 00 00 01 00 c6 84 24 b2 2c 00 00 00 48 c7 84 24 c8 2c 00 00 0d 00 00 00 48 c7 84 24 d0 2c 00 ,......$.,...H..$.,......H..$.,.
ace0 00 00 00 00 00 66 c7 84 24 d8 2c 00 00 00 01 c6 84 24 da 2c 00 00 01 48 c7 84 24 f0 2c 00 00 14 .....f..$.,......$.,...H..$.,...
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ad20 01 48 c7 84 24 18 2d 00 00 18 00 00 00 48 c7 84 24 20 2d 00 00 00 00 00 00 66 c7 84 24 28 2d 00 .H..$.-......H..$.-......f..$(-.
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bd20 00 00 08 00 00 00 48 c7 84 24 58 36 00 00 00 00 00 00 66 c7 84 24 60 36 00 00 00 01 c6 84 24 62 ......H..$X6......f..$`6......$b
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bd80 00 00 00 00 00 00 66 c7 84 24 b0 36 00 00 00 01 c6 84 24 b2 36 00 00 01 48 c7 84 24 c8 36 00 00 ......f..$.6......$.6...H..$.6..
bda0 09 00 00 00 48 c7 84 24 d0 36 00 00 00 00 00 00 66 c7 84 24 d8 36 00 00 00 01 c6 84 24 da 36 00 ....H..$.6......f..$.6......$.6.
bdc0 00 01 48 c7 84 24 f0 36 00 00 06 00 00 00 48 89 84 24 10 37 00 00 48 8d 82 90 00 00 00 48 89 84 ..H..$.6......H..$.7..H......H..
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ddc0 48 8b 3d 71 e2 09 00 e8 54 49 01 00 48 89 05 3d f2 09 00 48 85 c0 0f 84 0a ff ff ff 48 8b 35 1d H.=q....TI..H..=...H........H.5.
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dec0 3c e8 09 00 bf 01 00 00 00 31 c0 e8 e0 79 ff ff 48 89 05 b9 ef 09 00 48 85 c0 0f 84 1b ff ff ff <........1...y..H......H........
dee0 48 8b 35 a9 ed 09 00 bf 01 00 00 00 31 c0 e8 bd 79 ff ff 48 89 05 9e ef 09 00 48 85 c0 0f 84 f8 H.5.........1...y..H......H.....
df00 fe ff ff 48 8b 35 8e ed 09 00 bf 01 00 00 00 31 c0 e8 9a 79 ff ff 48 89 05 83 ef 09 00 48 85 c0 ...H.5.........1...y..H......H..
df20 0f 84 d5 fe ff ff 48 8b 35 63 ec 09 00 bf 01 00 00 00 31 c0 e8 77 79 ff ff 48 89 05 68 ef 09 00 ......H.5c........1..wy..H..h...
df40 48 85 c0 0f 84 b2 fe ff ff 48 8b 15 c0 ee 09 00 48 8b 35 09 e6 09 00 bf 02 00 00 00 31 c0 e8 4d H........H......H.5.........1..M
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e540 a8 78 ff ff 48 83 c4 40 48 89 05 a1 ea 09 00 48 85 c0 0f 84 a3 f8 ff ff 48 8b 15 79 e6 09 00 48 .x..H..@H......H........H..y...H
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e660 02 00 00 00 31 ff 51 4d 89 c1 68 0a 13 00 00 ff 35 3b e4 09 00 ff 35 a5 e2 09 00 41 50 41 50 ff ....1.QM..h.....5;....5....APAP.
e680 35 5b e9 09 00 e8 62 77 ff ff 48 83 c4 40 48 89 05 73 e9 09 00 48 85 c0 0f 84 5d f7 ff ff e9 b2 5[....bw..H..@H..s...H....].....
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ecc0 70 ff ff 48 89 05 c6 d2 09 00 48 85 c0 0f 84 68 03 00 00 41 b8 02 00 00 00 b9 30 02 00 00 4c 89 p..H......H....h...A......0...L.
ece0 e7 48 8d 15 00 c9 04 00 48 8d 35 e4 c8 04 00 e8 f3 6f ff ff 48 89 05 9d d2 09 00 48 85 c0 0f 84 .H......H.5......o..H......H....
ed00 37 03 00 00 41 b8 02 00 00 00 b9 50 00 00 00 4c 89 e7 48 8d 15 d9 c8 04 00 48 8d 35 b3 c8 04 00 7...A......P...L..H......H.5....
ed20 e8 c2 6f ff ff 48 89 05 74 d2 09 00 48 85 c0 0f 84 06 03 00 00 41 b8 01 00 00 00 b9 10 00 00 00 ..o..H..t...H........A..........
ed40 4c 89 e7 48 8d 15 b0 c8 04 00 48 8d 35 82 c8 04 00 e8 91 6f ff ff 48 89 05 4b d2 09 00 48 85 c0 L..H......H.5......o..H..K...H..
ed60 0f 84 d5 02 00 00 41 b8 01 00 00 00 b9 10 00 00 00 4c 89 e7 48 8d 15 87 c8 04 00 48 8d 35 51 c8 ......A..........L..H......H.5Q.
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ee40 8d 35 8d c7 04 00 e8 9c 6e ff ff 48 89 05 7e d1 09 00 48 85 c0 0f 84 e0 01 00 00 41 b8 01 00 00 .5......n..H..~...H........A....
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ef00 c7 04 00 48 8d 35 c9 c6 04 00 e8 d8 6d ff ff 48 89 05 da d0 09 00 48 85 c0 0f 84 1c 01 00 00 41 ...H.5......m..H......H........A
ef20 b8 02 00 00 00 b9 d8 00 00 00 4c 89 e7 48 8d 15 10 c7 04 00 48 8d 35 98 c6 04 00 e8 a7 6d ff ff ..........L..H......H.5......m..
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ef60 08 4c 89 e7 e8 67 62 ff ff 48 8d 3d da c6 04 00 e8 cb 65 ff ff 49 89 c4 48 85 c0 0f 84 ba 00 00 .L...gb..H.=......e..I..H.......
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efa0 ff ff 48 89 05 57 d0 09 00 48 85 c0 0f 84 89 00 00 00 41 b8 01 00 00 00 b9 40 00 00 00 4c 89 e7 ..H..W...H........A......@...L..
efc0 48 8d 15 9e c6 04 00 48 8d 35 7c c6 04 00 e8 14 6d ff ff 48 89 05 2e d0 09 00 48 85 c0 74 5c 48 H......H.5|.....m..H......H..t\H
efe0 8b b8 08 01 00 00 e8 e5 e7 ff ff 48 85 c0 74 4b 41 b8 01 00 00 00 b9 10 00 00 00 4c 89 e7 48 8d ...........H..tKA..........L..H.
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102c0 04 24 85 c0 78 11 48 ff c8 49 89 04 24 75 08 4c 89 e7 e8 f9 4e ff ff 48 8b 35 0a c3 09 00 48 8b .$..x.H..I..$u.L....N..H.5....H.
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10580 48 ff c8 49 89 04 24 75 08 4c 89 e7 e8 3f 4c ff ff 48 8b 3d 90 c4 09 00 e8 a3 23 01 00 49 89 c4 H..I..$u.L...?L..H.=......#..I..
105a0 48 85 c0 0f 84 b3 22 00 00 48 8b 35 58 c2 09 00 48 89 c7 e8 d8 30 00 00 49 89 c7 48 85 c0 0f 84 H....."..H.5X...H....0..I..H....
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105e0 24 c2 09 00 48 8b 3d 55 b9 09 00 4c 89 fa e8 0d 51 ff ff 85 c0 0f 88 8b 22 00 00 49 8b 07 85 c0 $...H.=U...L....Q......."..I....
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10620 c7 48 85 c0 0f 84 6d 22 00 00 48 8b 35 1f c2 09 00 48 89 c7 e8 57 30 00 00 49 89 c4 48 85 c0 0f .H....m"..H.5....H...W0..I..H...
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10680 78 11 48 ff c8 49 89 04 24 75 08 4c 89 e7 e8 3d 4b ff ff 48 8b 3d 8e c3 09 00 e8 a1 22 01 00 49 x.H..I..$u.L...=K..H.=......"..I
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106e0 8b 35 b2 c1 09 00 48 8b 3d 53 b8 09 00 4c 89 fa e8 0b 50 ff ff 85 c0 0f 88 01 22 00 00 49 8b 07 .5....H.=S...L....P......."..I..
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10720 49 89 c7 48 85 c0 0f 84 e3 21 00 00 48 8b 35 7d c1 09 00 48 89 c7 e8 55 2f 00 00 49 89 c4 48 85 I..H.....!..H.5}...H...U/..I..H.
10740 c0 0f 84 db 21 00 00 49 8b 07 85 c0 78 10 48 ff c8 49 89 07 75 08 4c 89 ff e8 72 4a ff ff 48 8b ....!..I....x.H..I..u.L...rJ..H.
10760 35 4b c1 09 00 48 8b 3d d4 b7 09 00 4c 89 e2 e8 8c 4f ff ff 85 c0 0f 88 b9 21 00 00 49 8b 04 24 5K...H.=....L....O.......!..I..$
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107a0 00 49 89 c4 48 85 c0 0f 84 9f 21 00 00 48 8b 35 14 c1 09 00 48 89 c7 e8 d4 2e 00 00 49 89 c7 48 .I..H.....!..H.5....H.......I..H
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107e0 ff 48 8b 35 e0 c0 09 00 48 8b 3d 51 b7 09 00 4c 89 fa e8 09 4f ff ff 85 c0 0f 88 77 21 00 00 49 .H.5....H.=Q...L....O......w!..I
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10840 48 85 c0 0f 84 51 21 00 00 49 8b 07 85 c0 78 10 48 ff c8 49 89 07 75 08 4c 89 ff e8 70 49 ff ff H....Q!..I....x.H..I..u.L...pI..
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10880 04 24 85 c0 78 11 48 ff c8 49 89 04 24 75 08 4c 89 e7 e8 39 49 ff ff 48 8b 3d 8a c1 09 00 e8 9d .$..x.H..I..$u.L...9I..H.=......
108a0 20 01 00 49 89 c4 48 85 c0 0f 84 15 21 00 00 48 8b 35 ba c0 09 00 48 89 c7 e8 d2 2d 00 00 49 89 ...I..H.....!..H.5....H....-..I.
108c0 c7 48 85 c0 0f 84 10 21 00 00 49 8b 04 24 85 c0 78 11 48 ff c8 49 89 04 24 75 08 4c 89 e7 e8 ed .H.....!..I..$..x.H..I..$u.L....
108e0 48 ff ff 48 8b 35 86 c0 09 00 48 8b 3d 4f b6 09 00 4c 89 fa e8 07 4e ff ff 85 c0 0f 88 ed 20 00 H..H.5....H.=O...L....N.........
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10940 89 c4 48 85 c0 0f 84 c7 20 00 00 49 8b 07 85 c0 78 10 48 ff c8 49 89 07 75 08 4c 89 ff e8 6e 48 ..H........I....x.H..I..u.L...nH
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109a0 e8 9b 1f 01 00 49 89 c4 48 85 c0 0f 84 8b 20 00 00 48 8b 35 00 c0 09 00 48 89 c7 e8 d0 2c 00 00 .....I..H........H.5....H....,..
109c0 49 89 c7 48 85 c0 0f 84 86 20 00 00 49 8b 04 24 85 c0 78 11 48 ff c8 49 89 04 24 75 08 4c 89 e7 I..H........I..$..x.H..I..$u.L..
109e0 e8 eb 47 ff ff 48 8b 35 cc bf 09 00 48 8b 3d 4d b5 09 00 4c 89 fa e8 05 4d ff ff 85 c0 0f 88 63 ..G..H.5....H.=M...L....M......c
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10a20 00 e8 1a 1f 01 00 49 89 c7 48 85 c0 0f 84 45 20 00 00 48 8b 35 df bf 09 00 48 89 c7 e8 4f 2c 00 ......I..H....E...H.5....H...O,.
10a40 00 49 89 c4 48 85 c0 0f 84 3d 20 00 00 49 8b 07 85 c0 78 10 48 ff c8 49 89 07 75 08 4c 89 ff e8 .I..H....=...I....x.H..I..u.L...
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10ae0 89 e7 e8 e9 46 ff ff 48 8b 35 4a bf 09 00 48 8b 3d 4b b4 09 00 4c 89 fa e8 03 4c ff ff 85 c0 0f ....F..H.5J...H.=K...L....L.....
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10b20 bf 09 00 e8 18 1e 01 00 49 89 c7 48 85 c0 0f 84 bb 1f 00 00 48 8b 35 15 bf 09 00 48 89 c7 e8 4d ........I..H........H.5....H...M
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10ba0 84 be 09 00 e8 97 1d 01 00 49 89 c4 48 85 c0 0f 84 77 1f 00 00 48 8b 35 ac be 09 00 48 89 c7 e8 .........I..H....w...H.5....H...
10bc0 cc 2a 00 00 49 89 c7 48 85 c0 0f 84 72 1f 00 00 49 8b 04 24 85 c0 78 11 48 ff c8 49 89 04 24 75 .*..I..H....r...I..$..x.H..I..$u
10be0 08 4c 89 e7 e8 e7 45 ff ff 48 8b 35 78 be 09 00 48 8b 3d 49 b3 09 00 4c 89 fa e8 01 4b ff ff 85 .L....E..H.5x...H.=I...L....K...
10c00 c0 0f 88 4f 1f 00 00 49 8b 07 85 c0 78 10 48 ff c8 49 89 07 75 08 4c 89 ff e8 b2 45 ff ff 48 8b ...O...I....x.H..I..u.L....E..H.
10c20 3d 03 be 09 00 e8 16 1d 01 00 49 89 c7 48 85 c0 0f 84 31 1f 00 00 48 8b 35 3b be 09 00 48 89 c7 =.........I..H....1...H.5;...H..
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10c60 4c 89 ff e8 68 45 ff ff 48 8b 35 09 be 09 00 48 8b 3d ca b2 09 00 4c 89 e2 e8 82 4a ff ff 85 c0 L...hE..H.5....H.=....L....J....
10c80 0f 88 07 1f 00 00 49 8b 04 24 85 c0 78 11 48 ff c8 49 89 04 24 75 08 4c 89 e7 e8 31 45 ff ff 48 ......I..$..x.H..I..$u.L...1E..H
10ca0 8b 3d 82 bd 09 00 e8 95 1c 01 00 49 89 c4 48 85 c0 0f 84 ed 1e 00 00 48 8b 35 d2 bd 09 00 48 89 .=.........I..H........H.5....H.
10cc0 c7 e8 ca 29 00 00 49 89 c7 48 85 c0 0f 84 e8 1e 00 00 49 8b 04 24 85 c0 78 11 48 ff c8 49 89 04 ...)..I..H........I..$..x.H..I..
10ce0 24 75 08 4c 89 e7 e8 e5 44 ff ff 48 8b 35 9e bd 09 00 48 8b 3d 47 b2 09 00 4c 89 fa e8 ff 49 ff $u.L....D..H.5....H.=G...L....I.
10d00 ff 85 c0 0f 88 c5 1e 00 00 49 8b 07 85 c0 78 10 48 ff c8 49 89 07 75 08 4c 89 ff e8 b0 44 ff ff .........I....x.H..I..u.L....D..
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10d40 89 c7 e8 49 29 00 00 49 89 c4 48 85 c0 0f 84 9f 1e 00 00 49 8b 07 85 c0 78 10 48 ff c8 49 89 07 ...I)..I..H........I....x.H..I..
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10da0 ff 48 8b 3d 80 bc 09 00 e8 93 1b 01 00 49 89 c4 48 85 c0 0f 84 63 1e 00 00 48 8b 35 c0 bd 09 00 .H.=.........I..H....c...H.5....
10dc0 48 89 c7 e8 c8 28 00 00 49 89 c7 48 85 c0 0f 84 5e 1e 00 00 49 8b 04 24 85 c0 78 11 48 ff c8 49 H....(..I..H....^...I..$..x.H..I
10de0 89 04 24 75 08 4c 89 e7 e8 e3 43 ff ff 48 8b 35 8c bd 09 00 48 8b 3d 45 b1 09 00 4c 89 fa e8 fd ..$u.L....C..H.5....H.=E...L....
10e00 48 ff ff 85 c0 0f 88 3b 1e 00 00 49 8b 07 85 c0 78 10 48 ff c8 49 89 07 75 08 4c 89 ff e8 ae 43 H......;...I....x.H..I..u.L....C
10e20 ff ff 48 8b 3d ff bb 09 00 e8 12 1b 01 00 49 89 c7 48 85 c0 0f 84 1d 1e 00 00 48 8b 35 67 bd 09 ..H.=.........I..H........H.5g..
10e40 00 48 89 c7 e8 47 28 00 00 49 89 c4 48 85 c0 0f 84 15 1e 00 00 49 8b 07 85 c0 78 10 48 ff c8 49 .H...G(..I..H........I....x.H..I
10e60 89 07 75 08 4c 89 ff e8 64 43 ff ff 48 8b 35 35 bd 09 00 48 8b 3d c6 b0 09 00 4c 89 e2 e8 7e 48 ..u.L...dC..H.55...H.=....L...~H
10e80 ff ff 85 c0 0f 88 f3 1d 00 00 49 8b 04 24 85 c0 78 11 48 ff c8 49 89 04 24 75 08 4c 89 e7 e8 2d ..........I..$..x.H..I..$u.L...-
10ea0 43 ff ff 48 8b 3d 7e bb 09 00 e8 91 1a 01 00 49 89 c4 48 85 c0 0f 84 d9 1d 00 00 48 8b 35 46 bd C..H.=~........I..H........H.5F.
10ec0 09 00 48 89 c7 e8 c6 27 00 00 49 89 c7 48 85 c0 0f 84 d4 1d 00 00 49 8b 04 24 85 c0 78 11 48 ff ..H....'..I..H........I..$..x.H.
10ee0 c8 49 89 04 24 75 08 4c 89 e7 e8 e1 42 ff ff 48 8b 35 12 bd 09 00 48 8b 3d 43 b0 09 00 4c 89 fa .I..$u.L....B..H.5....H.=C...L..
10f00 e8 fb 47 ff ff 85 c0 0f 88 b1 1d 00 00 49 8b 07 85 c0 78 10 48 ff c8 49 89 07 75 08 4c 89 ff e8 ..G..........I....x.H..I..u.L...
10f20 ac 42 ff ff 48 8b 3d fd ba 09 00 e8 10 1a 01 00 49 89 c7 48 85 c0 0f 84 93 1d 00 00 48 8b 35 dd .B..H.=.........I..H........H.5.
10f40 bc 09 00 48 89 c7 e8 45 27 00 00 49 89 c4 48 85 c0 0f 84 8b 1d 00 00 49 8b 07 85 c0 78 10 48 ff ...H...E'..I..H........I....x.H.
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10fa0 e8 2b 42 ff ff 48 8b 3d 7c ba 09 00 e8 8f 19 01 00 49 89 c4 48 85 c0 0f 84 4f 1d 00 00 48 8b 35 .+B..H.=|........I..H....O...H.5
10fc0 74 bc 09 00 48 89 c7 e8 c4 26 00 00 49 89 c7 48 85 c0 0f 84 4a 1d 00 00 49 8b 04 24 85 c0 78 11 t...H....&..I..H....J...I..$..x.
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11000 89 fa e8 f9 46 ff ff 85 c0 0f 88 27 1d 00 00 49 8b 07 85 c0 78 10 48 ff c8 49 89 07 75 08 4c 89 ....F......'...I....x.H..I..u.L.
11020 ff e8 aa 41 ff ff 48 8b 3d fb b9 09 00 e8 0e 19 01 00 49 89 c7 48 85 c0 0f 84 09 1d 00 00 48 8b ...A..H.=.........I..H........H.
11040 35 0b bc 09 00 48 89 c7 e8 43 26 00 00 49 89 c4 48 85 c0 0f 84 01 1d 00 00 49 8b 07 85 c0 78 10 5....H...C&..I..H........I....x.
11060 48 ff c8 49 89 07 75 08 4c 89 ff e8 60 41 ff ff 48 8b 35 d9 bb 09 00 48 8b 3d c2 ae 09 00 4c 89 H..I..u.L...`A..H.5....H.=....L.
11080 e2 e8 7a 46 ff ff 85 c0 0f 88 df 1c 00 00 49 8b 04 24 85 c0 78 11 48 ff c8 49 89 04 24 75 08 4c ..zF..........I..$..x.H..I..$u.L
110a0 89 e7 e8 29 41 ff ff 48 8b 3d 7a b9 09 00 e8 8d 18 01 00 49 89 c4 48 85 c0 0f 84 c5 1c 00 00 48 ...)A..H.=z........I..H........H
110c0 8b 35 a2 bb 09 00 48 89 c7 e8 c2 25 00 00 49 89 c7 48 85 c0 0f 84 c0 1c 00 00 49 8b 04 24 85 c0 .5....H....%..I..H........I..$..
110e0 78 11 48 ff c8 49 89 04 24 75 08 4c 89 e7 e8 dd 40 ff ff 48 8b 35 6e bb 09 00 48 8b 3d 3f ae 09 x.H..I..$u.L....@..H.5n...H.=?..
11100 00 4c 89 fa e8 f7 45 ff ff 85 c0 0f 88 9d 1c 00 00 49 8b 07 85 c0 78 10 48 ff c8 49 89 07 75 08 .L....E..........I....x.H..I..u.
11120 4c 89 ff e8 a8 40 ff ff 48 8b 3d f9 b8 09 00 e8 0c 18 01 00 49 89 c7 48 85 c0 0f 84 7f 1c 00 00 L....@..H.=.........I..H........
11140 48 8b 35 b9 bb 09 00 48 89 c7 e8 41 25 00 00 49 89 c4 48 85 c0 0f 84 77 1c 00 00 49 8b 07 85 c0 H.5....H...A%..I..H....w...I....
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11180 4c 89 e2 e8 78 45 ff ff 85 c0 0f 88 55 1c 00 00 49 8b 04 24 85 c0 78 11 48 ff c8 49 89 04 24 75 L...xE......U...I..$..x.H..I..$u
111a0 08 4c 89 e7 e8 27 40 ff ff 48 8b 3d 78 b8 09 00 e8 8b 17 01 00 49 89 c4 48 85 c0 0f 84 3b 1c 00 .L...'@..H.=x........I..H....;..
111c0 00 48 8b 35 80 bb 09 00 48 89 c7 e8 c0 24 00 00 49 89 c7 48 85 c0 0f 84 36 1c 00 00 49 8b 04 24 .H.5....H....$..I..H....6...I..$
111e0 85 c0 78 11 48 ff c8 49 89 04 24 75 08 4c 89 e7 e8 db 3f ff ff 48 8b 35 4c bb 09 00 48 8b 3d 3d ..x.H..I..$u.L....?..H.5L...H.==
11200 ad 09 00 4c 89 fa e8 f5 44 ff ff 85 c0 0f 88 13 1c 00 00 49 8b 07 85 c0 78 10 48 ff c8 49 89 07 ...L....D..........I....x.H..I..
11220 75 08 4c 89 ff e8 a6 3f ff ff 48 8b 3d f7 b7 09 00 e8 0a 17 01 00 49 89 c7 48 85 c0 0f 84 f5 1b u.L....?..H.=.........I..H......
11240 00 00 48 8b 35 27 bb 09 00 48 89 c7 e8 3f 24 00 00 49 89 c4 48 85 c0 0f 84 ed 1b 00 00 49 8b 07 ..H.5'...H...?$..I..H........I..
11260 85 c0 78 10 48 ff c8 49 89 07 75 08 4c 89 ff e8 5c 3f ff ff 48 8b 35 f5 ba 09 00 48 8b 3d be ac ..x.H..I..u.L...\?..H.5....H.=..
11280 09 00 4c 89 e2 e8 76 44 ff ff 85 c0 0f 88 cb 1b 00 00 49 8b 04 24 85 c0 78 11 48 ff c8 49 89 04 ..L...vD..........I..$..x.H..I..
112a0 24 75 08 4c 89 e7 e8 25 3f ff ff 48 8b 3d 76 b7 09 00 e8 89 16 01 00 49 89 c4 48 85 c0 0f 84 b1 $u.L...%?..H.=v........I..H.....
112c0 1b 00 00 48 8b 35 be ba 09 00 48 89 c7 e8 be 23 00 00 49 89 c7 48 85 c0 0f 84 ac 1b 00 00 49 8b ...H.5....H....#..I..H........I.
112e0 04 24 85 c0 78 11 48 ff c8 49 89 04 24 75 08 4c 89 e7 e8 d9 3e ff ff 48 8b 35 8a ba 09 00 48 8b .$..x.H..I..$u.L....>..H.5....H.
11300 3d 3b ac 09 00 4c 89 fa e8 f3 43 ff ff 85 c0 0f 88 89 1b 00 00 49 8b 07 85 c0 78 10 48 ff c8 49 =;...L....C..........I....x.H..I
11320 89 07 75 08 4c 89 ff e8 a4 3e ff ff 48 8b 3d f5 b6 09 00 e8 08 16 01 00 49 89 c7 48 85 c0 0f 84 ..u.L....>..H.=.........I..H....
11340 6b 1b 00 00 48 8b 35 6d ba 09 00 48 89 c7 e8 3d 23 00 00 49 89 c4 48 85 c0 0f 84 63 1b 00 00 49 k...H.5m...H...=#..I..H....c...I
11360 8b 07 85 c0 78 10 48 ff c8 49 89 07 75 08 4c 89 ff e8 5a 3e ff ff 48 8b 35 3b ba 09 00 48 8b 3d ....x.H..I..u.L...Z>..H.5;...H.=
11380 bc ab 09 00 4c 89 e2 e8 74 43 ff ff 85 c0 0f 88 41 1b 00 00 49 8b 04 24 85 c0 78 11 48 ff c8 49 ....L...tC......A...I..$..x.H..I
113a0 89 04 24 75 08 4c 89 e7 e8 23 3e ff ff 48 8b 3d 74 b6 09 00 e8 87 15 01 00 49 89 c4 48 85 c0 0f ..$u.L...#>..H.=t........I..H...
113c0 84 27 1b 00 00 48 8b 35 2c ba 09 00 48 89 c7 e8 bc 22 00 00 49 89 c7 48 85 c0 0f 84 22 1b 00 00 .'...H.5,...H...."..I..H...."...
113e0 49 8b 04 24 85 c0 78 11 48 ff c8 49 89 04 24 75 08 4c 89 e7 e8 d7 3d ff ff 48 8b 35 f8 b9 09 00 I..$..x.H..I..$u.L....=..H.5....
11400 48 8b 3d 39 ab 09 00 4c 89 fa e8 f1 42 ff ff 85 c0 0f 88 ff 1a 00 00 49 8b 07 85 c0 78 10 48 ff H.=9...L....B..........I....x.H.
11420 c8 49 89 07 75 08 4c 89 ff e8 a2 3d ff ff 48 8b 15 e3 b4 09 00 31 c9 31 f6 48 8d 3d 60 aa 09 00 .I..u.L....=..H......1.1.H.=`...
11440 e8 0b 3e ff ff 49 89 c7 48 85 c0 0f 84 d6 1a 00 00 48 8b 35 00 b7 09 00 48 8b 3d e1 aa 09 00 48 ..>..I..H........H.5....H.=....H
11460 89 c2 e8 99 42 ff ff 85 c0 0f 88 cb 1a 00 00 49 8b 07 85 c0 78 10 48 ff c8 49 89 07 75 08 4c 89 ....B..........I....x.H..I..u.L.
11480 ff e8 4a 3d ff ff 48 8b 15 8b b4 09 00 31 c9 31 f6 48 8d 3d e8 a9 09 00 e8 b3 3d ff ff 49 89 c7 ..J=..H......1.1.H.=......=..I..
114a0 48 85 c0 0f 84 a2 1a 00 00 48 8b 35 e0 b0 09 00 48 8b 3d 89 aa 09 00 48 89 c2 e8 41 42 ff ff 85 H........H.5....H.=....H...AB...
114c0 c0 0f 88 97 1a 00 00 49 8b 07 85 c0 78 10 48 ff c8 49 89 07 75 08 4c 89 ff e8 f2 3c ff ff 48 8b .......I....x.H..I..u.L....<..H.
114e0 15 33 b4 09 00 31 c9 31 f6 48 8d 3d 70 a9 09 00 e8 5b 3d ff ff 49 89 c7 48 85 c0 0f 84 6e 1a 00 .3...1.1.H.=p....[=..I..H....n..
11500 00 48 8b 35 68 b6 09 00 48 8b 3d 31 aa 09 00 48 89 c2 e8 e9 41 ff ff 85 c0 0f 88 63 1a 00 00 49 .H.5h...H.=1...H....A......c...I
11520 8b 07 85 c0 78 10 48 ff c8 49 89 07 75 08 4c 89 ff e8 9a 3c ff ff 48 8b 15 db b3 09 00 31 c9 31 ....x.H..I..u.L....<..H......1.1
11540 f6 48 8d 3d f8 a8 09 00 e8 03 3d ff ff 49 89 c7 48 85 c0 0f 84 3a 1a 00 00 48 8b 35 d0 b5 09 00 .H.=......=..I..H....:...H.5....
11560 48 8b 3d d9 a9 09 00 48 89 c2 e8 91 41 ff ff 85 c0 0f 88 2f 1a 00 00 49 8b 07 85 c0 78 10 48 ff H.=....H....A....../...I....x.H.
11580 c8 49 89 07 75 08 4c 89 ff e8 42 3c ff ff 48 8b 15 83 b3 09 00 31 c9 31 f6 48 8d 3d 80 a8 09 00 .I..u.L...B<..H......1.1.H.=....
115a0 e8 ab 3c ff ff 49 89 c7 48 85 c0 0f 84 06 1a 00 00 48 8b 35 f8 b4 09 00 48 8b 3d 81 a9 09 00 48 ..<..I..H........H.5....H.=....H
115c0 89 c2 e8 39 41 ff ff 85 c0 0f 88 fb 19 00 00 49 8b 07 85 c0 78 10 48 ff c8 49 89 07 75 08 4c 89 ...9A..........I....x.H..I..u.L.
115e0 ff e8 ea 3b ff ff bf 35 00 00 00 e8 70 3a ff ff 49 89 c7 48 85 c0 0f 84 df 19 00 00 48 8b 15 45 ...;...5....p:..I..H........H..E
11600 ad 09 00 8b 02 ff c0 74 02 89 02 49 8b 47 18 48 8b 15 32 ad 09 00 48 89 10 48 8b 15 40 ad 09 00 .......t...I.G.H..2...H..H..@...
11620 8b 02 ff c0 74 02 89 02 49 8b 47 18 48 8b 15 2d ad 09 00 48 89 50 08 48 8b 15 5a ad 09 00 8b 02 ....t...I.G.H..-...H.P.H..Z.....
11640 ff c0 74 02 89 02 49 8b 47 18 48 8b 15 47 ad 09 00 48 89 50 10 48 8b 15 84 ad 09 00 8b 02 ff c0 ..t...I.G.H..G...H.P.H..........
11660 74 02 89 02 49 8b 47 18 48 8b 15 71 ad 09 00 48 89 50 18 48 8b 15 7e ad 09 00 8b 02 ff c0 74 02 t...I.G.H..q...H.P.H..~.......t.
11680 89 02 49 8b 47 18 48 8b 15 6b ad 09 00 48 89 50 20 48 8b 15 f8 ad 09 00 8b 02 ff c0 74 02 89 02 ..I.G.H..k...H.P.H..........t...
116a0 49 8b 47 18 48 8b 15 e5 ad 09 00 48 89 50 28 48 8b 15 4a ae 09 00 8b 02 ff c0 74 02 89 02 49 8b I.G.H......H.P(H..J.......t...I.
116c0 47 18 48 8b 15 37 ae 09 00 48 89 50 30 48 8b 15 44 ae 09 00 8b 02 ff c0 74 02 89 02 49 8b 47 18 G.H..7...H.P0H..D.......t...I.G.
116e0 48 8b 15 31 ae 09 00 48 89 50 38 48 8b 15 5e ae 09 00 8b 02 ff c0 74 02 89 02 49 8b 47 18 48 8b H..1...H.P8H..^.......t...I.G.H.
11700 15 4b ae 09 00 48 89 50 40 48 8b 15 68 ae 09 00 8b 02 ff c0 74 02 89 02 49 8b 47 18 48 8b 15 55 .K...H.P@H..h.......t...I.G.H..U
11720 ae 09 00 48 89 50 48 48 8b 15 6a ae 09 00 8b 02 ff c0 74 02 89 02 49 8b 47 18 48 8b 15 57 ae 09 ...H.PHH..j.......t...I.G.H..W..
11740 00 48 89 50 50 48 8b 15 5c ae 09 00 8b 02 ff c0 74 02 89 02 49 8b 47 18 48 8b 15 49 ae 09 00 48 .H.PPH..\.......t...I.G.H..I...H
11760 89 50 58 48 8b 15 5e ae 09 00 8b 02 ff c0 74 02 89 02 49 8b 47 18 48 8b 15 4b ae 09 00 48 89 50 .PXH..^.......t...I.G.H..K...H.P
11780 60 48 8b 15 68 ae 09 00 8b 02 ff c0 74 02 89 02 49 8b 47 18 48 8b 15 55 ae 09 00 48 89 50 68 48 `H..h.......t...I.G.H..U...H.PhH
117a0 8b 15 2a af 09 00 8b 02 ff c0 74 02 89 02 49 8b 47 18 48 8b 15 17 af 09 00 48 89 50 70 48 8b 15 ..*.......t...I.G.H......H.PpH..
117c0 8c af 09 00 8b 02 ff c0 74 02 89 02 49 8b 47 18 48 8b 15 79 af 09 00 48 89 50 78 48 8b 15 86 af ........t...I.G.H..y...H.PxH....
117e0 09 00 8b 02 ff c0 74 02 89 02 49 8b 47 18 48 8b 15 73 af 09 00 48 89 90 80 00 00 00 48 8b 15 7d ......t...I.G.H..s...H......H..}
11800 af 09 00 8b 02 ff c0 74 02 89 02 49 8b 47 18 48 8b 15 6a af 09 00 48 89 90 88 00 00 00 48 8b 15 .......t...I.G.H..j...H......H..
11820 d4 af 09 00 8b 02 ff c0 74 02 89 02 49 8b 47 18 48 8b 15 c1 af 09 00 48 89 90 90 00 00 00 48 8b ........t...I.G.H......H......H.
11840 15 cb af 09 00 8b 02 ff c0 74 02 89 02 49 8b 47 18 48 8b 15 b8 af 09 00 48 89 90 98 00 00 00 48 .........t...I.G.H......H......H
11860 8b 15 f2 af 09 00 8b 02 ff c0 74 02 89 02 49 8b 47 18 48 8b 15 df af 09 00 48 89 90 a0 00 00 00 ..........t...I.G.H......H......
11880 48 8b 15 19 b0 09 00 8b 02 ff c0 74 02 89 02 49 8b 47 18 48 8b 15 06 b0 09 00 48 89 90 a8 00 00 H..........t...I.G.H......H.....
118a0 00 48 8b 15 10 b0 09 00 8b 02 ff c0 74 02 89 02 49 8b 47 18 48 8b 15 fd af 09 00 48 89 90 b0 00 .H..........t...I.G.H......H....
118c0 00 00 48 8b 15 07 b0 09 00 8b 02 ff c0 74 02 89 02 49 8b 47 18 48 8b 15 f4 af 09 00 48 89 90 b8 ..H..........t...I.G.H......H...
118e0 00 00 00 48 8b 15 76 b0 09 00 8b 02 ff c0 74 02 89 02 49 8b 47 18 48 8b 15 63 b0 09 00 48 89 90 ...H..v.......t...I.G.H..c...H..
11900 c0 00 00 00 48 8b 15 6d b0 09 00 8b 02 ff c0 74 02 89 02 49 8b 47 18 48 8b 15 5a b0 09 00 48 89 ....H..m.......t...I.G.H..Z...H.
11920 90 c8 00 00 00 48 8b 15 6c b0 09 00 8b 02 ff c0 74 02 89 02 49 8b 47 18 48 8b 15 59 b0 09 00 48 .....H..l.......t...I.G.H..Y...H
11940 89 90 d0 00 00 00 48 8b 15 73 b0 09 00 8b 02 ff c0 74 02 89 02 49 8b 47 18 48 8b 15 60 b0 09 00 ......H..s.......t...I.G.H..`...
11960 48 89 90 d8 00 00 00 48 8b 15 b2 b0 09 00 8b 02 ff c0 74 02 89 02 49 8b 47 18 48 8b 15 9f b0 09 H......H..........t...I.G.H.....
11980 00 48 89 90 e0 00 00 00 48 8b 15 b1 b0 09 00 8b 02 ff c0 74 02 89 02 49 8b 47 18 48 8b 15 9e b0 .H......H..........t...I.G.H....
119a0 09 00 48 89 90 e8 00 00 00 48 8b 15 a8 b0 09 00 8b 02 ff c0 74 02 89 02 49 8b 47 18 48 8b 15 95 ..H......H..........t...I.G.H...
119c0 b0 09 00 48 89 90 f0 00 00 00 48 8b 15 9f b0 09 00 8b 02 ff c0 74 02 89 02 49 8b 47 18 48 8b 15 ...H......H..........t...I.G.H..
119e0 8c b0 09 00 48 89 90 f8 00 00 00 48 8b 15 8e b0 09 00 8b 02 ff c0 74 02 89 02 49 8b 47 18 48 8b ....H......H..........t...I.G.H.
11a00 15 7b b0 09 00 48 89 90 00 01 00 00 48 8b 15 85 b0 09 00 8b 02 ff c0 74 02 89 02 49 8b 47 18 48 .{...H......H..........t...I.G.H
11a20 8b 15 72 b0 09 00 48 89 90 08 01 00 00 48 8b 15 84 b0 09 00 8b 02 ff c0 74 02 89 02 49 8b 47 18 ..r...H......H..........t...I.G.
11a40 48 8b 15 71 b0 09 00 48 89 90 10 01 00 00 48 8b 15 83 b0 09 00 8b 02 ff c0 74 02 89 02 49 8b 47 H..q...H......H..........t...I.G
11a60 18 48 8b 15 70 b0 09 00 48 89 90 18 01 00 00 48 8b 15 c2 b0 09 00 8b 02 ff c0 74 02 89 02 49 8b .H..p...H......H..........t...I.
11a80 47 18 48 8b 15 af b0 09 00 48 89 90 20 01 00 00 48 8b 15 c9 b0 09 00 8b 02 ff c0 74 02 89 02 49 G.H......H......H..........t...I
11aa0 8b 47 18 48 8b 15 b6 b0 09 00 48 89 90 28 01 00 00 48 8b 15 c0 b0 09 00 8b 02 ff c0 74 02 89 02 .G.H......H..(...H..........t...
11ac0 49 8b 47 18 48 8b 15 ad b0 09 00 48 89 90 30 01 00 00 48 8b 15 af b0 09 00 8b 02 ff c0 74 02 89 I.G.H......H..0...H..........t..
11ae0 02 49 8b 47 18 48 8b 15 9c b0 09 00 48 89 90 38 01 00 00 48 8b 15 b6 b0 09 00 8b 02 ff c0 74 02 .I.G.H......H..8...H..........t.
11b00 89 02 49 8b 47 18 48 8b 15 a3 b0 09 00 48 89 90 40 01 00 00 48 8b 15 f5 b0 09 00 8b 02 ff c0 74 ..I.G.H......H..@...H..........t
11b20 02 89 02 49 8b 47 18 48 8b 15 e2 b0 09 00 48 89 90 48 01 00 00 48 8b 15 ec b0 09 00 8b 02 ff c0 ...I.G.H......H..H...H..........
11b40 74 02 89 02 49 8b 47 18 48 8b 15 d9 b0 09 00 48 89 90 50 01 00 00 48 8b 15 e3 b0 09 00 8b 02 ff t...I.G.H......H..P...H.........
11b60 c0 74 02 89 02 49 8b 47 18 48 8b 15 d0 b0 09 00 48 89 90 58 01 00 00 48 8b 15 da b0 09 00 8b 02 .t...I.G.H......H..X...H........
11b80 ff c0 74 02 89 02 49 8b 47 18 48 8b 15 c7 b0 09 00 48 89 90 60 01 00 00 48 8b 15 d1 b0 09 00 8b ..t...I.G.H......H..`...H.......
11ba0 02 ff c0 74 02 89 02 49 8b 47 18 48 8b 15 be b0 09 00 48 89 90 68 01 00 00 48 8b 15 48 b1 09 00 ...t...I.G.H......H..h...H..H...
11bc0 8b 02 ff c0 74 02 89 02 49 8b 47 18 48 8b 15 35 b1 09 00 48 89 90 70 01 00 00 48 8b 15 6f b1 09 ....t...I.G.H..5...H..p...H..o..
11be0 00 8b 02 ff c0 74 02 89 02 49 8b 47 18 48 8b 15 5c b1 09 00 48 89 90 78 01 00 00 48 8b 15 76 b1 .....t...I.G.H..\...H..x...H..v.
11c00 09 00 8b 02 ff c0 74 02 89 02 49 8b 47 18 48 8b 15 63 b1 09 00 48 89 90 80 01 00 00 48 8b 15 6d ......t...I.G.H..c...H......H..m
11c20 b1 09 00 8b 02 ff c0 74 02 89 02 49 8b 47 18 48 8b 15 5a b1 09 00 48 89 90 88 01 00 00 48 8b 15 .......t...I.G.H..Z...H......H..
11c40 7c b1 09 00 8b 02 ff c0 74 02 89 02 49 8b 47 18 48 8b 15 69 b1 09 00 48 89 90 90 01 00 00 48 8b |.......t...I.G.H..i...H......H.
11c60 15 9b b1 09 00 8b 02 ff c0 74 02 89 02 49 8b 47 18 48 8b 15 88 b1 09 00 48 89 90 98 01 00 00 48 .........t...I.G.H......H......H
11c80 8b 15 02 a4 09 00 8b 02 ff c0 74 02 89 02 48 8b 15 f3 a3 09 00 49 8b 47 18 48 8b 3d a0 a2 09 00 ..........t...H......I.G.H.=....
11ca0 48 89 90 a0 01 00 00 48 8b 35 1a a6 09 00 4c 89 fa e8 4a 3a ff ff 85 c0 0f 88 30 13 00 00 49 8b H......H.5....L...J:......0...I.
11cc0 07 85 c0 78 10 48 ff c8 49 89 07 75 08 4c 89 ff e8 fb 34 ff ff bf 2d 00 00 00 e8 41 3b ff ff 49 ...x.H..I..u.L....4...-....A;..I
11ce0 89 c7 48 85 c0 0f 84 14 13 00 00 48 8b 15 76 ae 09 00 48 8b 35 8f a4 09 00 48 89 c7 e8 ff 39 ff ..H........H..v...H.5....H....9.
11d00 ff 85 c0 0f 88 09 13 00 00 48 8b 15 90 ad 09 00 48 8b 35 61 a4 09 00 4c 89 ff e8 e1 39 ff ff 85 .........H......H.5a...L....9...
11d20 c0 0f 88 fc 12 00 00 48 8b 15 da a7 09 00 48 8b 35 83 a3 09 00 4c 89 ff e8 c3 39 ff ff 85 c0 0f .......H......H.5....L....9.....
11d40 88 ef 12 00 00 48 8b 15 e4 ae 09 00 48 8b 35 4d a4 09 00 4c 89 ff e8 a5 39 ff ff 85 c0 0f 88 e2 .....H......H.5M...L....9.......
11d60 12 00 00 48 8b 15 8e af 09 00 48 8b 35 4f a4 09 00 4c 89 ff e8 87 39 ff ff 85 c0 0f 88 d5 12 00 ...H......H.5O...L....9.........
11d80 00 48 8b 15 c0 ac 09 00 48 8b 35 d1 a3 09 00 4c 89 ff e8 69 39 ff ff 85 c0 0f 88 c8 12 00 00 48 .H......H.5....L...i9..........H
11da0 8b 15 fa a5 09 00 48 8b 35 eb a2 09 00 4c 89 ff e8 4b 39 ff ff 85 c0 0f 88 bb 12 00 00 48 8b 15 ......H.5....L...K9..........H..
11dc0 3c a6 09 00 48 8b 35 dd a2 09 00 4c 89 ff e8 2d 39 ff ff 85 c0 0f 88 ae 12 00 00 48 8b 15 76 af <...H.5....L...-9..........H..v.
11de0 09 00 48 8b 35 e7 a3 09 00 4c 89 ff e8 0f 39 ff ff 85 c0 0f 88 a1 12 00 00 48 8b 15 30 ac 09 00 ..H.5....L....9..........H..0...
11e00 48 8b 35 51 a3 09 00 4c 89 ff e8 f1 38 ff ff 85 c0 0f 88 94 12 00 00 48 8b 15 42 ac 09 00 48 8b H.5Q...L....8..........H..B...H.
11e20 35 43 a3 09 00 4c 89 ff e8 d3 38 ff ff 85 c0 0f 88 87 12 00 00 48 8b 15 4c ac 09 00 48 8b 35 2d 5C...L....8..........H..L...H.5-
11e40 a3 09 00 4c 89 ff e8 b5 38 ff ff 85 c0 0f 88 7a 12 00 00 48 8b 15 06 ae 09 00 48 8b 35 4f a3 09 ...L....8......z...H......H.5O..
11e60 00 4c 89 ff e8 97 38 ff ff 85 c0 0f 88 6d 12 00 00 48 8b 15 60 aa 09 00 48 8b 35 b1 a2 09 00 4c .L....8......m...H..`...H.5....L
11e80 89 ff e8 79 38 ff ff 85 c0 0f 88 60 12 00 00 48 8b 15 b2 ad 09 00 48 8b 35 0b a3 09 00 4c 89 ff ...y8......`...H......H.5....L..
11ea0 e8 5b 38 ff ff 85 c0 0f 88 53 12 00 00 48 8b 15 a4 a6 09 00 48 8b 35 0d a2 09 00 4c 89 ff e8 3d .[8......S...H......H.5....L...=
11ec0 38 ff ff 85 c0 0f 88 46 12 00 00 48 8b 15 4e a6 09 00 48 8b 35 e7 a1 09 00 4c 89 ff e8 1f 38 ff 8......F...H..N...H.5....L....8.
11ee0 ff 85 c0 0f 88 39 12 00 00 48 8b 15 d0 a9 09 00 48 8b 35 31 a2 09 00 4c 89 ff e8 01 38 ff ff 85 .....9...H......H.51...L....8...
11f00 c0 0f 88 2c 12 00 00 48 8b 15 da a4 09 00 48 8b 35 8b a1 09 00 4c 89 ff e8 e3 37 ff ff 85 c0 0f ...,...H......H.5....L....7.....
11f20 88 1f 12 00 00 48 8b 15 7c a9 09 00 48 8b 35 ed a1 09 00 4c 89 ff e8 c5 37 ff ff 85 c0 0f 88 12 .....H..|...H.5....L....7.......
11f40 12 00 00 48 8b 15 ce ac 09 00 48 8b 35 47 a2 09 00 4c 89 ff e8 a7 37 ff ff 85 c0 0f 88 05 12 00 ...H......H.5G...L....7.........
11f60 00 48 8b 15 10 ad 09 00 48 8b 35 49 a2 09 00 4c 89 ff e8 89 37 ff ff 85 c0 0f 88 f8 11 00 00 48 .H......H.5I...L....7..........H
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11fa0 c4 a9 09 00 48 8b 35 8d a1 09 00 4c 89 ff e8 4d 37 ff ff 85 c0 0f 88 de 11 00 00 48 8b 15 06 ae ....H.5....L...M7..........H....
11fc0 09 00 48 8b 35 1f a2 09 00 4c 89 ff e8 2f 37 ff ff 85 c0 0f 88 d1 11 00 00 48 8b 15 e8 a9 09 00 ..H.5....L.../7..........H......
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12000 35 e3 a0 09 00 4c 89 ff e8 f3 36 ff ff 85 c0 0f 88 b7 11 00 00 48 8b 15 b4 a5 09 00 48 8b 35 b5 5....L....6..........H......H.5.
12020 a0 09 00 4c 89 ff e8 d5 36 ff ff 85 c0 0f 88 aa 11 00 00 48 8b 15 1e a7 09 00 48 8b 35 af a0 09 ...L....6..........H......H.5...
12040 00 4c 89 ff e8 b7 36 ff ff 85 c0 0f 88 9d 11 00 00 48 8b 15 18 a7 09 00 48 8b 35 99 a0 09 00 4c .L....6..........H......H.5....L
12060 89 ff e8 99 36 ff ff 85 c0 0f 88 90 11 00 00 48 8b 15 6a aa 09 00 48 8b 35 03 a1 09 00 4c 89 ff ....6..........H..j...H.5....L..
12080 e8 7b 36 ff ff 85 c0 0f 88 83 11 00 00 48 8b 15 04 ad 09 00 48 8b 35 45 a1 09 00 4c 89 ff e8 5d .{6..........H......H.5E...L...]
120a0 36 ff ff 85 c0 0f 88 76 11 00 00 48 8b 15 5e ac 09 00 48 8b 35 0f a1 09 00 4c 89 ff e8 3f 36 ff 6......v...H..^...H.5....L...?6.
120c0 ff 85 c0 0f 88 69 11 00 00 48 8b 15 98 a2 09 00 48 8b 35 b9 9f 09 00 4c 89 ff e8 21 36 ff ff 85 .....i...H......H.5....L...!6...
120e0 c0 0f 88 5c 11 00 00 48 8b 15 72 a7 09 00 48 8b 35 23 a0 09 00 4c 89 ff e8 03 36 ff ff 85 c0 0f ...\...H..r...H.5#...L....6.....
12100 88 4f 11 00 00 48 8b 15 94 a8 09 00 48 8b 35 35 a0 09 00 4c 89 ff e8 e5 35 ff ff 85 c0 0f 88 42 .O...H......H.55...L....5......B
12120 11 00 00 48 8b 15 de ac 09 00 48 8b 35 bf a0 09 00 4c 89 ff e8 c7 35 ff ff 85 c0 0f 88 35 11 00 ...H......H.5....L....5......5..
12140 00 48 8b 15 38 a4 09 00 48 8b 35 81 9f 09 00 4c 89 ff e8 a9 35 ff ff 85 c0 0f 88 28 11 00 00 48 .H..8...H.5....L....5......(...H
12160 8b 15 92 a4 09 00 48 8b 35 73 9f 09 00 4c 89 ff e8 8b 35 ff ff 85 c0 0f 88 1b 11 00 00 48 8b 15 ......H.5s...L....5..........H..
12180 04 a6 09 00 48 8b 35 75 9f 09 00 4c 89 ff e8 6d 35 ff ff 85 c0 0f 88 0e 11 00 00 48 8b 15 76 a6 ....H.5u...L...m5..........H..v.
121a0 09 00 48 8b 35 67 9f 09 00 4c 89 ff e8 4f 35 ff ff 85 c0 0f 88 01 11 00 00 48 8b 15 40 a6 09 00 ..H.5g...L...O5..........H..@...
121c0 48 8b 35 41 9f 09 00 4c 89 ff e8 31 35 ff ff 85 c0 0f 88 f4 10 00 00 48 8b 15 ba a2 09 00 48 8b H.5A...L...15..........H......H.
121e0 35 cb 9e 09 00 4c 89 ff e8 13 35 ff ff 85 c0 0f 88 e7 10 00 00 48 8b 15 bc a9 09 00 48 8b 35 8d 5....L....5..........H......H.5.
12200 9f 09 00 4c 89 ff e8 f5 34 ff ff 85 c0 0f 88 da 10 00 00 48 8b 15 66 a7 09 00 48 8b 35 1f 9f 09 ...L....4..........H..f...H.5...
12220 00 4c 89 ff e8 d7 34 ff ff 85 c0 0f 88 cd 10 00 00 48 8b 35 a8 aa 09 00 48 8b 3d 01 9d 09 00 4c .L....4..........H.5....H.=....L
12240 89 fa e8 b9 34 ff ff 85 c0 0f 88 c0 10 00 00 49 8b 07 85 c0 0f 88 48 c6 ff ff 48 ff c8 49 89 07 ....4..........I......H...H..I..
12260 0f 85 3c c6 ff ff 4c 89 ff e8 62 2f ff ff e9 2f c6 ff ff 31 ed 41 bc f5 76 00 00 41 bd 03 00 00 ..<...L...b/.../...1.A..v..A....
12280 00 bb 01 00 00 00 e9 88 c5 ff ff 4c 89 fd 41 bc f7 76 00 00 45 31 ff bb 01 00 00 00 41 bd 03 00 ...........L..A..v..E1......A...
122a0 00 00 e9 6c c5 ff ff 31 ed 41 bc 01 77 00 00 41 bd 04 00 00 00 bb 01 00 00 00 e9 54 c5 ff ff 4c ...l...1.A..w..A...........T...L
122c0 89 fd 41 bc 03 77 00 00 45 31 ff bb 01 00 00 00 41 bd 04 00 00 00 e9 38 c5 ff ff 45 31 ff 31 ed ..A..w..E1......A......8...E1.1.
122e0 41 bc 0d 77 00 00 bb 01 00 00 00 41 bd 05 00 00 00 e9 1d c5 ff ff 4c 89 e5 41 bd 05 00 00 00 41 A..w.......A..........L..A.....A
12300 bc 12 77 00 00 bb 01 00 00 00 e9 04 c5 ff ff 31 ed 41 bc 15 77 00 00 41 bd 05 00 00 00 bb 01 00 ..w............1.A..w..A........
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12360 07 00 00 00 bb 01 00 00 00 e9 a5 c4 ff ff 31 ed 41 bc 2e 77 00 00 41 bd 13 00 00 00 bb 01 00 00 ..............1.A..w..A.........
12380 00 e9 8d c4 ff ff 31 ed 41 bc 33 77 00 00 41 bd 13 00 00 00 bb 01 00 00 00 e9 75 c4 ff ff 4c 89 ......1.A.3w..A...........u...L.
123a0 e5 41 bd 13 00 00 00 41 bc 36 77 00 00 bb 01 00 00 00 e9 5c c4 ff ff 4c 89 e5 41 bd 13 00 00 00 .A.....A.6w........\...L..A.....
123c0 41 bc 38 77 00 00 bb 01 00 00 00 e9 43 c4 ff ff 31 ed 41 bc 4c 77 00 00 41 bd b2 00 00 00 e9 30 A.8w........C...1.A.Lw..A......0
123e0 c4 ff ff 4c 89 fd 41 bc 4e 77 00 00 45 31 ff 41 bd b2 00 00 00 e9 19 c4 ff ff 31 ed 41 bc 64 77 ...L..A.Nw..E1.A..........1.A.dw
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12420 ef c3 ff ff 45 31 ff 31 ed 41 bc 70 77 00 00 41 bd 83 12 00 00 e9 d9 c3 ff ff 4c 89 e5 41 bd 83 ....E1.1.A.pw..A..........L..A..
12440 12 00 00 41 bc 72 77 00 00 e9 c5 c3 ff ff 41 bc 75 77 00 00 41 bd 83 12 00 00 e9 b4 c3 ff ff 31 ...A.rw.......A.uw..A..........1
12460 ed 41 bc 7f 77 00 00 41 bd 84 12 00 00 e9 a1 c3 ff ff 31 ed 41 bc 81 77 00 00 41 bd 84 12 00 00 .A..w..A..........1.A..w..A.....
12480 e9 8e c3 ff ff 4c 89 e5 45 31 ff 41 bc 84 77 00 00 41 bd 84 12 00 00 e9 77 c3 ff ff 45 31 ff 31 .....L..E1.A..w..A......w...E1.1
124a0 ed 41 bc 8e 77 00 00 41 bd 85 12 00 00 e9 61 c3 ff ff 4c 89 e5 41 bd 85 12 00 00 41 bc 90 77 00 .A..w..A......a...L..A.....A..w.
124c0 00 e9 4d c3 ff ff 41 bc 93 77 00 00 41 bd 85 12 00 00 e9 3c c3 ff ff 31 ed 41 bc 9d 77 00 00 41 ..M...A..w..A......<...1.A..w..A
124e0 bd 86 12 00 00 e9 29 c3 ff ff 31 ed 41 bc 9f 77 00 00 41 bd 86 12 00 00 e9 16 c3 ff ff 4c 89 e5 ......)...1.A..w..A..........L..
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12520 bd 87 12 00 00 e9 e9 c2 ff ff 4c 89 e5 41 bd 87 12 00 00 41 bc ae 77 00 00 e9 d5 c2 ff ff 41 bc ..........L..A.....A..w.......A.
12540 b1 77 00 00 41 bd 87 12 00 00 e9 c4 c2 ff ff 31 ed 41 bc bb 77 00 00 41 bd 88 12 00 00 e9 b1 c2 .w..A..........1.A..w..A........
12560 ff ff 31 ed 41 bc bd 77 00 00 41 bd 88 12 00 00 e9 9e c2 ff ff 4c 89 e5 45 31 ff 41 bc c0 77 00 ..1.A..w..A..........L..E1.A..w.
12580 00 41 bd 88 12 00 00 e9 87 c2 ff ff 45 31 ff 31 ed 41 bc ca 77 00 00 41 bd 89 12 00 00 e9 71 c2 .A..........E1.1.A..w..A......q.
125a0 ff ff 4c 89 e5 41 bd 89 12 00 00 41 bc cc 77 00 00 e9 5d c2 ff ff 41 bc cf 77 00 00 41 bd 89 12 ..L..A.....A..w...]...A..w..A...
125c0 00 00 e9 4c c2 ff ff 31 ed 41 bc d9 77 00 00 41 bd 8a 12 00 00 e9 39 c2 ff ff 31 ed 41 bc db 77 ...L...1.A..w..A......9...1.A..w
125e0 00 00 41 bd 8a 12 00 00 e9 26 c2 ff ff 4c 89 e5 45 31 ff 41 bc de 77 00 00 41 bd 8a 12 00 00 e9 ..A......&...L..E1.A..w..A......
12600 0f c2 ff ff 45 31 ff 31 ed 41 bc e8 77 00 00 41 bd 8b 12 00 00 e9 f9 c1 ff ff 4c 89 e5 41 bd 8b ....E1.1.A..w..A..........L..A..
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12640 ed 41 bc f7 77 00 00 41 bd 8c 12 00 00 e9 c1 c1 ff ff 31 ed 41 bc f9 77 00 00 41 bd 8c 12 00 00 .A..w..A..........1.A..w..A.....
12660 e9 ae c1 ff ff 4c 89 e5 45 31 ff 41 bc fc 77 00 00 41 bd 8c 12 00 00 e9 97 c1 ff ff 45 31 ff 31 .....L..E1.A..w..A..........E1.1
12680 ed 41 bc 06 78 00 00 41 bd 8d 12 00 00 e9 81 c1 ff ff 4c 89 e5 41 bd 8d 12 00 00 41 bc 08 78 00 .A..x..A..........L..A.....A..x.
126a0 00 e9 6d c1 ff ff 41 bc 0b 78 00 00 41 bd 8d 12 00 00 e9 5c c1 ff ff 31 ed 41 bc 15 78 00 00 41 ..m...A..x..A......\...1.A..x..A
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126e0 45 31 ff 41 bc 1a 78 00 00 41 bd 8e 12 00 00 e9 1f c1 ff ff 45 31 ff 31 ed 41 bc 24 78 00 00 41 E1.A..x..A..........E1.1.A.$x..A
12700 bd 8f 12 00 00 e9 09 c1 ff ff 4c 89 e5 41 bd 8f 12 00 00 41 bc 26 78 00 00 e9 f5 c0 ff ff 41 bc ..........L..A.....A.&x.......A.
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12740 ff ff 31 ed 41 bc 35 78 00 00 41 bd 90 12 00 00 e9 be c0 ff ff 4c 89 e5 45 31 ff 41 bc 38 78 00 ..1.A.5x..A..........L..E1.A.8x.
12760 00 41 bd 90 12 00 00 e9 a7 c0 ff ff 45 31 ff 31 ed 41 bc 42 78 00 00 41 bd 91 12 00 00 e9 91 c0 .A..........E1.1.A.Bx..A........
12780 ff ff 4c 89 e5 41 bd 91 12 00 00 41 bc 44 78 00 00 e9 7d c0 ff ff 41 bc 47 78 00 00 41 bd 91 12 ..L..A.....A.Dx...}...A.Gx..A...
127a0 00 00 e9 6c c0 ff ff 31 ed 41 bc 51 78 00 00 41 bd 92 12 00 00 e9 59 c0 ff ff 31 ed 41 bc 53 78 ...l...1.A.Qx..A......Y...1.A.Sx
127c0 00 00 41 bd 92 12 00 00 e9 46 c0 ff ff 4c 89 e5 45 31 ff 41 bc 56 78 00 00 41 bd 92 12 00 00 e9 ..A......F...L..E1.A.Vx..A......
127e0 2f c0 ff ff 45 31 ff 31 ed 41 bc 60 78 00 00 41 bd 93 12 00 00 e9 19 c0 ff ff 4c 89 e5 41 bd 93 /...E1.1.A.`x..A..........L..A..
12800 12 00 00 41 bc 62 78 00 00 e9 05 c0 ff ff 41 bc 65 78 00 00 41 bd 93 12 00 00 e9 f4 bf ff ff 31 ...A.bx.......A.ex..A..........1
12820 ed 41 bc 6f 78 00 00 41 bd 94 12 00 00 e9 e1 bf ff ff 31 ed 41 bc 71 78 00 00 41 bd 94 12 00 00 .A.ox..A..........1.A.qx..A.....
12840 e9 ce bf ff ff 4c 89 e5 45 31 ff 41 bc 74 78 00 00 41 bd 94 12 00 00 e9 b7 bf ff ff 45 31 ff 31 .....L..E1.A.tx..A..........E1.1
12860 ed 41 bc 7e 78 00 00 41 bd 95 12 00 00 e9 a1 bf ff ff 4c 89 e5 41 bd 95 12 00 00 41 bc 80 78 00 .A.~x..A..........L..A.....A..x.
12880 00 e9 8d bf ff ff 41 bc 83 78 00 00 41 bd 95 12 00 00 e9 7c bf ff ff 31 ed 41 bc 8d 78 00 00 41 ......A..x..A......|...1.A..x..A
128a0 bd 96 12 00 00 e9 69 bf ff ff 31 ed 41 bc 8f 78 00 00 41 bd 96 12 00 00 e9 56 bf ff ff 4c 89 e5 ......i...1.A..x..A......V...L..
128c0 45 31 ff 41 bc 92 78 00 00 41 bd 96 12 00 00 e9 3f bf ff ff 45 31 ff 31 ed 41 bc 9c 78 00 00 41 E1.A..x..A......?...E1.1.A..x..A
128e0 bd 97 12 00 00 e9 29 bf ff ff 4c 89 e5 41 bd 97 12 00 00 41 bc 9e 78 00 00 e9 15 bf ff ff 41 bc ......)...L..A.....A..x.......A.
12900 a1 78 00 00 41 bd 97 12 00 00 e9 04 bf ff ff 31 ed 41 bc ab 78 00 00 41 bd 98 12 00 00 e9 f1 be .x..A..........1.A..x..A........
12920 ff ff 31 ed 41 bc ad 78 00 00 41 bd 98 12 00 00 e9 de be ff ff 4c 89 e5 45 31 ff 41 bc b0 78 00 ..1.A..x..A..........L..E1.A..x.
12940 00 41 bd 98 12 00 00 e9 c7 be ff ff 45 31 ff 31 ed 41 bc ba 78 00 00 41 bd 99 12 00 00 e9 b1 be .A..........E1.1.A..x..A........
12960 ff ff 4c 89 e5 41 bd 99 12 00 00 41 bc bc 78 00 00 e9 9d be ff ff 41 bc bf 78 00 00 41 bd 99 12 ..L..A.....A..x.......A..x..A...
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129a0 00 00 41 bd 9a 12 00 00 e9 66 be ff ff 4c 89 e5 45 31 ff 41 bc ce 78 00 00 41 bd 9a 12 00 00 e9 ..A......f...L..E1.A..x..A......
129c0 4f be ff ff 45 31 ff 31 ed 41 bc d8 78 00 00 41 bd 9b 12 00 00 e9 39 be ff ff 4c 89 e5 41 bd 9b O...E1.1.A..x..A......9...L..A..
129e0 12 00 00 41 bc da 78 00 00 e9 25 be ff ff 41 bc dd 78 00 00 41 bd 9b 12 00 00 e9 14 be ff ff 31 ...A..x...%...A..x..A..........1
12a00 ed 41 bc e7 78 00 00 41 bd 9c 12 00 00 e9 01 be ff ff 31 ed 41 bc e9 78 00 00 41 bd 9c 12 00 00 .A..x..A..........1.A..x..A.....
12a20 e9 ee bd ff ff 4c 89 e5 45 31 ff 41 bc ec 78 00 00 41 bd 9c 12 00 00 e9 d7 bd ff ff 45 31 ff 31 .....L..E1.A..x..A..........E1.1
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12a60 00 e9 ad bd ff ff 41 bc fb 78 00 00 41 bd 9d 12 00 00 e9 9c bd ff ff 31 ed 41 bc 05 79 00 00 41 ......A..x..A..........1.A..y..A
12a80 bd 9e 12 00 00 e9 89 bd ff ff 31 ed 41 bc 07 79 00 00 41 bd 9e 12 00 00 e9 76 bd ff ff 4c 89 e5 ..........1.A..y..A......v...L..
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12ac0 bd 9f 12 00 00 e9 49 bd ff ff 4c 89 e5 41 bd 9f 12 00 00 41 bc 16 79 00 00 e9 35 bd ff ff 41 bc ......I...L..A.....A..y...5...A.
12ae0 19 79 00 00 41 bd 9f 12 00 00 e9 24 bd ff ff 31 ed 41 bc 23 79 00 00 41 bd a0 12 00 00 e9 11 bd .y..A......$...1.A.#y..A........
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12b20 00 41 bd a0 12 00 00 e9 e7 bc ff ff 45 31 ff 31 ed 41 bc 32 79 00 00 41 bd a1 12 00 00 e9 d1 bc .A..........E1.1.A.2y..A........
12b40 ff ff 4c 89 e5 41 bd a1 12 00 00 41 bc 34 79 00 00 e9 bd bc ff ff 41 bc 37 79 00 00 41 bd a1 12 ..L..A.....A.4y.......A.7y..A...
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12ba0 6f bc ff ff 45 31 ff 31 ed 41 bc 50 79 00 00 41 bd a3 12 00 00 e9 59 bc ff ff 4c 89 e5 41 bd a3 o...E1.1.A.Py..A......Y...L..A..
12bc0 12 00 00 41 bc 52 79 00 00 e9 45 bc ff ff 41 bc 55 79 00 00 41 bd a3 12 00 00 e9 34 bc ff ff 31 ...A.Ry...E...A.Uy..A......4...1
12be0 ed 41 bc 5f 79 00 00 41 bd a4 12 00 00 e9 21 bc ff ff 31 ed 41 bc 61 79 00 00 41 bd a4 12 00 00 .A._y..A......!...1.A.ay..A.....
12c00 e9 0e bc ff ff 4c 89 e5 45 31 ff 41 bc 64 79 00 00 41 bd a4 12 00 00 e9 f7 bb ff ff 45 31 ff 31 .....L..E1.A.dy..A..........E1.1
12c20 ed 41 bc 6e 79 00 00 41 bd a5 12 00 00 e9 e1 bb ff ff 4c 89 e5 41 bd a5 12 00 00 41 bc 70 79 00 .A.ny..A..........L..A.....A.py.
12c40 00 e9 cd bb ff ff 41 bc 73 79 00 00 41 bd a5 12 00 00 e9 bc bb ff ff 31 ed 41 bc 7d 79 00 00 41 ......A.sy..A..........1.A.}y..A
12c60 bd a6 12 00 00 e9 a9 bb ff ff 31 ed 41 bc 7f 79 00 00 41 bd a6 12 00 00 e9 96 bb ff ff 4c 89 e5 ..........1.A..y..A..........L..
12c80 45 31 ff 41 bc 82 79 00 00 41 bd a6 12 00 00 e9 7f bb ff ff 45 31 ff 31 ed 41 bc 8c 79 00 00 41 E1.A..y..A..........E1.1.A..y..A
12ca0 bd a7 12 00 00 e9 69 bb ff ff 4c 89 e5 41 bd a7 12 00 00 41 bc 8e 79 00 00 e9 55 bb ff ff 41 bc ......i...L..A.....A..y...U...A.
12cc0 91 79 00 00 41 bd a7 12 00 00 e9 44 bb ff ff 31 ed 41 bc 9b 79 00 00 41 bd a8 12 00 00 e9 31 bb .y..A......D...1.A..y..A......1.
12ce0 ff ff 31 ed 41 bc 9d 79 00 00 41 bd a8 12 00 00 e9 1e bb ff ff 4c 89 e5 45 31 ff 41 bc a0 79 00 ..1.A..y..A..........L..E1.A..y.
12d00 00 41 bd a8 12 00 00 e9 07 bb ff ff 45 31 ff 31 ed 41 bc aa 79 00 00 41 bd a9 12 00 00 e9 f1 ba .A..........E1.1.A..y..A........
12d20 ff ff 4c 89 e5 41 bd a9 12 00 00 41 bc ac 79 00 00 e9 dd ba ff ff 41 bc af 79 00 00 41 bd a9 12 ..L..A.....A..y.......A..y..A...
12d40 00 00 e9 cc ba ff ff 31 ed 41 bc b9 79 00 00 41 bd aa 12 00 00 e9 b9 ba ff ff 31 ed 41 bc bb 79 .......1.A..y..A..........1.A..y
12d60 00 00 41 bd aa 12 00 00 e9 a6 ba ff ff 4c 89 e5 45 31 ff 41 bc be 79 00 00 41 bd aa 12 00 00 e9 ..A..........L..E1.A..y..A......
12d80 8f ba ff ff 45 31 ff 31 ed 41 bc c8 79 00 00 41 bd ab 12 00 00 e9 79 ba ff ff 4c 89 e5 41 bd ab ....E1.1.A..y..A......y...L..A..
12da0 12 00 00 41 bc ca 79 00 00 e9 65 ba ff ff 41 bc cd 79 00 00 41 bd ab 12 00 00 e9 54 ba ff ff 31 ...A..y...e...A..y..A......T...1
12dc0 ed 41 bc d7 79 00 00 41 bd ac 12 00 00 e9 41 ba ff ff 31 ed 41 bc d9 79 00 00 41 bd ac 12 00 00 .A..y..A......A...1.A..y..A.....
12de0 e9 2e ba ff ff 4c 89 e5 45 31 ff 41 bc dc 79 00 00 41 bd ac 12 00 00 e9 17 ba ff ff 45 31 ff 31 .....L..E1.A..y..A..........E1.1
12e00 ed 41 bc e6 79 00 00 41 bd ad 12 00 00 e9 01 ba ff ff 4c 89 e5 41 bd ad 12 00 00 41 bc e8 79 00 .A..y..A..........L..A.....A..y.
12e20 00 e9 ed b9 ff ff 41 bc eb 79 00 00 41 bd ad 12 00 00 e9 dc b9 ff ff 31 ed 41 bc f5 79 00 00 41 ......A..y..A..........1.A..y..A
12e40 bd ae 12 00 00 e9 c9 b9 ff ff 31 ed 41 bc f7 79 00 00 41 bd ae 12 00 00 e9 b6 b9 ff ff 4c 89 e5 ..........1.A..y..A..........L..
12e60 45 31 ff 41 bc fa 79 00 00 41 bd ae 12 00 00 e9 9f b9 ff ff 45 31 ff 31 ed 41 bc 04 7a 00 00 41 E1.A..y..A..........E1.1.A..z..A
12e80 bd af 12 00 00 e9 89 b9 ff ff 4c 89 e5 41 bd af 12 00 00 41 bc 06 7a 00 00 e9 75 b9 ff ff 41 bc ..........L..A.....A..z...u...A.
12ea0 09 7a 00 00 41 bd af 12 00 00 e9 64 b9 ff ff 31 ed 41 bc 13 7a 00 00 41 bd b0 12 00 00 e9 51 b9 .z..A......d...1.A..z..A......Q.
12ec0 ff ff 31 ed 41 bc 15 7a 00 00 41 bd b0 12 00 00 e9 3e b9 ff ff 4c 89 e5 45 31 ff 41 bc 18 7a 00 ..1.A..z..A......>...L..E1.A..z.
12ee0 00 41 bd b0 12 00 00 e9 27 b9 ff ff 45 31 ff 31 ed 41 bc 22 7a 00 00 41 bd b1 12 00 00 e9 11 b9 .A......'...E1.1.A."z..A........
12f00 ff ff 4c 89 e5 41 bd b1 12 00 00 41 bc 24 7a 00 00 e9 fd b8 ff ff 41 bc 27 7a 00 00 41 bd b1 12 ..L..A.....A.$z.......A.'z..A...
12f20 00 00 e9 ec b8 ff ff 31 ed 41 bc 31 7a 00 00 41 bd b3 12 00 00 e9 d9 b8 ff ff 41 bc 33 7a 00 00 .......1.A.1z..A..........A.3z..
12f40 41 bd b3 12 00 00 e9 c8 b8 ff ff 31 ed 41 bc 3d 7a 00 00 41 bd cb 12 00 00 e9 b5 b8 ff ff 41 bc A..........1.A.=z..A..........A.
12f60 3f 7a 00 00 41 bd cb 12 00 00 e9 a4 b8 ff ff 31 ed 41 bc 49 7a 00 00 41 bd e5 12 00 00 e9 91 b8 ?z..A..........1.A.Iz..A........
12f80 ff ff 41 bc 4b 7a 00 00 41 bd e5 12 00 00 e9 80 b8 ff ff 31 ed 41 bc 55 7a 00 00 41 bd 03 13 00 ..A.Kz..A..........1.A.Uz..A....
12fa0 00 e9 6d b8 ff ff 41 bc 57 7a 00 00 41 bd 03 13 00 00 e9 5c b8 ff ff 31 ed 41 bc 61 7a 00 00 41 ..m...A.Wz..A......\...1.A.az..A
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14ee0 14 0f 1f 80 00 00 00 00 48 8b 50 08 48 83 c0 08 48 85 d2 74 5b 48 39 0a 75 ee 48 8b 54 24 30 48 ........H.P.H...H..t[H9.u.H.T$0H
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22640 48 83 ea 01 48 89 55 00 0f 84 9e 00 00 00 48 8d 0d f4 8d 03 00 ba bd 07 00 00 be 1e 44 00 00 48 H...H.U.......H.............D..H
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226c0 e7 fe ff ff 4c 8d 5e 28 48 83 c6 38 41 83 e2 40 49 0f 45 f3 e9 bd fd ff ff 49 8d 78 38 41 83 e3 ....L.^(H..8A..@I.E......I.x8A..
226e0 40 48 0f 45 7c 24 10 e9 9c fd ff ff 48 89 ef 48 89 04 24 e8 d8 2a fe ff 48 8b 04 24 e9 4d ff ff @H.E|$......H..H..$..*..H..$.M..
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22820 48 83 c0 01 48 39 c1 74 27 4c 3b 64 c2 18 75 f0 48 c7 43 60 00 00 00 00 49 8b 00 85 c0 78 11 48 H...H9.t'L;d..u.H.C`....I....x.H
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229e0 cd 4c 8d 34 d6 48 85 d2 0f 84 ba 09 00 00 48 83 fa 01 0f 85 20 09 00 00 48 8b 2e 48 8b 49 10 48 .L.4.H........H.........H..H.I.H
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265c0 48 89 45 00 0f 84 8e 00 00 00 48 8d 0d 78 4e 03 00 ba fe 12 00 00 be e5 6e 00 00 48 8d 3d 86 3f H.E.......H..xN.........n..H.=.?
265e0 03 00 e8 c9 f4 fe ff 31 c0 e9 93 fe ff ff 66 90 48 8d 4c 24 18 48 8d 54 24 20 49 89 e8 4c 89 f6 .......1......f.H.L$.H.T$.I..L..
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26720 48 8b 80 90 00 00 00 48 85 c0 0f 84 e0 03 00 00 ff d0 48 89 c5 49 8b 04 24 48 85 ed 0f 84 ee 01 H......H..........H..I..$H......
26740 00 00 85 c0 78 0e 48 83 e8 01 49 89 04 24 0f 84 24 02 00 00 48 8b 05 9d 47 08 00 48 39 45 08 0f ....x.H...I..$..$...H...G..H9E..
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26780 f7 0f 84 09 01 00 00 e8 e4 ef fd ff 85 c0 0f 85 fc 00 00 00 45 31 f6 4c 8d 7c 24 18 41 bc 01 00 ....................E1.L.|$.A...
267a0 00 00 48 89 ef e8 46 eb fd ff 31 c9 4c 89 e2 4c 89 fe 48 89 ef 48 85 c0 0f 84 12 03 00 00 ff d0 ..H...F...1.L..L..H..H..........
267c0 49 89 c4 4d 85 f6 74 14 49 8b 06 85 c0 78 0d 48 83 e8 01 49 89 06 0f 84 e4 02 00 00 4d 85 e4 0f I..M..t.I....x.H...I........M...
267e0 84 1b 01 00 00 48 8b 45 00 85 c0 78 0e 48 83 e8 01 48 89 45 00 0f 84 a5 02 00 00 4c 3b 25 7e 47 .....H.E...x.H...H.E.......L;%~G
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26820 74 01 00 00 4c 89 e7 e8 b4 ed fd ff 89 c5 85 c0 0f 88 52 03 00 00 49 8b 04 24 85 c0 78 0e 48 83 t...L.............R...I..$..x.H.
26840 e8 01 49 89 04 24 0f 84 64 02 00 00 85 ed 0f 84 4c 01 00 00 4c 89 ef e8 84 ee fe ff 48 89 c7 48 ..I..$..d.......L...L.......H..H
26860 83 f8 ff 0f 84 07 04 00 00 e8 92 eb fd ff 48 85 c0 0f 85 ee 00 00 00 41 bd 74 00 00 00 41 be 32 ..............H........A.t...A.2
26880 1e 00 00 e9 c2 00 00 00 0f 1f 84 00 00 00 00 00 48 8b 55 10 8b 42 10 a8 08 0f 84 f5 fe ff ff 4c ................H.U..B.........L
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268c0 c0 75 3d 4c 89 e7 4c 89 fe 41 ff d6 49 89 c4 e8 9c ec fd ff 4d 85 e4 0f 85 08 ff ff ff e8 3e ec .u=L..L..A..I.......M.........>.
268e0 fd ff 48 85 c0 75 19 48 8b 05 02 46 08 00 48 8d 35 83 27 03 00 48 8b 38 e8 83 e9 fd ff 0f 1f 00 ..H..u.H...F..H.5.'..H.8........
26900 41 bd 72 00 00 00 41 be 18 1e 00 00 48 8b 45 00 85 c0 78 36 48 83 e8 01 48 89 45 00 75 2c 48 89 A.r...A.....H.E...x6H...H.E.u,H.
26920 ef e8 aa e8 fd ff eb 22 0f 1f 84 00 00 00 00 00 85 c0 78 0a 48 83 e8 01 49 89 04 24 74 4a 41 bd ......."..........x.H...I..$tJA.
26940 72 00 00 00 41 be 03 1e 00 00 48 8d 0d f8 4a 03 00 44 89 ea 44 89 f6 48 8d 3d 32 3c 03 00 e8 4d r...A.....H...J..D..D..H.=2<...M
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26980 e9 cf fd ff ff 0f 1f 00 4c 89 e7 e8 40 e8 fd ff eb ac 66 0f 1f 44 00 00 0f b6 e8 e9 96 fe ff ff ........L...@.....f..D..........
269a0 49 8b 45 08 48 8b 35 6d 59 08 00 4c 89 ef 48 8b 80 90 00 00 00 48 85 c0 0f 84 a2 02 00 00 ff d0 I.E.H.5mY..L..H......H..........
269c0 49 89 c4 4d 85 e4 0f 84 d4 02 00 00 e8 6f ec fd ff 48 89 c5 48 85 c0 0f 84 db 02 00 00 48 8b 15 I..M.........o...H..H........H..
269e0 84 63 08 00 48 8b 35 d5 59 08 00 48 89 c7 e8 0d ed fd ff 85 c0 0f 88 d5 01 00 00 49 8b 44 24 08 .c..H.5.Y..H...............I.D$.
26a00 4c 8b 35 61 64 08 00 4c 8b a8 80 00 00 00 4d 85 ed 0f 84 19 02 00 00 48 8d 3d 3a 26 03 00 e8 dd L.5ad..L......M........H.=:&....
26a20 e6 fd ff 85 c0 0f 85 25 02 00 00 48 89 ea 4c 89 f6 4c 89 e7 41 ff d5 48 89 44 24 08 e8 2f eb fd .......%...H..L..L..A..H.D$../..
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2b7c0 4c 89 ef e8 08 9a fd ff e9 20 f9 ff ff 0f 1f 00 4c 89 ef e8 f8 99 fd ff e9 c3 fa ff ff 0f 1f 00 L...............L...............
2b7e0 4c 89 ff e8 e8 99 fd ff e9 19 fc ff ff 0f 1f 00 4c 89 ff e8 d8 99 fd ff e9 79 fc ff ff 0f 1f 00 L...............L........y......
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2b880 d1 6d 00 00 49 89 07 0f 84 9b fd ff ff 48 8d 0d b5 fb 02 00 ba c6 12 00 00 be d1 6d 00 00 48 8d .m..I........H.............m..H.
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30080 4c 24 28 48 8b 35 0e cb 07 00 48 8b 47 08 48 8b 80 98 00 00 00 48 85 c0 0f 84 fc 19 00 00 ff d0 L$(H.5....H.G.H......H..........
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301a0 00 00 00 00 48 c7 44 24 20 00 00 00 00 e9 f5 ec ff ff 66 0f 1f 44 00 00 48 89 7c 24 18 e8 1e 54 ....H.D$..........f..D..H.|$...T
301c0 fd ff 48 8b 7c 24 18 e9 e9 eb ff ff 0f 1f 40 00 89 44 24 18 e8 f7 4f fd ff 8b 44 24 18 e9 e7 eb ..H.|$........@..D$...O...D$....
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30320 e8 fb 51 fd ff 48 85 c0 0f 85 bb 0a 00 00 48 89 ef e8 ea 23 ff ff 48 89 c5 48 85 c0 0f 85 65 1c ..Q..H........H....#..H..H....e.
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30440 00 00 48 c7 44 24 08 00 00 00 00 48 c7 44 24 20 00 00 00 00 e9 4e ea ff ff 0f 1f 80 00 00 00 00 ..H.D$.....H.D$......N..........
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30580 00 00 00 00 31 c9 45 31 db 31 ed 48 c7 44 24 10 00 00 00 00 45 31 d2 45 31 ff 48 c7 04 24 00 00 ....1.E1.1.H.D$.....E1.E1.H..$..
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305e0 48 85 c0 0f 84 da 0a 00 00 48 89 c7 e8 df 42 fe ff 48 8b 45 00 85 c0 78 0e 48 83 e8 01 48 89 45 H........H....B..H.E...x.H...H.E
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30640 48 c7 04 24 00 00 00 00 45 31 ff 41 bd 8e 5c 00 00 bb 6f 10 00 00 48 c7 44 24 10 00 00 00 00 48 H..$....E1.A..\...o...H.D$.....H
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306e0 ec 08 48 8b 05 4f a8 07 00 48 8d 0d 3f ad 02 00 48 8d 35 09 8f 02 00 6a 01 4c 8d 0d b0 b1 02 00 ..H..O...H..?...H.5....j.L......
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30760 e9 85 eb ff ff 4c 89 6c 24 28 49 89 de 31 c9 45 31 db 48 c7 04 24 00 00 00 00 45 31 d2 45 31 ff .....L.l$(I..1.E1.H..$....E1.E1.
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307e0 41 83 e1 40 48 0f 45 7c 24 10 e9 ca e4 ff ff e8 0c 50 fd ff 49 89 c0 e9 f7 e9 ff ff 48 c7 44 24 A..@H.E|$........P..I.......H.D$
30800 18 00 00 00 00 31 c9 45 31 db 31 ed 48 c7 04 24 00 00 00 00 45 31 ff 41 bd c8 5c 00 00 bb 71 10 .....1.E1.1.H..$....E1.A..\...q.
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30880 18 00 00 00 00 31 c9 45 31 db 31 ed 48 c7 04 24 00 00 00 00 45 31 ff 41 bd ca 5c 00 00 bb 71 10 .....1.E1.1.H..$....E1.A..\...q.
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30940 45 31 ff 41 bd cd 5c 00 00 bb 71 10 00 00 48 c7 44 24 10 00 00 00 00 48 c7 44 24 08 00 00 00 00 E1.A..\...q...H.D$.....H.D$.....
30960 e9 70 e5 ff ff 48 89 ef 4c 89 14 24 e8 5f 48 fd ff 4c 8b 14 24 e9 f3 f8 ff ff 4c 89 cf 4c 89 04 .p...H..L..$._H..L..$.....L..L..
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309a0 ff 48 8d 0d 87 aa 02 00 41 b8 02 00 00 00 48 85 c0 0f 84 3e de ff ff be 37 5b 00 00 e9 66 de ff .H......A.....H....>....7[...f..
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30a40 00 00 45 31 ff 41 bd d2 5c 00 00 bb 71 10 00 00 48 c7 44 24 10 00 00 00 00 48 c7 44 24 08 00 00 ..E1.A..\...q...H.D$.....H.D$...
30a60 00 00 e9 40 e4 ff ff 48 c7 04 24 00 00 00 00 31 c9 45 31 db 45 31 ff 48 c7 44 24 18 00 00 00 00 ...@...H..$....1.E1.E1.H.D$.....
30a80 41 bd 44 5c 00 00 bb 69 10 00 00 48 c7 44 24 10 00 00 00 00 48 c7 44 24 08 00 00 00 00 48 c7 44 A.D\...i...H.D$.....H.D$.....H.D
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30b20 00 00 48 c7 44 24 10 00 00 00 00 48 c7 44 24 08 00 00 00 00 e9 87 e3 ff ff 44 0f b7 07 44 0f b7 ..H.D$.....H.D$..........D...D..
30b40 0e e9 9f e1 ff ff 41 bd d5 5c 00 00 bb 71 10 00 00 e9 25 fa ff ff 48 89 ef 4c 89 0c 24 e8 6e 46 ......A..\...q....%...H..L..$.nF
30b60 fd ff 4c 8b 0c 24 e9 32 f9 ff ff 4c 89 c7 e8 5d 46 fd ff e9 50 e6 ff ff 4c 89 d7 4c 89 0c 24 e8 ..L..$.2...L...]F...P...L..L..$.
30b80 4c 46 fd ff 4c 8b 0c 24 e9 a6 e9 ff ff 48 8d b4 24 90 00 00 00 ba 02 00 00 00 e9 3f e9 ff ff 48 LF..L..$.....H..$..........?...H
30ba0 8b 35 d2 c3 07 00 48 8b 3d 9b c4 07 00 31 d2 e8 2c 2a fe ff 48 89 c5 48 85 c0 0f 84 3f 0a 00 00 .5....H.=....1..,*..H..H....?...
30bc0 48 89 c7 e8 08 3d fe ff 48 8b 45 00 85 c0 78 0e 48 83 e8 01 48 89 45 00 0f 84 2b 06 00 00 41 bd H....=..H.E...x.H...H.E...+...A.
30be0 e4 5c 00 00 bb 72 10 00 00 e9 b5 da ff ff 48 8b 7c 24 08 48 89 74 24 18 48 89 54 24 10 4c 89 14 .\...r........H.|$.H.t$.H.T$.L..
30c00 24 e8 ca 45 fd ff 4c 8b 14 24 48 8b 54 24 10 48 8b 74 24 18 e9 c5 e8 ff ff 4c 89 cf 4c 89 14 24 $..E..L..$H.T$.H.t$......L..L..$
30c20 e8 ab 45 fd ff 4c 8b 14 24 e9 3c e9 ff ff 48 c7 44 24 18 00 00 00 00 31 c9 45 31 db 31 ed 48 c7 ..E..L..$.<...H.D$.....1.E1.1.H.
30c40 44 24 10 00 00 00 00 45 31 ff 48 c7 04 24 00 00 00 00 48 c7 44 24 08 00 00 00 00 e9 dd e3 ff ff D$.....E1.H..$....H.D$..........
30c60 48 c7 44 24 18 00 00 00 00 31 c9 45 31 db 31 ed 48 c7 04 24 00 00 00 00 45 31 ff 41 bd 98 5c 00 H.D$.....1.E1.1.H..$....E1.A..\.
30c80 00 bb 6f 10 00 00 48 c7 44 24 10 00 00 00 00 48 c7 44 24 08 00 00 00 00 e9 a5 dc ff ff 4c 89 cf ..o...H.D$.....H.D$..........L..
30ca0 4c 89 54 24 08 e8 26 45 fd ff 4c 8b 54 24 08 e9 19 e9 ff ff 48 89 f7 e8 14 45 fd ff 4c 8b 44 24 L.T$..&E..L.T$......H....E..L.D$
30cc0 10 e9 c0 e9 ff ff 48 89 ef 41 bd 7c 5c 00 00 bb 6e 10 00 00 e8 f7 44 fd ff e9 c5 d9 ff ff 48 c7 ......H..A.|\...n.....D.......H.
30ce0 04 24 00 00 00 00 31 c9 45 31 db 45 31 ff 48 c7 44 24 18 00 00 00 00 41 bd 05 5d 00 00 bb 79 10 .$....1.E1.E1.H.D$.....A..]...y.
30d00 00 00 48 c7 44 24 10 00 00 00 00 48 c7 44 24 08 00 00 00 00 e9 29 dc ff ff 4c 89 c7 e8 af 44 fd ..H.D$.....H.D$......)...L....D.
30d20 ff e9 80 e9 ff ff 48 c7 04 24 00 00 00 00 31 c9 45 31 db 45 31 d2 45 31 ff 41 bd 07 5d 00 00 bb ......H..$....1.E1.E1.E1.A..]...
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30d60 43 e1 ff ff 48 8d b4 24 90 00 00 00 ba 03 00 00 00 e9 b6 e8 ff ff 48 c7 44 24 18 00 00 00 00 31 C...H..$..............H.D$.....1
30d80 c9 45 31 db 31 ed 48 c7 44 24 10 00 00 00 00 45 31 d2 45 31 ff 41 bd 9d 5c 00 00 48 c7 04 24 00 .E1.1.H.D$.....E1.E1.A..\..H..$.
30da0 00 00 00 bb 6f 10 00 00 48 c7 44 24 08 00 00 00 00 e9 f1 e0 ff ff 45 31 ff e9 9a ef ff ff 4c 89 ....o...H.D$..........E1......L.
30dc0 d7 4c 89 44 24 18 48 89 74 24 10 48 89 54 24 08 e8 fb 43 fd ff 48 8b 54 24 08 48 8b 74 24 10 4c .L.D$.H.t$.H.T$...C..H.T$.H.t$.L
30de0 8b 44 24 18 e9 43 e8 ff ff 4c 89 6c 24 28 31 c9 45 31 db 45 31 ff 48 c7 44 24 18 00 00 00 00 31 .D$..C...L.l$(1.E1.E1.H.D$.....1
30e00 ed 41 bd ed 5b 00 00 bb 65 10 00 00 48 c7 44 24 10 00 00 00 00 48 c7 04 24 00 00 00 00 48 c7 44 .A..[...e...H.D$.....H..$....H.D
30e20 24 08 00 00 00 00 48 c7 44 24 20 00 00 00 00 e9 0e db ff ff 48 c7 44 24 18 00 00 00 00 31 c9 45 $.....H.D$..........H.D$.....1.E
30e40 31 db 31 ed 48 c7 04 24 00 00 00 00 45 31 ff 41 bd 9f 5c 00 00 bb 6f 10 00 00 48 c7 44 24 10 00 1.1.H..$....E1.A..\...o...H.D$..
30e60 00 00 00 48 c7 44 24 08 00 00 00 00 e9 36 e0 ff ff 48 c7 04 24 00 00 00 00 31 c9 45 31 db 45 31 ...H.D$......6...H..$....1.E1.E1
30e80 ff 48 c7 44 24 18 00 00 00 00 41 bd 14 5d 00 00 bb 7a 10 00 00 48 c7 44 24 10 00 00 00 00 e9 9f .H.D$.....A..]...z...H.D$.......
30ea0 da ff ff 48 c7 44 24 18 00 00 00 00 31 c9 45 31 db 31 ed 48 c7 04 24 00 00 00 00 45 31 ff 41 bd ...H.D$.....1.E1.1.H..$....E1.A.
30ec0 a2 5c 00 00 bb 6f 10 00 00 48 c7 44 24 10 00 00 00 00 48 c7 44 24 08 00 00 00 00 e9 c7 df ff ff .\...o...H.D$.....H.D$..........
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30f20 00 41 bd 28 5d 00 00 bb 7a 10 00 00 48 c7 44 24 10 00 00 00 00 48 c7 44 24 08 00 00 00 00 e9 92 .A.(]...z...H.D$.....H.D$.......
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30f60 fd ff 4c 8b 4c 24 10 e9 64 e8 ff ff 48 89 ef e8 5c 42 fd ff e9 1f d7 ff ff 48 89 d7 4c 89 0c 24 ..L.L$..d...H...\B.......H..L..$
30f80 e8 4b 42 fd ff 4c 8b 0c 24 e9 7a e8 ff ff 4c 89 ef 4c 89 0c 24 e8 36 42 fd ff 4c 8b 0c 24 e9 4c .KB..L..$.z...L..L..$.6B..L..$.L
30fa0 e8 ff ff 49 89 c2 48 8d b4 24 98 00 00 00 ba 01 00 00 00 e9 26 e5 ff ff 48 c7 04 24 00 00 00 00 ...I..H..$..........&...H..$....
30fc0 31 c9 45 31 db 45 31 c0 45 31 ff 41 bd 2c 5d 00 00 bb 7a 10 00 00 48 c7 44 24 18 00 00 00 00 48 1.E1.E1.E1.A.,]...z...H.D$.....H
30fe0 c7 44 24 10 00 00 00 00 48 c7 44 24 08 00 00 00 00 e9 b1 de ff ff 48 8d b4 24 90 00 00 00 ba 02 .D$.....H.D$..........H..$......
31000 00 00 00 e9 7b e7 ff ff 4c 89 d7 4c 89 44 24 40 48 89 74 24 18 48 89 54 24 10 e8 b1 41 fd ff 48 ....{...L..L.D$@H.t$.H.T$...A..H
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31080 c7 44 24 08 00 00 00 00 e9 48 de ff ff 31 c9 45 31 db 45 31 c0 45 31 ff 48 c7 44 24 18 00 00 00 .D$......H...1.E1.E1.E1.H.D$....
310a0 00 41 bd 31 5d 00 00 bb 7a 10 00 00 48 c7 44 24 10 00 00 00 00 48 c7 44 24 08 00 00 00 00 e9 e4 .A.1]...z...H.D$.....H.D$.......
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31100 c7 4c 89 4c 24 28 e8 c5 40 fd ff 4c 8b 4c 24 28 e9 1a e8 ff ff 48 c7 04 24 00 00 00 00 31 c9 45 .L.L$(..@..L.L$(.....H..$....1.E
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31140 10 00 00 00 00 e9 8b dd ff ff 4d 89 d0 48 8d b4 24 98 00 00 00 ba 02 00 00 00 45 31 ed e9 ca e4 ..........M..H..$.........E1....
31160 ff ff 4d 89 d0 48 8d b4 24 98 00 00 00 ba 02 00 00 00 e9 b5 e4 ff ff 48 c7 04 24 00 00 00 00 31 ..M..H..$..............H..$....1
31180 c9 45 31 db 45 31 ff 48 c7 44 24 18 00 00 00 00 41 bd 55 5d 00 00 bb 8b 10 00 00 48 c7 44 24 10 .E1.E1.H.D$.....A.U].......H.D$.
311a0 00 00 00 00 e9 99 d7 ff ff be 3f 5b 00 00 e9 74 d6 ff ff 31 c9 45 31 ff 41 bd 57 5d 00 00 bb 8b ..........?[...t...1.E1.A.W]....
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311e0 ff ff 31 c9 45 31 ff 41 bd 59 5d 00 00 bb 8b 10 00 00 48 c7 44 24 18 00 00 00 00 48 c7 44 24 10 ..1.E1.A.Y].......H.D$.....H.D$.
31200 00 00 00 00 e9 cc dc ff ff 48 89 ef 41 bd e4 5c 00 00 bb 72 10 00 00 e8 b4 3f fd ff e9 82 d4 ff .........H..A..\...r.....?......
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31240 00 00 00 00 31 c9 45 31 db 45 31 ff 41 bd 6f 5d 00 00 bb 8b 10 00 00 48 c7 44 24 18 00 00 00 00 ....1.E1.E1.A.o].......H.D$.....
31260 48 c7 44 24 10 00 00 00 00 e9 67 dc ff ff 48 c7 44 24 18 00 00 00 00 31 c9 45 31 db 31 ed 48 c7 H.D$......g...H.D$.....1.E1.1.H.
31280 04 24 00 00 00 00 45 31 ff 41 bd f6 5c 00 00 bb 78 10 00 00 48 c7 44 24 10 00 00 00 00 48 c7 44 .$....E1.A..\...x...H.D$.....H.D
312a0 24 08 00 00 00 00 e9 97 d6 ff ff 4d 89 d5 48 8d b4 24 98 00 00 00 ba 01 00 00 00 e9 c3 e4 ff ff $..........M..H..$..............
312c0 48 c7 04 24 00 00 00 00 31 c9 45 31 db 45 31 ff 4c 89 4c 24 28 41 bd 90 5d 00 00 bb 8c 10 00 00 H..$....1.E1.E1.L.L$(A..].......
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31300 84 06 0a 00 00 41 8b 03 4d 8b 54 24 10 83 c0 01 74 03 41 89 03 41 8b 02 83 c0 01 74 03 41 89 02 .....A..M.T$....t.A..A.....t.A..
31320 49 8b 04 24 85 c0 78 0e 48 83 e8 01 49 89 04 24 0f 84 0e 05 00 00 31 c0 ba 02 00 00 00 e9 f5 e4 I..$..x.H...I..$......1.........
31340 ff ff 48 83 fa 03 0f 8f df 05 00 00 48 85 d2 0f 88 9c 05 00 00 48 83 fa 01 48 8d 05 50 a5 02 00 ..H.........H........H...H..P...
31360 4c 89 0c 24 48 8d 0d c3 a0 02 00 48 0f 45 c8 48 8b 05 b2 9b 07 00 48 8d 35 93 86 02 00 4c 89 44 L..$H......H.E.H......H.5....L.D
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313c0 00 00 48 c7 04 24 00 00 00 00 e9 f1 da ff ff 48 3b 05 22 9c 07 00 0f 84 7f 02 00 00 4c 89 c7 4c ..H..$.........H;.".........L..L
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31400 00 00 49 8b 00 85 c0 78 0d 48 83 e8 01 49 89 00 0f 84 27 09 00 00 48 8b 41 08 4c 89 4c 24 18 48 ..I....x.H...I....'...H.A.L.L$.H
31420 89 cf 48 89 4c 24 10 48 8b 80 e0 00 00 00 48 89 04 24 ff d0 48 8b 4c 24 10 4c 8b 4c 24 18 48 85 ..H.L$.H......H..$..H.L$.L.L$.H.
31440 c0 49 89 c2 0f 84 d9 06 00 00 48 89 44 24 40 48 89 cf 48 8b 04 24 4c 89 4c 24 28 48 89 4c 24 18 .I........H.D$@H..H..$L.L$(H.L$.
31460 ff d0 48 8b 4c 24 18 4c 8b 4c 24 28 48 85 c0 48 89 44 24 10 4c 8b 54 24 40 0f 84 b0 06 00 00 4c ..H.L$.L.L$(H..H.D$.L.T$@......L
31480 89 54 24 48 48 89 cf 4c 8b 3c 24 4c 89 4c 24 40 48 89 4c 24 28 41 ff d7 48 8b 4c 24 28 4c 8b 4c .T$HH..L.<$L.L$@H.L$(A..H.L$(L.L
314a0 24 40 48 85 c0 48 89 44 24 18 4c 8b 54 24 48 0f 84 e2 0c 00 00 48 89 cf 4c 89 54 24 40 4c 89 4c $@H..H.D$.L.T$H......H..L.T$@L.L
314c0 24 28 48 89 0c 24 41 ff d7 48 8b 0c 24 4c 8b 4c 24 28 4c 8b 54 24 40 48 85 c0 48 89 c7 48 89 4c $(H..$A..H..$L.L$(L.T$@H..H..H.L
314e0 24 40 4c 89 54 24 28 4c 89 0c 24 0f 85 89 0c 00 00 e8 fa 3c fe ff 48 8b 4c 24 40 4c 8b 54 24 28 $@L.T$(L..$........<..H.L$@L.T$(
31500 4c 8b 0c 24 85 c0 0f 88 d4 06 00 00 48 8b 01 85 c0 0f 88 cb 0c 00 00 48 83 e8 01 4c 89 14 24 48 L..$........H..........H...L..$H
31520 89 01 0f 85 07 e4 ff ff 48 89 cf 4c 89 4c 24 28 e8 9b 3c fd ff 4c 8b 4c 24 28 e9 f0 e3 ff ff 90 ........H..L.L$(..<..L.L$(......
31540 4c 89 4c 24 28 41 bd d7 5d 00 00 31 c9 45 31 db bb 8e 10 00 00 45 31 ff e9 e5 d3 ff ff 4c 89 c7 L.L$(A..]..1.E1......E1......L..
31560 4c 89 54 24 30 4c 89 4c 24 28 e8 61 3c fd ff 4c 8b 54 24 30 4c 8b 4c 24 28 e9 3c e8 ff ff 4c 89 L.T$0L.L$(.a<..L.T$0L.L$(.<...L.
31580 df 48 89 4c 24 38 4c 89 54 24 30 4c 89 4c 24 28 e8 3b 3c fd ff 48 8b 4c 24 38 4c 8b 54 24 30 4c .H.L$8L.T$0L.L$(.;<..H.L$8L.T$0L
315a0 8b 4c 24 28 e9 8a e8 ff ff 48 89 cf 4c 89 44 24 38 4c 89 54 24 30 4c 89 4c 24 28 e8 10 3c fd ff .L$(.....H..L.D$8L.T$0L.L$(..<..
315c0 4c 8b 44 24 38 4c 8b 54 24 30 4c 8b 4c 24 28 e9 e8 e8 ff ff 4c 89 c7 4c 89 5c 24 38 4c 89 54 24 L.D$8L.T$0L.L$(.....L..L.\$8L.T$
315e0 30 4c 89 4c 24 28 e8 e5 3b fd ff 4c 8b 5c 24 38 4c 8b 54 24 30 4c 8b 4c 24 28 e9 0a e9 ff ff 48 0L.L$(..;..L.\$8L.T$0L.L$(.....H
31600 c7 04 24 00 00 00 00 31 c9 45 31 db 45 31 ff 48 c7 44 24 18 00 00 00 00 41 bd e0 5c 00 00 bb 72 ..$....1.E1.E1.H.D$.....A..\...r
31620 10 00 00 48 c7 44 24 10 00 00 00 00 48 c7 44 24 08 00 00 00 00 e9 08 d3 ff ff 4c 89 c7 4c 89 5c ...H.D$.....H.D$..........L..L.\
31640 24 40 4c 89 4c 24 28 e8 84 3b fd ff 4c 8b 5c 24 40 4c 8b 4c 24 28 e9 b1 e3 ff ff 49 8b 50 10 48 $@L.L$(..;..L.\$@L.L$(.....I.P.H
31660 83 fa 03 0f 85 d9 fc ff ff 49 8b 40 18 48 8b 30 48 89 34 24 48 8b 70 08 48 8b 40 10 48 89 74 24 .........I.@.H.0H.4$H.p.H.@.H.t$
31680 10 48 89 44 24 18 e9 5b e2 ff ff 4c 89 4c 24 28 41 bd e1 5d 00 00 31 c9 45 31 db bb 8f 10 00 00 .H.D$..[...L.L$(A..]..1.E1......
316a0 45 31 ff e9 9a d2 ff ff 4c 89 4c 24 28 4c 8b 6c 24 08 e9 dd d2 ff ff 4c 89 ff 4c 89 5c 24 48 4c E1......L.L$(L.l$......L..L.\$HL
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316e0 48 89 4c 24 50 e8 e6 3a fd ff 48 8b 4c 24 50 4c 8b 5c 24 48 4c 8b 54 24 40 4c 8b 4c 24 28 e9 e5 H.L$P..:..H.L$PL.\$HL.T$@L.L$(..
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31720 8b 5c 24 48 4c 8b 54 24 40 4c 8b 4c 24 28 e9 51 e4 ff ff 4c 89 df 4c 89 44 24 38 4c 89 54 24 30 .\$HL.T$@L.L$(.Q...L..L.D$8L.T$0
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31780 58 e8 ff ff 4c 89 d7 4c 89 5c 24 30 4c 89 4c 24 28 e8 3a 3a fd ff 4c 8b 5c 24 30 4c 8b 4c 24 28 X...L..L.\$0L.L$(.::..L.\$0L.L$(
317a0 e9 54 e8 ff ff 4c 89 df 4c 89 4c 24 28 e8 1e 3a fd ff 4c 8b 4c 24 28 e9 97 e8 ff ff 48 89 f7 4c .T...L..L.L$(..:..L.L$(.....H..L
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31820 48 4c 89 5c 24 40 4c 89 4c 24 28 e8 a0 39 fd ff 4c 8b 44 24 48 4c 8b 5c 24 40 4c 8b 4c 24 28 e9 HL.\$@L.L$(..9..L.D$HL.\$@L.L$(.
31840 5d e3 ff ff 4c 89 e7 4c 89 5c 24 18 4c 89 54 24 10 4c 89 0c 24 e8 76 39 fd ff 4c 8b 0c 24 4c 8b ]...L..L.\$.L.T$.L..$.v9..L..$L.
31860 54 24 10 31 c0 4c 8b 5c 24 18 ba 02 00 00 00 e9 c3 df ff ff 4c 89 4c 24 28 31 c9 41 bd 0e 5e 00 T$.1.L.\$...........L.L$(1.A..^.
31880 00 bb 93 10 00 00 e9 b7 d0 ff ff 4c 89 4c 24 28 31 c9 45 31 d2 45 31 ff 41 bd 0b 5e 00 00 bb 93 ...........L.L$(1.E1.E1.A..^....
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318c0 e9 7d d0 ff ff 4c 89 4c 24 28 41 bd ab 5e 00 00 bb 9c 10 00 00 e9 fb d5 ff ff 4c 89 4c 24 28 31 .}...L.L$(A..^............L.L$(1
318e0 c9 41 bd a9 5e 00 00 bb 9c 10 00 00 e9 e4 d5 ff ff 4c 89 4c 24 28 41 bd 9a 5d 00 00 31 c9 45 31 .A..^............L.L$(A..]..1.E1
31900 db 48 c7 44 24 18 00 00 00 00 bb 8c 10 00 00 45 31 d2 45 31 ff 48 c7 44 24 10 00 00 00 00 48 c7 .H.D$..........E1.E1.H.D$.....H.
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31960 e4 b6 07 00 31 d2 e8 75 1c fe ff 4c 8b 4c 24 28 48 85 c0 49 89 c7 0f 84 04 06 00 00 48 89 c7 e8 ....1..u...L.L$(H..I........H...
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319a0 24 28 41 bd f7 5d 00 00 bb 90 10 00 00 31 c9 45 31 db 45 31 ff e9 88 cf ff ff 4c 89 4c 24 28 41 $(A..].......1.E1.E1......L.L$(A
319c0 bd 39 5e 00 00 31 c9 45 31 ff bb 93 10 00 00 e9 ec d4 ff ff 48 8b 59 18 48 85 db 0f 84 6f e4 ff .9^..1.E1...........H.Y.H....o..
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31a00 ea 01 48 89 11 0f 84 3a 07 00 00 48 89 c1 ba 02 00 00 00 31 c0 e9 36 e4 ff ff 4c 89 4c 24 28 45 ..H....:...H.......1..6...L.L$(E
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31a60 db bb 9c 10 00 00 e9 3c d4 ff ff 4c 89 4c 24 28 41 bd f9 5e 00 00 bb 9e 10 00 00 45 31 db e9 bf .......<...L.L$(A..^.......E1...
31a80 ce ff ff 48 89 cf 4c 89 4c 24 28 e8 40 37 fd ff 4c 8b 4c 24 28 e9 2c e6 ff ff 48 8b 7c 24 08 e8 ...H..L.L$(.@7..L.L$(.,...H.|$..
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31ac0 00 bb 9e 10 00 00 e9 77 ce ff ff 4c 89 4c 24 28 41 bd e7 5d 00 00 31 c9 45 31 db bb 8f 10 00 00 .......w...L.L$(A..]..1.E1......
31ae0 45 31 ff e9 5a ce ff ff 4c 89 d7 4c 89 44 24 38 4c 89 4c 24 28 e8 d6 36 fd ff 4c 8b 44 24 38 4c E1..Z...L..L.D$8L.L$(..6..L.D$8L
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31b60 00 00 49 83 ff 01 4c 89 fa 4c 89 54 24 30 bb 8c 10 00 00 48 8d 05 36 9d 02 00 48 8d 0d ad 98 02 ..I...L..L.T$0.....H..6...H.....
31b80 00 41 bd c6 5d 00 00 48 0f 45 c8 48 8b 05 96 93 07 00 48 8d 35 77 7e 02 00 45 31 ff 48 8b 38 31 .A..]..H.E.H......H.5w~..E1.H.81
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31bc0 4c 89 4c 24 28 4c 8b 4c 24 10 48 c7 04 24 00 00 00 00 48 c7 44 24 10 00 00 00 00 e9 c7 d2 ff ff L.L$(L.L$.H..$....H.D$..........
31be0 4c 89 4c 24 28 4c 8b 5c 24 18 41 bd be 5d 00 00 bb 8c 10 00 00 4c 8b 4c 24 10 48 c7 44 24 18 00 L.L$(L.\$.A..].......L.L$.H.D$..
31c00 00 00 00 45 31 c0 45 31 ff 48 c7 44 24 10 00 00 00 00 48 c7 04 24 00 00 00 00 e9 88 d2 ff ff 4c ...E1.E1.H.D$.....H..$.........L
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31c60 c9 45 31 ff 41 bd 2f 5e 00 00 bb 93 10 00 00 e9 4c d2 ff ff 4c 89 4c 24 28 31 c9 45 31 ff 41 bd .E1.A./^........L...L.L$(1.E1.A.
31c80 2b 5e 00 00 bb 93 10 00 00 e9 47 d2 ff ff 4c 89 4c 24 28 31 c9 41 bd 13 5e 00 00 bb 93 10 00 00 +^........G...L.L$(1.A..^.......
31ca0 e9 30 d2 ff ff 4c 89 4c 24 28 45 31 c0 4d 89 f9 bb 93 10 00 00 45 31 ff 41 bd 15 5e 00 00 e9 e4 .0...L.L$(E1.M.......E1.A..^....
31cc0 d1 ff ff 4d 8b 7a 18 4d 85 ff 0f 84 36 de ff ff 41 8b 17 49 8b 42 10 83 c2 01 74 03 41 89 17 8b ...M.z.M....6...A..I.B....t.A...
31ce0 10 83 c2 01 74 02 89 10 49 8b 12 85 d2 78 0d 48 83 ea 01 49 89 12 0f 84 26 02 00 00 49 89 c2 ba ....t...I....x.H...I....&...I...
31d00 03 00 00 00 31 c0 e9 fb dd ff ff 4d 89 e2 b8 08 00 00 00 ba 01 00 00 00 e9 1a db ff ff 4c 89 4c ....1......M.................L.L
31d20 24 28 31 c9 4d 89 f9 45 31 c0 45 31 ff 41 bd 10 5e 00 00 bb 93 10 00 00 e9 6a d1 ff ff 4c 89 c7 $(1.M..E1.E1.A..^........j...L..
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31d60 28 31 c9 41 bd dd 5e 00 00 bb 9c 10 00 00 e9 62 d1 ff ff 4c 89 c7 4c 89 4c 24 28 e8 50 34 fd ff (1.A..^........b...L..L.L$(.P4..
31d80 4c 8b 4c 24 28 e9 87 df ff ff 48 8b 7c 24 30 ba 02 00 00 00 4c 89 4c 24 28 48 8b 35 08 b0 07 00 L.L$(.....H.|$0.....L.L$(H.5....
31da0 e8 1b 24 fe ff 4c 8b 4c 24 28 85 c0 0f 88 ed 02 00 00 0f 84 79 02 00 00 48 8b 3d f1 af 07 00 e8 ..$..L.L$(..........y...H.=.....
31dc0 7c 0b ff ff 4c 8b 4c 24 28 48 85 c0 48 89 c1 0f 84 44 02 00 00 48 8b 35 c4 af 07 00 48 89 c7 4c |...L.L$(H..H....D...H.5....H..L
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31e00 fd 01 00 00 48 8b 01 85 c0 78 0d 48 83 e8 01 48 89 01 0f 84 0c 03 00 00 48 8b 35 69 b1 07 00 31 ....H....x.H...H........H.5i...1
31e20 d2 4c 89 c7 4c 89 4c 24 30 4c 89 44 24 28 e8 ad 17 fe ff 4c 8b 44 24 28 4c 8b 4c 24 30 48 85 c0 .L..L.L$0L.D$(.....L.D$(L.L$0H..
31e40 49 89 c2 0f 84 7d 01 00 00 49 8b 00 85 c0 78 0d 48 83 e8 01 49 89 00 0f 84 83 01 00 00 49 8b 02 I....}...I....x.H...I........I..
31e60 85 c0 0f 88 f0 de ff ff 48 83 e8 01 49 89 02 0f 85 e3 de ff ff 4c 89 d7 4c 89 4c 24 28 e8 4e 33 ........H...I........L..L.L$(.N3
31e80 fd ff 4c 8b 4c 24 28 e9 cc de ff ff 49 8b 5a 18 48 85 db 0f 84 d8 e0 ff ff 8b 13 49 8b 42 10 83 ..L.L$(.....I.Z.H..........I.B..
31ea0 c2 01 74 02 89 13 8b 10 83 c2 01 74 02 89 10 49 8b 12 85 d2 78 09 48 83 ea 01 49 89 12 74 2e 49 ..t........t...I....x.H...I..t.I
31ec0 89 c2 ba 03 00 00 00 31 c0 e9 a3 e0 ff ff 4c 89 5c 24 08 31 c9 45 31 db bb 9d 10 00 00 4c 89 4c .......1......L.\$.1.E1......L.L
31ee0 24 28 41 bd eb 5e 00 00 e9 55 ca ff ff 4c 89 d7 4c 89 44 24 38 48 89 44 24 30 4c 89 4c 24 28 e8 $(A..^...U...L..L.D$8H.D$0L.L$(.
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31f20 ff ff 4c 89 d7 48 89 4c 24 50 48 89 44 24 48 4c 89 5c 24 40 4c 89 4c 24 28 e8 92 32 fd ff 48 8b ..L..H.L$PH.D$HL.\$@L.L$(..2..H.
31f40 44 24 48 4c 8b 4c 24 28 ba 03 00 00 00 4c 8b 5c 24 40 48 8b 4c 24 50 49 89 c2 31 c0 e9 a5 db ff D$HL.L$(.....L.\$@H.L$PI..1.....
31f60 ff 48 89 cf 4c 89 54 24 18 4c 89 0c 24 e8 5e 32 fd ff 4c 8b 54 24 18 4c 8b 0c 24 e9 c3 fb ff ff .H..L.T$.L..$.^2..L.T$.L..$.....
31f80 4c 89 4c 24 28 31 c9 45 31 db 41 bd f3 5d 00 00 bb 90 10 00 00 e9 a8 c9 ff ff 4c 89 ff e8 2e 32 L.L$(1.E1.A..]............L....2
31fa0 fd ff e9 fb f9 ff ff 49 89 c2 e9 bf c4 ff ff 4c 89 4c 24 28 31 c9 41 bd 3b 5e 00 00 bb 93 10 00 .......I.......L.L$(1.A.;^......
31fc0 00 e9 fa ce ff ff 4c 89 4c 24 28 31 c9 45 31 db 41 bd 6c 5e 00 00 bb 96 10 00 00 e9 e0 ce ff ff ......L.L$(1.E1.A.l^............
31fe0 4c 89 c7 4c 89 54 24 30 4c 89 4c 24 28 e8 de 31 fd ff 4c 8b 54 24 30 4c 8b 4c 24 28 e9 5c fe ff L..L.T$0L.L$(..1..L.T$0L.L$(.\..
32000 ff 4c 89 4c 24 28 45 31 db 41 bd 61 5e 00 00 bb 96 10 00 00 e9 29 c9 ff ff 4c 89 4c 24 28 45 31 .L.L$(E1.A.a^........)...L.L$(E1
32020 db 41 bd 5f 5e 00 00 bb 96 10 00 00 e9 11 c9 ff ff 48 8b 35 58 af 07 00 48 8b 3d 09 b0 07 00 31 .A._^............H.5X...H.=....1
32040 d2 4c 89 4c 24 28 e8 95 15 fe ff 4c 8b 4c 24 28 48 85 c0 0f 84 97 00 00 00 48 89 c7 4c 89 4c 24 .L.L$(.....L.L$(H........H..L.L$
32060 30 48 89 44 24 28 e8 65 28 fe ff 4c 8b 44 24 28 4c 8b 4c 24 30 49 8b 00 85 c0 78 5a 48 83 e8 01 0H.D$(.e(..L.D$(L.L$0I....xZH...
32080 4c 89 4c 24 28 49 89 00 74 2f 41 bd 87 5e 00 00 bb 99 10 00 00 31 c9 45 31 db e9 a3 c8 ff ff 4c L.L$(I..t/A..^.......1.E1......L
320a0 89 4c 24 28 41 bd 55 5e 00 00 31 c9 45 31 db bb 95 10 00 00 e9 89 c8 ff ff 4c 89 c7 41 bd 87 5e .L$(A.U^..1.E1...........L..A..^
320c0 00 00 bb 99 10 00 00 e8 04 31 fd ff 31 c9 45 31 db e9 6c c8 ff ff 4c 89 4c 24 28 41 bd 87 5e 00 .........1..1.E1..l...L.L$(A..^.
320e0 00 31 c9 45 31 db bb 99 10 00 00 e9 52 c8 ff ff 4c 89 4c 24 28 31 c9 45 31 db 41 bd 83 5e 00 00 .1.E1.......R...L.L$(1.E1.A..^..
32100 bb 99 10 00 00 e9 38 c8 ff ff 4c 89 4c 24 28 41 bd 4a 5e 00 00 31 c9 45 31 db bb 94 10 00 00 e9 ......8...L.L$(A.J^..1.E1.......
32120 1e c8 ff ff 48 89 cf 4c 89 44 24 30 4c 89 4c 24 28 e8 9a 30 fd ff 4c 8b 44 24 30 4c 8b 4c 24 28 ....H..L.D$0L.L$(..0..L.D$0L.L$(
32140 e9 d3 fc ff ff 48 89 cf 48 89 44 24 38 4c 89 54 24 30 4c 89 4c 24 28 e8 74 30 fd ff 48 8b 44 24 .....H..H.D$8L.T$0L.L$(.t0..H.D$
32160 38 4c 8b 4c 24 28 ba 02 00 00 00 4c 8b 54 24 30 48 89 c1 31 c0 e9 d6 dc ff ff be 03 00 00 00 e8 8L.L$(.....L.T$0H..1............
32180 1c 1a fe ff 4c 8b 0c 24 4c 8b 54 24 28 48 8b 4c 24 40 e9 6d f3 ff ff 41 bf 02 00 00 00 e9 8d f9 ....L..$L.T$(H.L$@.m...A........
321a0 ff ff 4c 89 4c 24 28 45 31 db 45 31 d2 45 31 ff 48 c7 44 24 18 00 00 00 00 41 bd b4 5d 00 00 bb ..L.L$(E1.E1.E1.H.D$.....A..]...
321c0 8c 10 00 00 48 c7 44 24 10 00 00 00 00 48 c7 04 24 00 00 00 00 e9 e6 cc ff ff 49 89 c1 e9 a3 c1 ....H.D$.....H..$.........I.....
321e0 ff ff 4c 89 14 24 e9 44 d7 ff ff 4c 89 4c 24 28 41 bd c6 5d 00 00 31 c9 45 31 db 4c 8b 4c 24 10 ..L..$.D...L.L$(A..]..1.E1.L.L$.
32200 bb 8c 10 00 00 e9 f0 f9 ff ff 66 0f 1f 44 00 00 41 57 48 8d 05 c7 a3 07 00 41 56 66 48 0f 6e c8 ..........f..D..AWH......AVfH.n.
32220 41 55 41 54 55 48 89 d5 48 8d 90 b0 01 00 00 48 05 00 06 00 00 53 66 48 0f 6e c2 48 89 fb 66 0f AUATUH..H......H.....SfH.n.H..f.
32240 6c c1 48 83 ec 78 66 0f 6f 15 c2 ab 07 00 4c 8b 2d bb ab 07 00 48 89 44 24 60 48 8b 05 af 8a 07 l.H..xf.o.....L.-....H.D$`H.....
32260 00 48 c7 44 24 68 00 00 00 00 4c 8b 35 a7 ab 07 00 48 89 44 24 40 0f 29 44 24 50 0f 29 54 24 30 .H.D$h....L.5....H.D$@.)D$P.)T$0
32280 48 85 c9 0f 84 e7 05 00 00 49 89 cc 4c 8d 3c ee 48 83 fd 02 0f 84 e6 0a 00 00 0f 8f b0 00 00 00 H........I..L.<.H...............
322a0 48 85 ed 0f 84 6f 08 00 00 48 83 fd 01 0f 85 33 0b 00 00 4c 8b 2e 4c 8b 41 10 4c 89 6c 24 30 4d H....o...H.....3...L..L.A.L.l$0M
322c0 85 c0 0f 8e be 00 00 00 48 8b 15 11 a3 07 00 4c 89 fe 4c 89 e7 4c 89 44 24 08 e8 01 27 fe ff 4c ........H......L..L..L.D$...'..L
322e0 8b 44 24 08 48 85 c0 49 89 c6 0f 84 80 14 00 00 48 89 44 24 38 49 83 e8 01 4d 85 c0 0f 8e 0e 0b .D$.H..I........H.D$8I...M......
32300 00 00 4d 8b 4c 24 10 48 8b 0d d2 a8 07 00 4d 85 c9 0f 8e 1c 0d 00 00 31 c0 eb 12 0f 1f 44 00 00 ..M.L$.H......M........1.....D..
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32340 00 48 89 44 24 40 49 83 e8 01 eb 2c 0f 1f 40 00 48 83 fd 03 0f 85 d6 07 00 00 48 8b 46 10 4c 8b .H.D$@I....,..@.H.........H.F.L.
32360 76 08 4c 8b 2e 4c 8b 41 10 48 89 44 24 40 4c 89 74 24 38 4c 89 6c 24 30 4d 85 c0 0f 8f 3f 0e 00 v.L..L.A.H.D$@L.t$8L.l$0M....?..
32380 00 4c 8b 6c 24 30 4c 8b 74 24 38 4c 8b 7c 24 40 48 8b 05 89 ad 07 00 bf 0c 00 00 00 48 8b a8 28 .L.l$0L.t$8L.|$@H...........H..(
323a0 02 00 00 ff 90 68 01 00 00 45 31 c9 31 c9 31 d2 48 89 c6 41 b8 00 01 00 00 4c 89 ef ff d5 49 89 .....h...E1.1.1.H..A.....L....I.
323c0 c4 48 85 c0 0f 84 86 0c 00 00 8b 00 83 c0 01 74 04 41 89 04 24 49 8b 04 24 85 c0 78 0e 48 83 e8 .H.............t.A..$I..$..x.H..
323e0 01 49 89 04 24 0f 84 75 09 00 00 48 8b 05 2e ad 07 00 bf 0c 00 00 00 48 8b a8 28 02 00 00 ff 90 .I..$..u...H...........H..(.....
32400 68 01 00 00 45 31 c9 31 c9 31 d2 48 89 c6 41 b8 00 01 00 00 4c 89 f7 ff d5 48 89 c5 48 85 c0 0f h...E1.1.1.H..A.....L....H..H...
32420 84 2b 0d 00 00 8b 00 83 c0 01 74 03 89 45 00 48 8b 45 00 85 c0 78 0e 48 83 e8 01 48 89 45 00 0f .+........t..E.H.E...x.H...H.E..
32440 84 2b 09 00 00 8b 45 18 41 3b 44 24 18 0f 84 7d 04 00 00 4c 8b 2d 86 a4 07 00 48 8b 3d df 9a 07 .+....E.A;D$...}...L.-....H.=...
32460 00 49 8b 55 18 4c 89 ee e8 f3 30 fd ff 49 89 c2 48 85 c0 0f 84 5f 0f 00 00 8b 00 83 c0 01 74 03 .I.U.L....0..I..H...._........t.
32480 41 89 02 49 8b 42 08 4c 89 54 24 08 4c 89 d7 48 8b 35 1a a8 07 00 48 8b 80 90 00 00 00 48 85 c0 A..I.B.L.T$.L..H.5....H......H..
324a0 0f 84 6a 10 00 00 ff d0 4c 8b 54 24 08 49 89 c1 49 8b 02 4d 85 c9 0f 84 6c 10 00 00 85 c0 78 1b ..j.....L.T$.I..I..M....l.....x.
324c0 48 83 e8 01 49 89 02 75 12 4c 89 d7 4c 89 4c 24 08 e8 fa 2c fd ff 4c 8b 4c 24 08 48 8b 05 16 8a H...I..u.L..L.L$...,..L.L$.H....
324e0 07 00 49 39 41 08 0f 84 c4 10 00 00 4c 89 cf 48 8d 74 24 58 ba 02 00 00 00 4c 89 4c 24 08 48 c7 ..I9A.......L..H.t$X.....L.L$.H.
32500 44 24 50 00 00 00 00 48 89 6c 24 58 4c 89 64 24 60 e8 5a 32 fe ff 4c 8b 4c 24 08 49 89 c6 4d 89 D$P....H.l$XL.d$`.Z2..L.L$.I..M.
32520 cb 4d 85 f6 0f 84 66 10 00 00 49 8b 03 85 c0 78 11 48 83 e8 01 49 89 03 75 08 4c 89 df e8 8e 2c .M....f...I....x.H...I..u.L....,
32540 fd ff 41 8b 06 83 c0 01 74 03 41 89 06 48 8b 05 cc ab 07 00 4c 89 f7 ff 90 30 02 00 00 49 89 c5 ..A.....t.A..H......L....0...I..
32560 48 85 c0 0f 84 0f 11 00 00 8b 00 83 c0 01 74 04 41 89 45 00 49 8b 45 00 85 c0 78 12 48 83 e8 01 H.............t.A.E.I.E...x.H...
32580 49 89 45 00 75 08 4c 89 ef e8 42 2c fd ff 4c 8b 0d 4b a3 07 00 48 8b 3d a4 99 07 00 49 8b 51 18 I.E.u.L...B,..L..K...H.=....I.Q.
325a0 4c 89 ce 4c 89 4c 24 08 e8 b3 2f fd ff 4c 8b 4c 24 08 48 85 c0 49 89 c0 0f 84 aa 0c 00 00 8b 00 L..L.L$.../..L.L$.H..I..........
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325e0 00 00 48 85 c0 0f 84 c5 11 00 00 ff d0 4c 8b 44 24 08 49 89 c2 4d 85 d2 0f 84 9a 11 00 00 49 8b ..H..........L.D$.I..M........I.
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329e0 4c 89 44 24 18 4c 89 4c 24 10 48 c7 44 24 50 00 00 00 00 e8 78 2d fe ff 4c 8b 4c 24 10 4c 8b 44 L.D$.L.L$.H.D$P.....x-..L.L$.L.D
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32a60 07 00 0f 94 c2 08 c2 0f 85 43 01 00 00 48 3b 0d 04 85 07 00 0f 84 36 01 00 00 48 89 cf 48 89 4c .........C...H;.......6...H..H.L
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32b40 08 48 8b 05 f0 83 07 00 48 8d 15 db 8d 02 00 48 8d 35 aa 6a 02 00 55 4c 8d 0d 52 8d 02 00 48 8b .H......H......H.5.j..UL..R...H.
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32ba0 4c 8b 3d d1 83 07 00 e9 e4 f7 ff ff 0f 1f 40 00 44 0f b6 e8 48 8b 01 85 c0 78 0d 48 83 e8 01 48 L.=...........@.D...H....x.H...H
32bc0 89 01 0f 84 38 07 00 00 45 85 ed 0f 84 f7 0b 00 00 48 8b 8b e8 00 00 00 8b 01 83 c0 01 74 02 89 ....8...E........H...........t..
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32c20 c2 0f 84 b9 0c 00 00 48 83 ec 08 ff 35 47 83 07 00 4d 89 d9 4c 89 fa 48 8b 05 12 96 07 00 6a 00 .......H....5G...M..L..H......j.
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32cc0 c0 0f 88 01 07 00 00 48 83 e8 01 41 be 00 00 00 00 41 bd 00 00 00 00 49 89 02 0f 84 c8 07 00 00 .......H...A.....A.....I........
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32d00 0e 48 83 e8 01 48 89 45 00 0f 84 91 00 00 00 4d 85 ed 74 16 49 8b 45 00 85 c0 78 0e 48 83 e8 01 .H...H.E.......M..t.I.E...x.H...
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32d40 e8 01 49 89 06 0f 85 3f fe ff ff 4c 89 f7 e8 7d 24 fd ff e9 32 fe ff ff 0f 1f 84 00 00 00 00 00 ..I....?...L...}$...2...........
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32da0 48 89 ef e8 28 24 fd ff e9 62 ff ff ff 0f 1f 00 4c 89 ef e8 18 24 fd ff e9 6d ff ff ff 0f 1f 00 H...($...b......L....$...m......
32dc0 45 31 c0 4c 89 e7 4c 89 44 24 08 e8 00 24 fd ff 4c 8b 44 24 08 4d 89 c4 48 85 ed 0f 85 18 ff ff E1.L..L.D$...$..L.D$.M..H.......
32de0 ff e9 29 ff ff ff 48 85 ed 48 8d 0d 3f 86 02 00 48 8d 05 41 86 02 00 49 89 e8 48 0f 49 c8 49 c1 ..)...H..H..?...H..A...I..H.I.I.
32e00 f8 3f 49 f7 d0 41 83 e0 03 e9 2f fd ff ff 66 90 4c 8b 6c 24 30 e9 0b fd ff ff 66 0f 1f 44 00 00 .?I..A..../...f.L.l$0.....f..D..
32e20 45 31 f6 48 8d 41 28 4b 8b 74 f4 18 48 89 44 24 20 48 39 f1 0f 84 21 01 00 00 66 0f 1f 44 00 00 E1.H.A(K.t..H.D$.H9...!...f..D..
32e40 48 8b 05 89 81 07 00 48 39 41 08 0f 94 c2 48 39 46 08 0f 94 c0 84 d2 0f 84 0b 01 00 00 84 c0 0f H......H9A....H9F...............
32e60 84 03 01 00 00 48 8b 51 10 48 3b 56 10 0f 85 cd 00 00 00 48 8b 46 18 48 8b 79 18 48 39 c7 41 0f .....H.Q.H;V.......H.F.H.y.H9.A.
32e80 95 c3 48 83 f8 ff 0f 95 c0 41 84 c3 74 0a 48 83 ff ff 0f 85 a8 00 00 00 44 0f b6 69 20 44 0f b6 ..H......A..t.H.........D..i.D..
32ea0 5e 20 44 89 e8 44 89 df c0 e8 02 40 c0 ef 02 83 e0 07 83 e7 07 40 38 f8 0f 85 82 00 00 00 41 f6 ^.D..D.....@.........@8.......A.
32ec0 c5 20 0f 85 43 0a 00 00 48 8b 79 38 41 f6 c3 20 0f 85 20 0a 00 00 48 8b 76 38 44 0f b6 d8 41 83 ....C...H.y8A.........H.v8D...A.
32ee0 fb 01 0f 84 53 0c 00 00 41 83 fb 02 0f 84 66 0c 00 00 44 8b 1f 44 8b 2e 45 39 dd 75 43 4c 89 4c ....S...A.....f...D..D..E9.uCL.L
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32f20 ff 4c 8b 44 24 18 48 8b 4c 24 08 85 c0 4c 8b 4c 24 10 41 0f 94 c5 0f 84 ee 00 00 00 0f 1f 40 00 .L.D$.H.L$...L.L$.A...........@.
32f40 49 83 c6 01 4d 39 f1 0f 84 e6 00 00 00 4b 8b 74 f4 18 48 39 f1 0f 85 e5 fe ff ff 4b 8b 04 f7 e9 I...M9.......K.t..H9.......K....
32f60 d4 f3 ff ff 0f 1f 40 00 4c 8b 2d 09 80 07 00 4c 39 e9 75 04 84 c0 75 c8 4c 39 ee 75 04 84 d2 75 ......@.L.-....L9.u...u.L9.u...u
32f80 bf 48 89 cf ba 02 00 00 00 4c 89 4c 24 18 4c 89 44 24 10 48 89 4c 24 08 e8 83 22 fd ff 48 89 c7 .H.......L.L$.L.D$.H.L$..."..H..
32fa0 48 85 c0 0f 84 8a 00 00 00 48 3b 05 d0 7f 07 00 48 8b 4c 24 08 0f 94 c0 48 3b 3d 89 7f 07 00 4c H........H;.....H.L$....H;=....L
32fc0 8b 44 24 10 0f 94 c2 4c 8b 4c 24 18 08 c2 0f 85 6c 02 00 00 4c 39 ef 0f 84 63 02 00 00 4c 89 4c .D$....L.L$.....l...L9...c...L.L
32fe0 24 28 4c 89 44 24 18 48 89 4c 24 10 48 89 7c 24 08 e8 ea 25 fd ff 4c 8b 4c 24 28 4c 8b 44 24 18 $(L.D$.H.L$.H.|$...%..L.L$(L.D$.
33000 48 8b 4c 24 10 48 8b 7c 24 08 41 89 c5 48 8b 07 85 c0 78 0d 48 83 e8 01 48 89 07 0f 84 07 08 00 H.L$.H.|$.A..H....x.H...H.......
33020 00 45 85 ed 0f 84 16 ff ff ff 45 85 ed 0f 89 28 ff ff ff e8 e8 24 fd ff 48 85 c0 0f 84 7f 01 00 .E........E....(.....$..H.......
33040 00 be ac 3a 00 00 e9 24 fb ff ff 0f 1f 44 00 00 45 31 f6 45 31 ed 31 ed 45 31 c0 45 31 db bb 7c ...:...$.....D..E1.E1.1.E1.E1..|
33060 04 00 00 41 bf 09 3b 00 00 0f 1f 80 00 00 00 00 45 31 c9 4d 85 db 74 14 49 8b 03 85 c0 78 0d 48 ...A..;.........E1.M..t.I....x.H
33080 83 e8 01 49 89 03 0f 84 84 00 00 00 4d 85 c0 74 14 49 8b 00 85 c0 78 0d 48 83 e8 01 49 89 00 0f ...I........M..t.I....x.H...I...
330a0 84 93 00 00 00 4d 85 c9 74 10 49 8b 01 85 c0 78 09 48 83 e8 01 49 89 01 74 46 48 8d 0d 88 83 02 .....M..t.I....x.H...I..tFH.....
330c0 00 89 da 44 89 fe 48 8d 3d 23 77 02 00 e8 de 29 fe ff 4d 85 e4 0f 84 fd fc ff ff 49 8b 04 24 85 ...D..H.=#w....)..M........I..$.
330e0 c0 78 0e 48 83 e8 01 49 89 04 24 0f 84 cf fc ff ff 45 31 e4 e9 df fc ff ff 0f 1f 80 00 00 00 00 .x.H...I..$......E1.............
33100 4c 89 cf e8 c8 20 fd ff eb b0 66 0f 1f 44 00 00 4c 89 df 4c 89 4c 24 10 4c 89 44 24 08 e8 ae 20 L.........f..D..L..L.L$.L.D$....
33120 fd ff 4c 8b 4c 24 10 4c 8b 44 24 08 e9 5b ff ff ff 0f 1f 80 00 00 00 00 4c 89 c7 4c 89 4c 24 08 ..L.L$.L.D$..[..........L..L.L$.
33140 e8 8b 20 fd ff 4c 8b 4c 24 08 e9 56 ff ff ff 90 45 31 f6 45 31 ed 45 31 c0 45 31 db bb 7d 04 00 .....L.L$..V....E1.E1.E1.E1..}..
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33180 48 8b 15 09 96 07 00 4c 89 fe 4c 89 e7 4c 89 44 24 08 e8 49 18 fe ff 4c 8b 44 24 08 48 85 c0 49 H......L..L..L.D$..I...L.D$.H..I
331a0 89 c5 0f 84 0b 01 00 00 48 89 44 24 30 49 83 e8 01 e9 09 f1 ff ff 66 2e 0f 1f 84 00 00 00 00 00 ........H.D$0I........f.........
331c0 48 8d 4c 24 30 48 8d 54 24 50 49 89 e8 4c 89 fe 4c 8d 0d 53 87 02 00 4c 89 e7 e8 41 1c fe ff 85 H.L$0H.T$PI..L..L..S...L...A....
331e0 c0 0f 89 9a f1 ff ff be b1 3a 00 00 e9 7e f9 ff ff 0f 1f 80 00 00 00 00 4c 89 df 48 89 4c 24 10 .........:...~..........L..H.L$.
33200 e8 cb 1f fd ff 48 8b 4c 24 10 e9 42 f8 ff ff 90 4c 89 df 4c 89 5c 24 08 e8 c3 23 fd ff 4c 8b 5c .....H.L$..B....L..L.\$...#..L.\
33220 24 08 85 c0 0f 89 8b f5 ff ff bb 91 04 00 00 41 bf 3e 3c 00 00 45 31 c0 e9 33 fe ff ff 0f 1f 00 $..............A.><..E1..3......
33240 44 0f b6 e8 e9 c4 fd ff ff 0f 1f 80 00 00 00 00 4c 89 df 89 44 24 08 e8 74 1f fd ff 8b 44 24 08 D...............L...D$..t....D$.
33260 e9 64 f5 ff ff 0f 1f 00 48 89 44 24 08 4c 89 4c 24 10 e8 a9 22 fd ff 4c 8b 44 24 08 48 85 c0 0f .d......H.D$.L.L$..."..L.D$.H...
33280 85 d1 09 00 00 4c 8b 4c 24 10 4c 89 cf e8 8e f4 fe ff 4c 8b 44 24 08 48 85 c0 49 89 c3 0f 85 05 .....L.L$.L.......L.D$.H..I.....
332a0 0a 00 00 bb 91 04 00 00 41 bf 07 3c 00 00 e9 bd fd ff ff 4c 89 44 24 08 e8 63 22 fd ff 4c 8b 44 ........A..<.......L.D$..c"..L.D
332c0 24 08 48 85 c0 0f 84 fd ef ff ff be 9e 3a 00 00 e9 9a f8 ff ff 0f 1f 00 48 89 cf 4c 89 54 24 10 $.H..........:..........H..L.T$.
332e0 4c 89 5c 24 08 e8 e6 1e fd ff 4c 8b 54 24 10 4c 8b 5c 24 08 e9 c9 f7 ff ff 0f 1f 80 00 00 00 00 L.\$......L.T$.L.\$.............
33300 48 89 cf e8 c8 1e fd ff e9 bb f8 ff ff 0f 1f 00 4c 89 c7 4c 89 54 24 08 e8 b3 1e fd ff 4c 8b 54 H...............L..L.T$......L.T
33320 24 08 e9 eb f2 ff ff 66 0f 1f 84 00 00 00 00 00 0f 85 be f5 ff ff e8 e5 21 fd ff 48 85 c0 0f 84 $......f................!..H....
33340 b0 f5 ff ff 45 31 f6 45 31 ed bb 80 04 00 00 45 31 c0 41 bf 35 3b 00 00 45 31 db e9 10 fd ff ff ....E1.E1......E1.A.5;..E1......
33360 0f 85 a4 f5 ff ff f2 0f 11 44 24 10 e8 af 21 fd ff f2 0f 10 44 24 10 48 85 c0 0f 84 8a f5 ff ff .........D$...!.....D$.H........
33380 45 31 f6 45 31 ed bb 81 04 00 00 45 31 c0 41 bf 3f 3b 00 00 45 31 db e9 d4 fc ff ff 0f 1f 40 00 E1.E1......E1.A.?;..E1........@.
333a0 48 89 cf 4c 89 54 24 10 4c 89 5c 24 08 e8 1e 1e fd ff 4c 8b 54 24 10 4c 8b 5c 24 08 e9 e8 f2 ff H..L.T$.L.\$......L.T$.L.\$.....
333c0 ff 0f 1f 80 00 00 00 00 45 31 f6 45 31 ed e9 0d f9 ff ff 0f 1f 44 00 00 e8 43 21 fd ff 48 85 c0 ........E1.E1........D...C!..H..
333e0 0f 85 c4 07 00 00 4c 89 ef e8 32 f3 fe ff 49 89 c5 48 85 c0 0f 85 b6 08 00 00 45 31 f6 45 31 c0 ......L...2...I..H........E1.E1.
33400 45 31 db bb 8c 04 00 00 41 bf ca 3b 00 00 e9 5d fc ff ff 0f 1f 44 00 00 e8 03 21 fd ff 48 85 c0 E1......A..;...].....D....!..H..
33420 0f 85 cb 07 00 00 4c 89 ef e8 f2 f2 fe ff 49 89 c5 48 85 c0 0f 85 86 08 00 00 45 31 f6 45 31 c0 ......L.......I..H........E1.E1.
33440 45 31 db bb 83 04 00 00 41 bf 52 3b 00 00 e9 1d fc ff ff 0f 1f 44 00 00 4c 89 cf 4c 89 44 24 10 E1......A.R;.........D..L..L.D$.
33460 4c 89 54 24 08 e8 66 1d fd ff 4c 8b 44 24 10 4c 8b 54 24 08 e9 98 f2 ff ff 0f 1f 80 00 00 00 00 L.T$..f...L.D$.L.T$.............
33480 4c 89 c7 4c 89 5c 24 10 48 89 4c 24 08 e8 3e 1d fd ff 48 8b 4c 24 08 4c 8b 5c 24 10 e9 cf f2 ff L..L.\$.H.L$..>...H.L$.L.\$.....
334a0 ff 0f 1f 80 00 00 00 00 4c 89 d7 4c 89 44 24 08 e8 1b 1d fd ff 4c 8b 44 24 08 e9 21 f8 ff ff 90 ........L..L.D$......L.D$..!....
334c0 4c 89 df 4c 89 54 24 10 4c 89 44 24 08 e8 fe 1c fd ff 4c 8b 54 24 10 4c 8b 44 24 08 e9 db f7 ff L..L.T$.L.D$......L.T$.L.D$.....
334e0 ff 0f 1f 80 00 00 00 00 48 89 cf 4c 89 44 24 10 4c 89 5c 24 08 e8 d6 1c fd ff 4c 8b 54 24 18 4c ........H..L.D$.L.\$......L.T$.L
33500 8b 44 24 10 4c 8b 5c 24 08 e9 9a f7 ff ff 66 90 e8 eb 22 fd ff 4c 8b 54 24 08 49 89 c1 e9 8e ef .D$.L.\$......f..."..L.T$.I.....
33520 ff ff 66 0f 1f 44 00 00 45 31 f6 45 31 ed bb 8c 04 00 00 41 bf cc 3b 00 00 45 31 db e9 8d f5 ff ..f..D..E1.E1......A..;..E1.....
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342a0 01 00 00 00 31 c0 48 c7 84 24 80 00 00 00 00 00 00 00 48 39 4f 08 0f 84 2d 16 00 00 66 48 0f 6e ....1.H..$........H9O...-...fH.n
342c0 c0 66 49 0f 6e ed 4c 89 54 24 18 66 0f 6c c5 0f 29 84 24 a0 00 00 00 e8 94 14 fe ff 48 8b bc 24 .fI.n.L.T$.f.l..).$.........H..$
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34420 8b 55 18 48 89 ee e8 35 11 fd ff 49 89 c1 48 85 c0 0f 84 c5 10 00 00 8b 00 83 c0 01 74 03 41 89 .U.H...5...I..H.............t.A.
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344c0 00 83 c0 01 74 03 41 89 01 4c 89 4c 24 78 49 8b 41 08 48 8b 35 5f 80 07 00 4c 89 cf 48 8b 80 90 ....t.A..L.L$xI.A.H.5_...L..H...
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37420 48 89 ef e8 a8 dd fc ff e9 bb fb ff ff 0f 1f 00 e8 9b dd fc ff e9 7f fb ff ff 66 0f 1f 44 00 00 H.........................f..D..
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375c0 00 e8 9a c1 fd ff 48 83 bc 24 98 00 00 00 00 0f 84 e3 45 00 00 49 8b 07 85 c0 78 0d 48 83 e8 01 ......H..$........E..I....x.H...
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37620 48 89 84 24 e8 00 00 00 e8 43 e1 fd ff 4c 89 ef 48 89 84 24 a0 00 00 00 e8 23 c1 fd ff 48 8b bc H..$.....C...L..H..$.....#...H..
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37660 00 48 8b bc 24 90 00 00 00 48 c7 84 24 98 00 00 00 00 00 00 00 41 bb 7c 32 00 00 4d 85 f6 0f 84 .H..$....H..$........A.|2..M....
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376a0 48 8b bc 24 a8 00 00 00 48 c7 84 24 90 00 00 00 00 00 00 00 48 c7 84 24 a0 00 00 00 00 00 00 00 H..$....H..$........H..$........
376c0 e8 9b c0 fd ff 48 8b bc 24 b0 00 00 00 48 c7 84 24 a8 00 00 00 00 00 00 00 e8 82 c0 fd ff 48 8b .....H..$....H..$.............H.
376e0 bc 24 b8 00 00 00 48 c7 84 24 b0 00 00 00 00 00 00 00 e8 69 c0 fd ff 48 8b 35 32 57 07 00 ba 01 .$....H..$.........i...H.52W....
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377c0 c7 e8 ca be fd ff 48 8b bc 24 90 00 00 00 48 89 84 24 98 00 00 00 49 89 c7 48 85 c0 0f 84 c8 28 ......H..$....H..$....I..H.....(
377e0 00 00 48 8b 07 85 c0 78 0d 48 83 e8 01 48 89 07 0f 84 60 2d 00 00 48 8b 3d e3 50 07 00 48 c7 84 ..H....x.H...H....`-..H.=.P..H..
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37820 00 48 89 c7 e8 67 be fd ff 49 89 c2 48 85 c0 0f 84 3e 51 00 00 49 8b 07 85 c0 78 0d 48 83 e8 01 .H...g...I..H....>Q..I....x.H...
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37860 85 c0 49 89 c7 0f 84 f2 51 00 00 48 8b 35 c6 4c 07 00 48 89 c7 4c 89 54 24 10 e8 11 be fd ff 4c ..I.....Q..H.5.L..H..L.T$......L
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37940 02 0f 84 29 4c 00 00 48 8b 84 24 90 00 00 00 48 89 44 24 08 48 8b 7c 24 08 48 8b 35 80 4b 07 00 ...)L..H..$....H.D$.H.|$.H.5.K..
37960 e8 2b bd fd ff 48 8b bc 24 90 00 00 00 49 89 c7 48 85 c0 0f 84 36 5c 00 00 48 8b 07 85 c0 78 0d .+...H..$....I..H....6\..H....x.
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379a0 c0 48 c7 84 24 90 00 00 00 00 00 00 00 48 8d b4 24 e8 00 00 00 48 39 4f 08 0f 84 e1 5d 00 00 66 .H..$........H..$....H9O....]..f
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379e0 00 00 48 89 84 24 a0 00 00 00 e8 71 bd fd ff 48 c7 84 24 90 00 00 00 00 00 00 00 49 8b 07 85 c0 ..H..$.....q...H..$........I....
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37a20 84 f6 5c 00 00 48 8b bc 24 98 00 00 00 48 8b 07 85 c0 78 1a 48 83 e8 01 48 89 07 0f 84 20 4e 00 ..\..H..$....H....x.H...H.....N.
37a40 00 48 8b 84 24 a0 00 00 00 48 89 44 24 08 49 8b 7c 24 08 48 8b 35 46 45 07 00 48 c7 84 24 98 00 .H..$....H.D$.I.|$.H.5FE..H..$..
37a60 00 00 00 00 00 00 48 c7 84 24 a0 00 00 00 00 00 00 00 e8 b9 c0 fd ff 85 c0 0f 85 ed 44 00 00 48 ......H..$..................D..H
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37c60 00 0f 1f 80 00 00 00 00 4c 8d 0d e7 3c 02 00 4d 89 e0 4c 89 fe 4c 89 ef 48 8d 8c 24 c0 00 00 00 ........L...<..M..L..L..H..$....
37c80 48 8d 94 24 e0 00 00 00 e8 93 d1 fd ff 85 c0 0f 89 b9 f5 ff ff be a7 31 00 00 e9 e9 f6 ff ff 90 H..$...................1........
37ca0 e8 2b d5 fc ff e9 1b f2 ff ff 66 0f 1f 44 00 00 48 c7 44 24 20 00 00 00 00 ba a9 03 00 00 45 31 .+........f..D..H.D$..........E1
37cc0 c9 48 8b bc 24 90 00 00 00 48 c7 44 24 48 00 00 00 00 45 31 d2 31 db 41 bb 1f 32 00 00 48 c7 44 .H..$....H.D$H....E1.1.A..2..H.D
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37d00 44 24 58 00 00 00 00 48 c7 44 24 50 00 00 00 00 48 c7 44 24 18 00 00 00 00 48 c7 44 24 10 00 00 D$X....H.D$P....H.D$.....H.D$...
37d20 00 00 48 c7 44 24 28 00 00 00 00 48 c7 44 24 08 00 00 00 00 0f 1f 40 00 48 85 ff 74 14 48 8b 07 ..H.D$(....H.D$.......@.H..t.H..
37d40 85 c0 78 0d 48 83 e8 01 48 89 07 0f 84 1f 04 00 00 4d 85 ff 74 14 49 8b 07 85 c0 78 0d 48 83 e8 ..x.H...H........M..t.I....x.H..
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37d80 e8 01 48 89 07 0f 84 4d 04 00 00 48 8b bc 24 a0 00 00 00 48 85 ff 74 14 48 8b 07 85 c0 78 0d 48 ..H....M...H..$....H..t.H....x.H
37da0 83 e8 01 48 89 07 0f 84 64 04 00 00 4d 85 d2 74 14 49 8b 02 85 c0 78 0d 48 83 e8 01 49 89 02 0f ...H....d...M..t.I....x.H...I...
37dc0 84 5b 03 00 00 4d 85 c9 74 14 49 8b 01 85 c0 78 0d 48 83 e8 01 49 89 01 0f 84 72 03 00 00 48 8d .[...M..t.I....x.H...I....r...H.
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37e60 01 48 89 06 0f 84 46 02 00 00 4d 85 ed 74 16 49 8b 45 00 85 c0 78 0e 48 83 e8 01 49 89 45 00 0f .H....F...M..t.I.E...x.H...I.E..
37e80 84 3b 02 00 00 48 8b 54 24 18 48 85 d2 74 14 48 8b 02 85 c0 78 0d 48 83 e8 01 48 89 02 0f 84 2d .;...H.T$.H..t.H....x.H...H....-
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37ec0 88 00 00 00 48 85 ff 74 14 48 8b 07 85 c0 78 0d 48 83 e8 01 48 89 07 0f 84 13 02 00 00 48 8b 5c ....H..t.H....x.H...H........H.\
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37f00 48 85 db 74 14 48 8b 03 85 c0 78 0d 48 83 e8 01 48 89 03 0f 84 f7 01 00 00 48 8b 5c 24 30 48 85 H..t.H....x.H...H........H.\$0H.
37f20 db 74 14 48 8b 03 85 c0 78 0d 48 83 e8 01 48 89 03 0f 84 09 01 00 00 48 8b 4c 24 38 48 85 c9 74 .t.H....x.H...H........H.L$8H..t
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37fc0 24 80 00 00 00 48 85 ff 74 10 48 8b 07 85 c0 78 09 48 83 e8 01 48 89 07 74 36 4d 85 e4 0f 84 c0 $....H..t.H....x.H...H..t6M.....
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38000 e8 cb d1 fc ff e9 99 f3 ff ff 66 0f 1f 44 00 00 e8 bb d1 fc ff eb c3 66 0f 1f 84 00 00 00 00 00 ..........f..D.........f........
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38040 48 89 df e8 88 d1 fc ff e9 ea fe ff ff 0f 1f 00 48 89 cf e8 78 d1 fc ff e9 f8 fe ff ff 0f 1f 00 H...............H...x...........
38060 48 89 f7 e8 68 d1 fc ff e9 06 ff ff ff 0f 1f 00 48 89 d7 e8 58 d1 fc ff e9 14 ff ff ff 0f 1f 00 H...h...........H...X...........
38080 4c 89 f7 e8 48 d1 fc ff e9 83 fd ff ff 0f 1f 00 48 89 cf e8 38 d1 fc ff e9 91 fd ff ff 0f 1f 00 L...H...........H...8...........
380a0 48 89 cf e8 28 d1 fc ff e9 9f fd ff ff 0f 1f 00 48 89 f7 e8 18 d1 fc ff e9 ad fd ff ff 0f 1f 00 H...(...........H...............
380c0 4c 89 ef e8 08 d1 fc ff e9 b8 fd ff ff 0f 1f 00 48 89 d7 e8 f8 d0 fc ff e9 c6 fd ff ff 0f 1f 00 L...............H...............
380e0 48 89 df e8 e8 d0 fc ff e9 cf fd ff ff 0f 1f 00 e8 db d0 fc ff e9 e3 fd ff ff 66 0f 1f 44 00 00 H.........................f..D..
38100 48 89 df e8 c8 d0 fc ff e9 ee fd ff ff 0f 1f 00 48 89 df e8 b8 d0 fc ff e9 fc fd ff ff 0f 1f 00 H...............H...............
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38140 8b 5c 24 60 e9 7c fc ff ff 0f 1f 80 00 00 00 00 4c 89 cf 89 54 24 68 44 89 5c 24 60 e8 6f d0 fc .\$`.|..........L...T$hD.\$`.o..
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38180 5c 24 60 e8 48 d0 fc ff 8b 54 24 78 4c 8b 4c 24 70 4c 8b 54 24 68 44 8b 5c 24 60 e9 b1 fb ff ff \$`.H....T$xL.L$pL.T$hD.\$`.....
381a0 4c 89 ff 89 54 24 78 4c 89 4c 24 70 4c 89 54 24 68 44 89 5c 24 60 e8 15 d0 fc ff 8b 54 24 78 4c L...T$xL.L$pL.T$hD.\$`......T$xL
381c0 8b 4c 24 70 4c 8b 54 24 68 44 8b 5c 24 60 e9 97 fb ff ff 0f 1f 44 00 00 89 54 24 78 4c 89 4c 24 .L$pL.T$hD.\$`.......D...T$xL.L$
381e0 70 4c 89 54 24 68 44 89 5c 24 60 e8 e0 cf fc ff 8b 54 24 78 4c 8b 4c 24 70 4c 8b 54 24 68 44 8b pL.T$hD.\$`......T$xL.L$pL.T$hD.
38200 5c 24 60 e9 83 fb ff ff 0f 1f 84 00 00 00 00 00 89 54 24 78 4c 89 4c 24 70 4c 89 54 24 68 44 89 \$`..............T$xL.L$pL.T$hD.
38220 5c 24 60 e8 a8 cf fc ff 8b 54 24 78 4c 8b 4c 24 70 4c 8b 54 24 68 44 8b 5c 24 60 e9 6c fb ff ff \$`......T$xL.L$pL.T$hD.\$`.l...
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38260 89 c5 66 0f 1f 44 00 00 49 8b 74 ec 18 49 39 f5 0f 84 aa 01 00 00 48 8b 05 53 2d 07 00 49 39 45 ..f..D..I.t..I9.......H..S-..I9E
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382a0 3b 56 10 0f 85 f7 00 00 00 48 8b 46 18 49 8b 7d 18 48 39 c7 41 0f 95 c1 48 83 f8 ff 0f 95 c0 41 ;V.......H.F.I.}.H9.A...H......A
382c0 84 c1 74 0a 48 83 ff ff 0f 85 d2 00 00 00 45 0f b6 55 20 44 0f b6 4e 20 44 89 d0 44 89 cf c0 e8 ..t.H.........E..U.D..N.D..D....
382e0 02 40 c0 ef 02 83 e0 07 83 e7 07 40 38 f8 0f 85 ac 00 00 00 41 f6 c2 20 0f 85 9a 21 00 00 49 8b .@.........@8.......A......!..I.
38300 7d 38 41 f6 c1 20 0f 85 77 21 00 00 48 8b 76 38 44 0f b6 c8 41 83 f9 01 0f 84 2e 3a 00 00 41 83 }8A.....w!..H.v8D...A......:..A.
38320 f9 02 0f 84 37 3c 00 00 44 8b 0f 44 8b 16 45 39 ca 75 6d 48 83 fa 01 0f 84 e3 00 00 00 0f b6 c0 ....7<..D..D..E9.umH............
38340 48 0f af d0 e8 c7 d0 fc ff 85 c0 0f 94 c0 0f b6 c0 75 4d 4d 89 e5 4c 8b 74 24 10 4c 8b 64 24 08 H................uMM..L.t$.L.d$.
38360 49 89 e8 85 c0 0f 89 c5 00 00 00 e8 b0 d1 fc ff 48 85 c0 0f 84 ef f8 ff ff be a2 31 00 00 e9 05 I...............H..........1....
38380 f0 ff ff 0f 1f 44 00 00 49 39 dd 75 04 84 c0 75 0f 48 39 de 75 2a 84 d2 74 26 66 0f 1f 44 00 00 .....D..I9.u...u.H9.u*..t&f..D..
383a0 48 83 c5 01 49 39 ee 0f 85 bb fe ff ff 4d 89 e5 4c 8b 64 24 08 eb b4 66 0f 1f 84 00 00 00 00 00 H...I9.......M..L.d$...f........
383c0 4c 89 ef ba 02 00 00 00 e8 53 ce fc ff 48 89 c7 48 85 c0 74 d8 48 3b 05 a4 2b 07 00 0f 94 c0 48 L........S...H..H..t.H;..+.....H
383e0 3b 3d 62 2b 07 00 0f 94 c2 08 c2 75 09 48 39 df 0f 85 0a 18 00 00 0f b6 c0 48 8b 17 85 d2 78 0d ;=b+.......u.H9..........H....x.
38400 48 83 ea 01 48 89 17 0f 84 0b 19 00 00 85 c0 74 8f e9 3d ff ff ff 66 2e 0f 1f 84 00 00 00 00 00 H...H..........t..=...f.........
38420 4d 89 e5 4c 8b 74 24 10 4c 8b 64 24 08 49 89 e8 4b 8b 04 c7 e9 f7 ed ff ff 4d 85 e4 48 8d 05 f5 M..L.t$.L.d$.I..K........M..H...
38440 2f 02 00 48 8d 0d e5 2f 02 00 41 0f 9f c0 48 0f 4f c8 4c 8d 0d d5 2f 02 00 45 0f b6 c0 48 8d 05 /..H.../..A...H.O.L.../..E...H..
38460 4c 34 02 00 4c 0f 4f c8 4f 8d 44 40 01 e9 ea ee ff ff 66 0f 1f 44 00 00 e8 a3 d0 fc ff 48 85 c0 L4..L.O.O.D@......f..D.......H..
38480 0f 85 9d 3a 00 00 4c 89 ef e8 92 a2 fe ff 48 89 84 24 90 00 00 00 49 89 c6 48 85 c0 0f 85 db e9 ...:..L.......H..$....I..H......
384a0 ff ff 48 c7 44 24 20 00 00 00 00 45 31 c9 45 31 d2 31 db 48 c7 44 24 48 00 00 00 00 45 31 ed 41 ..H.D$.....E1.E1.1.H.D$H....E1.A
384c0 bb 13 32 00 00 ba a9 03 00 00 48 c7 44 24 40 00 00 00 00 48 c7 44 24 38 00 00 00 00 48 c7 44 24 ..2.......H.D$@....H.D$8....H.D$
384e0 30 00 00 00 00 48 c7 44 24 58 00 00 00 00 48 c7 44 24 50 00 00 00 00 48 c7 44 24 18 00 00 00 00 0....H.D$X....H.D$P....H.D$.....
38500 48 c7 44 24 10 00 00 00 00 48 c7 44 24 28 00 00 00 00 48 c7 44 24 08 00 00 00 00 e9 4a f8 ff ff H.D$.....H.D$(....H.D$......J...
38520 e8 db d2 fc ff 49 89 c7 e9 73 e9 ff ff 0f 1f 00 48 c7 44 24 20 00 00 00 00 45 31 c9 45 31 d2 31 .....I...s......H.D$.....E1.E1.1
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39680 c5 85 c0 0f 88 0e 83 00 00 48 8b 07 85 c0 78 0d 48 83 e8 01 48 89 07 0f 84 38 76 00 00 48 c7 84 .........H....x.H...H....8v..H..
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39f40 48 89 07 0f 84 fb 29 00 00 48 8b 84 24 a0 00 00 00 48 89 44 24 08 48 8b 35 d3 2e 07 00 48 8b 4c H.....)..H..$....H.D$.H.5....H.L
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3a160 00 00 00 00 ba a9 03 00 00 48 c7 44 24 38 00 00 00 00 48 c7 44 24 30 00 00 00 00 48 c7 44 24 58 .........H.D$8....H.D$0....H.D$X
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3a320 00 00 00 00 ba aa 03 00 00 48 c7 44 24 30 00 00 00 00 48 c7 44 24 58 00 00 00 00 48 c7 44 24 50 .........H.D$0....H.D$X....H.D$P
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3a400 00 00 00 00 45 31 d2 45 31 ff 48 8b bc 24 90 00 00 00 48 c7 44 24 40 00 00 00 00 45 31 ed 48 c7 ....E1.E1.H..$....H.D$@....E1.H.
3a420 44 24 38 00 00 00 00 48 c7 44 24 30 00 00 00 00 48 c7 44 24 58 00 00 00 00 48 c7 44 24 50 00 00 D$8....H.D$0....H.D$X....H.D$P..
3a440 00 00 48 c7 44 24 18 00 00 00 00 48 c7 44 24 10 00 00 00 00 48 c7 44 24 28 00 00 00 00 48 c7 44 ..H.D$.....H.D$.....H.D$(....H.D
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3a500 44 24 58 00 00 00 00 48 c7 44 24 50 00 00 00 00 48 c7 44 24 18 00 00 00 00 48 c7 44 24 10 00 00 D$X....H.D$P....H.D$.....H.D$...
3a520 00 00 48 c7 44 24 28 00 00 00 00 48 c7 44 24 08 00 00 00 00 e9 ff d7 ff ff 31 ff 41 bb 4e 32 00 ..H.D$(....H.D$..........1.A.N2.
3a540 00 e9 26 e1 ff ff 41 bb a0 32 00 00 ba ae 03 00 00 e9 9b e2 ff ff e8 75 ac fc ff e9 96 d2 ff ff ..&...A..2.............u........
3a560 e8 bb af fc ff 48 8d 0d c3 0e 02 00 41 b8 01 00 00 00 4c 8d 0d b5 0e 02 00 48 85 c0 0f 84 da cd .....H......A.....L......H......
3a580 ff ff be 8d 31 00 00 e9 fc cd ff ff 48 c7 44 24 20 00 00 00 00 48 8b 6c 24 60 45 31 c9 31 db 48 ....1.......H.D$.....H.l$`E1.1.H
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3a5e0 48 c7 44 24 50 00 00 00 00 48 c7 44 24 18 00 00 00 00 48 c7 44 24 10 00 00 00 00 48 c7 44 24 28 H.D$P....H.D$.....H.D$.....H.D$(
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3fd40 00 48 c7 44 24 50 00 00 00 00 48 c7 44 24 18 00 00 00 00 48 c7 44 24 28 00 00 00 00 e9 d7 7f ff .H.D$P....H.D$.....H.D$(........
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3ff40 38 00 00 00 00 48 c7 44 24 30 00 00 00 00 48 c7 44 24 58 00 00 00 00 48 c7 44 24 50 00 00 00 00 8....H.D$0....H.D$X....H.D$P....
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40000 c7 44 24 58 00 00 00 00 48 c7 44 24 50 00 00 00 00 48 c7 44 24 18 00 00 00 00 e9 19 7d ff ff 48 .D$X....H.D$P....H.D$.......}..H
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40060 00 00 00 00 48 c7 44 24 58 00 00 00 00 48 c7 44 24 50 00 00 00 00 48 c7 44 24 18 00 00 00 00 e9 ....H.D$X....H.D$P....H.D$......
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400c0 24 30 00 00 00 00 48 c7 44 24 58 00 00 00 00 48 c7 44 24 50 00 00 00 00 48 c7 44 24 18 00 00 00 $0....H.D$X....H.D$P....H.D$....
400e0 00 e9 84 7c ff ff 48 8b 47 18 48 89 84 24 98 00 00 00 48 85 c0 0f 84 fb a6 ff ff 8b 10 48 8b 7f ...|..H.G.H..$....H..........H..
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401a0 24 30 00 00 00 00 48 c7 44 24 58 00 00 00 00 48 c7 44 24 50 00 00 00 00 48 c7 44 24 18 00 00 00 $0....H.D$X....H.D$P....H.D$....
401c0 00 e9 72 7b ff ff 48 8b 8c 24 a0 00 00 00 31 c0 48 89 4c 24 68 e9 27 93 ff ff e8 f1 4f fc ff e9 ..r{..H..$....1.H.L$h.'.....O...
401e0 0f e1 ff ff 45 0f b6 ed e9 8c c2 ff ff e8 de 4f fc ff e9 a9 d1 ff ff e8 d4 4f fc ff e9 05 d2 ff ....E..........O.........O......
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40220 44 24 20 00 00 00 00 48 8b 6c 24 60 41 bb b9 34 00 00 ba c6 03 00 00 48 c7 44 24 48 00 00 00 00 D$.....H.l$`A..4.......H.D$H....
40240 48 8b bc 24 90 00 00 00 48 c7 44 24 40 00 00 00 00 48 c7 44 24 38 00 00 00 00 48 c7 44 24 30 00 H..$....H.D$@....H.D$8....H.D$0.
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40280 44 24 10 00 00 00 00 48 c7 44 24 28 00 00 00 00 e9 a3 7a ff ff 4c 8b 64 24 28 48 8b 6c 24 60 45 D$.....H.D$(......z..L.d$(H.l$`E
402a0 31 c9 45 31 d2 48 c7 44 24 20 00 00 00 00 ba c6 03 00 00 45 31 ff 31 db 48 c7 44 24 48 00 00 00 1.E1.H.D$..........E1.1.H.D$H...
402c0 00 41 bb b9 34 00 00 45 31 ed 48 8b bc 24 90 00 00 00 48 c7 44 24 40 00 00 00 00 48 c7 44 24 38 .A..4..E1.H..$....H.D$@....H.D$8
402e0 00 00 00 00 48 c7 44 24 30 00 00 00 00 48 c7 44 24 58 00 00 00 00 48 c7 44 24 50 00 00 00 00 48 ....H.D$0....H.D$X....H.D$P....H
40300 c7 44 24 18 00 00 00 00 48 c7 44 24 10 00 00 00 00 48 c7 44 24 28 00 00 00 00 e9 19 7a ff ff e8 .D$.....H.D$.....H.D$(......z...
40320 ac 4e fc ff 48 8b 84 24 a0 00 00 00 48 89 44 24 68 e9 65 df ff ff 4d 89 e8 e9 c7 de ff ff e8 8d .N..H..$....H.D$h.e...M.........
40340 4e fc ff bd 01 00 00 00 4c 8b 84 24 90 00 00 00 e9 b0 de ff ff 4c 8b 64 24 28 48 8b 6c 24 60 45 N.......L..$.........L.d$(H.l$`E
40360 31 d2 45 31 ff 48 c7 44 24 20 00 00 00 00 31 db 48 8b bc 24 90 00 00 00 45 31 ed 48 c7 44 24 48 1.E1.H.D$.....1.H..$....E1.H.D$H
40380 00 00 00 00 41 bb 3d 35 00 00 ba cc 03 00 00 48 c7 44 24 40 00 00 00 00 48 c7 44 24 38 00 00 00 ....A.=5.......H.D$@....H.D$8...
403a0 00 48 c7 44 24 30 00 00 00 00 48 c7 44 24 58 00 00 00 00 48 c7 44 24 50 00 00 00 00 48 c7 44 24 .H.D$0....H.D$X....H.D$P....H.D$
403c0 18 00 00 00 00 48 c7 44 24 28 00 00 00 00 e9 65 79 ff ff 4c 8b 64 24 28 48 8b 6c 24 60 45 31 d2 .....H.D$(.....ey..L.d$(H.l$`E1.
403e0 45 31 ff 48 c7 44 24 20 00 00 00 00 31 db 48 8b bc 24 90 00 00 00 45 31 ed 48 c7 44 24 48 00 00 E1.H.D$.....1.H..$....E1.H.D$H..
40400 00 00 41 bb 3a 35 00 00 ba cc 03 00 00 48 c7 44 24 40 00 00 00 00 48 c7 44 24 38 00 00 00 00 48 ..A.:5.......H.D$@....H.D$8....H
40420 c7 44 24 30 00 00 00 00 48 c7 44 24 58 00 00 00 00 48 c7 44 24 50 00 00 00 00 48 c7 44 24 18 00 .D$0....H.D$X....H.D$P....H.D$..
40440 00 00 00 48 c7 44 24 10 00 00 00 00 48 c7 44 24 28 00 00 00 00 e9 de 78 ff ff 4c 8b 64 24 28 48 ...H.D$.....H.D$(......x..L.d$(H
40460 8b 6c 24 60 45 31 c9 45 31 d2 48 c7 44 24 20 00 00 00 00 45 31 ff 48 8b bc 24 90 00 00 00 31 db .l$`E1.E1.H.D$.....E1.H..$....1.
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404a0 48 c7 44 24 38 00 00 00 00 48 c7 44 24 30 00 00 00 00 48 c7 44 24 58 00 00 00 00 48 c7 44 24 50 H.D$8....H.D$0....H.D$X....H.D$P
404c0 00 00 00 00 48 c7 44 24 18 00 00 00 00 48 c7 44 24 28 00 00 00 00 e9 5d 78 ff ff 48 c7 44 24 20 ....H.D$.....H.D$(.....]x..H.D$.
404e0 00 00 00 00 48 8b 6c 24 60 45 31 d2 31 db 48 c7 44 24 48 00 00 00 00 45 31 ff 48 8b bc 24 90 00 ....H.l$`E1.1.H.D$H....E1.H..$..
40500 00 00 45 31 ed 48 c7 44 24 40 00 00 00 00 41 bb 3a 37 00 00 ba ef 03 00 00 48 c7 44 24 38 00 00 ..E1.H.D$@....A.:7.......H.D$8..
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40540 24 18 00 00 00 00 e9 ed 77 ff ff 48 8b 6c 24 60 ba 0b 04 00 00 45 31 c9 45 31 d2 48 c7 44 24 20 $.......w..H.l$`.....E1.E1.H.D$.
40560 00 00 00 00 41 bb b8 39 00 00 45 31 ff e9 c6 77 ff ff 4c 89 d7 e8 56 4c fc ff e9 48 bc ff ff 48 ....A..9..E1...w..L...VL...H...H
40580 c7 44 24 20 00 00 00 00 45 31 c9 48 8b 6c 24 60 45 31 d2 48 c7 44 24 48 00 00 00 00 41 bb 96 36 .D$.....E1.H.l$`E1.H.D$H....A..6
405a0 00 00 ba e4 03 00 00 48 c7 44 24 40 00 00 00 00 48 c7 44 24 38 00 00 00 00 48 c7 44 24 30 00 00 .......H.D$@....H.D$8....H.D$0..
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40660 24 60 45 31 ff 41 bb 8c 36 00 00 48 c7 44 24 40 00 00 00 00 ba e4 03 00 00 48 c7 44 24 38 00 00 $`E1.A..6..H.D$@.........H.D$8..
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406c0 24 48 00 00 00 00 48 8b 6c 24 60 41 bb a8 36 00 00 ba e4 03 00 00 48 c7 44 24 40 00 00 00 00 48 $H....H.l$`A..6.......H.D$@....H
406e0 c7 44 24 38 00 00 00 00 48 c7 44 24 30 00 00 00 00 48 c7 44 24 58 00 00 00 00 48 c7 44 24 50 00 .D$8....H.D$0....H.D$X....H.D$P.
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40780 00 00 00 00 e9 af 75 ff ff 48 8d b4 24 e8 00 00 00 ba 01 00 00 00 45 31 e4 e9 82 ca ff ff 4c 8b ......u..H..$.........E1......L.
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407c0 00 00 31 db 48 c7 44 24 48 00 00 00 00 45 31 ed 41 bb 40 35 00 00 ba cc 03 00 00 48 c7 44 24 40 ..1.H.D$H....E1.A.@5.......H.D$@
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40860 00 00 00 00 48 c7 44 24 30 00 00 00 00 48 c7 44 24 58 00 00 00 00 e9 bd 74 ff ff 48 c7 44 24 20 ....H.D$0....H.D$X......t..H.D$.
40880 00 00 00 00 45 31 c9 45 31 d2 48 8b bc 24 90 00 00 00 48 c7 44 24 48 00 00 00 00 48 8b 6c 24 60 ....E1.E1.H..$....H.D$H....H.l$`
408a0 45 31 ff 41 bb 8e 36 00 00 48 c7 44 24 40 00 00 00 00 ba e4 03 00 00 48 c7 44 24 38 00 00 00 00 E1.A..6..H.D$@.........H.D$8....
408c0 48 c7 44 24 30 00 00 00 00 48 c7 44 24 58 00 00 00 00 e9 61 74 ff ff 89 54 24 18 e8 f0 48 fc ff H.D$0....H.D$X.....at...T$...H..
408e0 4c 8b 84 24 90 00 00 00 48 63 54 24 18 e9 13 a1 ff ff e8 d9 48 fc ff 48 8b 84 24 a0 00 00 00 48 L..$....HcT$........H..H..$....H
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40960 48 c7 44 24 38 00 00 00 00 48 c7 44 24 30 00 00 00 00 48 c7 44 24 58 00 00 00 00 48 c7 44 24 50 H.D$8....H.D$0....H.D$X....H.D$P
40980 00 00 00 00 48 c7 44 24 18 00 00 00 00 e9 d8 73 ff ff 48 c7 44 24 20 00 00 00 00 4c 8b 64 24 68 ....H.D$.......s..H.D$.....L.d$h
409a0 45 31 c9 31 db 48 c7 44 24 48 00 00 00 00 45 31 d2 48 8b bc 24 90 00 00 00 45 31 ff 48 c7 44 24 E1.1.H.D$H....E1.H..$....E1.H.D$
409c0 40 00 00 00 00 48 8b 6c 24 60 41 bb a6 37 00 00 ba f3 03 00 00 48 c7 44 24 38 00 00 00 00 48 c7 @....H.l$`A..7.......H.D$8....H.
409e0 44 24 30 00 00 00 00 48 c7 44 24 58 00 00 00 00 48 c7 44 24 50 00 00 00 00 48 c7 44 24 18 00 00 D$0....H.D$X....H.D$P....H.D$...
40a00 00 00 e9 31 73 ff ff 48 c7 44 24 20 00 00 00 00 4c 8b 64 24 68 45 31 c9 31 db 48 c7 44 24 48 00 ...1s..H.D$.....L.d$hE1.1.H.D$H.
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40a40 bb ab 37 00 00 ba f3 03 00 00 48 c7 44 24 38 00 00 00 00 48 c7 44 24 30 00 00 00 00 48 c7 44 24 ..7.......H.D$8....H.D$0....H.D$
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40ae0 30 00 00 00 00 48 c7 44 24 58 00 00 00 00 48 c7 44 24 50 00 00 00 00 48 c7 44 24 18 00 00 00 00 0....H.D$X....H.D$P....H.D$.....
40b00 e9 33 72 ff ff 48 c7 44 24 20 00 00 00 00 4c 8b 64 24 68 45 31 d2 45 31 ff 48 c7 44 24 48 00 00 .3r..H.D$.....L.d$hE1.E1.H.D$H..
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40b40 00 00 00 ba f3 03 00 00 48 c7 44 24 38 00 00 00 00 48 c7 44 24 30 00 00 00 00 48 c7 44 24 58 00 ........H.D$8....H.D$0....H.D$X.
40b60 00 00 00 48 c7 44 24 50 00 00 00 00 48 c7 44 24 18 00 00 00 00 e9 be 71 ff ff 4c 89 4c 24 18 e8 ...H.D$P....H.D$.......q..L.L$..
40b80 4c 46 fc ff 4c 8b 4c 24 18 e9 85 a0 ff ff 31 d2 31 ed 4d 89 e8 e9 6b 9e ff ff 48 c7 44 24 20 00 LF..L.L$......1.1.M...k...H.D$..
40ba0 00 00 00 48 8b 6c 24 60 45 31 c9 31 db 48 c7 44 24 48 00 00 00 00 45 31 d2 41 bb 84 37 00 00 ba ...H.l$`E1.1.H.D$H....E1.A..7...
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40be0 c7 44 24 58 00 00 00 00 48 c7 44 24 50 00 00 00 00 48 c7 44 24 18 00 00 00 00 e9 6b 71 ff ff 31 .D$X....H.D$P....H.D$......kq..1
40c00 d2 4d 89 e8 e9 fc 9d ff ff 48 c7 44 24 20 00 00 00 00 48 8b 6c 24 60 45 31 c9 31 db 48 c7 44 24 .M.......H.D$.....H.l$`E1.1.H.D$
40c20 48 00 00 00 00 45 31 d2 45 31 ff 41 bb 98 37 00 00 48 c7 44 24 40 00 00 00 00 ba f2 03 00 00 48 H....E1.E1.A..7..H.D$@.........H
40c40 c7 44 24 38 00 00 00 00 48 c7 44 24 30 00 00 00 00 48 c7 44 24 58 00 00 00 00 48 c7 44 24 50 00 .D$8....H.D$0....H.D$X....H.D$P.
40c60 00 00 00 48 c7 44 24 18 00 00 00 00 e9 c7 70 ff ff e8 5a 45 fc ff e9 e1 a2 ff ff 4c 89 cf e8 4d ...H.D$.......p...ZE.......L...M
40c80 45 fc ff e9 ab 9f ff ff 4d 89 e9 45 31 e4 e9 3c a0 ff ff 4c 89 cf e8 35 45 fc ff e9 ba a0 ff ff E.......M..E1..<...L...5E.......
40ca0 4c 89 ef 4c 89 4c 24 18 e8 23 45 fc ff 4c 8b 4c 24 18 e9 18 a0 ff ff 41 bc 01 00 00 00 e9 0d a0 L..L.L$..#E..L.L$......A........
40cc0 ff ff e8 09 45 fc ff e9 55 a1 ff ff 45 0f b6 ff e9 43 a3 ff ff e8 f6 44 fc ff e9 be 89 ff ff 48 ....E...U...E....C.....D.......H
40ce0 c7 44 24 20 00 00 00 00 48 8b 6c 24 60 45 31 c9 31 db 48 c7 44 24 48 00 00 00 00 45 31 ff 48 8b .D$.....H.l$`E1.1.H.D$H....E1.H.
40d00 bc 24 90 00 00 00 45 31 ed 48 c7 44 24 40 00 00 00 00 41 bb 25 34 00 00 ba bf 03 00 00 48 c7 44 .$....E1.H.D$@....A.%4.......H.D
40d20 24 38 00 00 00 00 48 c7 44 24 30 00 00 00 00 48 c7 44 24 58 00 00 00 00 48 c7 44 24 50 00 00 00 $8....H.D$0....H.D$X....H.D$P...
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40da0 c7 44 24 38 00 00 00 00 48 c7 44 24 30 00 00 00 00 48 c7 44 24 58 00 00 00 00 48 c7 44 24 50 00 .D$8....H.D$0....H.D$X....H.D$P.
40dc0 00 00 00 48 c7 44 24 18 00 00 00 00 48 c7 44 24 10 00 00 00 00 e9 5e 6f ff ff 4c 89 4c 24 10 e8 ...H.D$.....H.D$......^o..L.L$..
40de0 ec 43 fc ff 4c 8b 4c 24 10 e9 32 b4 ff ff 48 c7 44 24 20 00 00 00 00 48 8b 6c 24 60 45 31 d2 31 .C..L.L$..2...H.D$.....H.l$`E1.1
40e00 db 48 c7 44 24 48 00 00 00 00 45 31 ed 41 bb 2f 34 00 00 ba bf 03 00 00 48 c7 44 24 40 00 00 00 .H.D$H....E1.A./4.......H.D$@...
40e20 00 48 c7 44 24 38 00 00 00 00 48 c7 44 24 30 00 00 00 00 48 c7 44 24 58 00 00 00 00 48 c7 44 24 .H.D$8....H.D$0....H.D$X....H.D$
40e40 50 00 00 00 00 48 c7 44 24 18 00 00 00 00 48 c7 44 24 10 00 00 00 00 e9 0e 6f ff ff e8 6f 43 fc P....H.D$.....H.D$.......o...oC.
40e60 ff 4c 8b 54 24 10 e9 6c b4 ff ff 48 c7 44 24 20 00 00 00 00 48 8b 6c 24 60 45 31 d2 31 db 48 c7 .L.T$..l...H.D$.....H.l$`E1.1.H.
40e80 44 24 48 00 00 00 00 45 31 ff 45 31 ed 41 bb 2c 34 00 00 48 c7 44 24 40 00 00 00 00 ba bf 03 00 D$H....E1.E1.A.,4..H.D$@........
40ea0 00 48 c7 44 24 38 00 00 00 00 48 c7 44 24 30 00 00 00 00 48 c7 44 24 58 00 00 00 00 48 c7 44 24 .H.D$8....H.D$0....H.D$X....H.D$
40ec0 50 00 00 00 00 48 c7 44 24 18 00 00 00 00 48 c7 44 24 10 00 00 00 00 48 c7 44 24 28 00 00 00 00 P....H.D$.....H.D$.....H.D$(....
40ee0 e9 53 6e ff ff 48 c7 44 24 20 00 00 00 00 48 8b 6c 24 60 45 31 c9 31 db 48 c7 44 24 48 00 00 00 .Sn..H.D$.....H.l$`E1.1.H.D$H...
40f00 00 45 31 d2 45 31 ed 41 bb 2a 34 00 00 48 c7 44 24 40 00 00 00 00 ba bf 03 00 00 48 c7 44 24 38 .E1.E1.A.*4..H.D$@.........H.D$8
40f20 00 00 00 00 48 c7 44 24 30 00 00 00 00 48 c7 44 24 58 00 00 00 00 48 c7 44 24 50 00 00 00 00 48 ....H.D$0....H.D$X....H.D$P....H
40f40 c7 44 24 18 00 00 00 00 48 c7 44 24 10 00 00 00 00 e9 14 6e ff ff 4c 89 ef 4c 89 54 24 10 e8 6d .D$.....H.D$.......n..L..L.T$..m
40f60 42 fc ff 4c 8b 54 24 10 e9 95 b3 ff ff 4c 89 d7 e8 5b 42 fc ff e9 c3 b3 ff ff 48 8b 7c 24 28 e8 B..L.T$......L...[B.......H.|$(.
40f80 4c 42 fc ff e9 2e b4 ff ff e8 42 42 fc ff e9 56 b4 ff ff 4c 8b 64 24 28 48 8b 6c 24 60 45 31 c9 LB........BB...V...L.d$(H.l$`E1.
40fa0 45 31 d2 48 c7 44 24 20 00 00 00 00 45 31 ff 48 8b bc 24 90 00 00 00 31 db 48 c7 44 24 48 00 00 E1.H.D$.....E1.H..$....1.H.D$H..
40fc0 00 00 45 31 ed 41 bb da 34 00 00 ba c8 03 00 00 48 c7 44 24 40 00 00 00 00 48 c7 44 24 38 00 00 ..E1.A..4.......H.D$@....H.D$8..
40fe0 00 00 48 c7 44 24 30 00 00 00 00 48 c7 44 24 58 00 00 00 00 48 c7 44 24 50 00 00 00 00 48 c7 44 ..H.D$0....H.D$X....H.D$P....H.D
41000 24 18 00 00 00 00 48 c7 44 24 28 00 00 00 00 e9 24 6d ff ff e8 b7 41 fc ff e9 a1 df ff ff e8 ed $.....H.D$(.....$m....A.........
41020 44 fc ff e9 10 d3 ff ff e8 a3 41 fc ff e9 e2 e0 ff ff 48 c7 44 24 20 00 00 00 00 48 8b 6c 24 60 D.........A.......H.D$.....H.l$`
41040 45 31 c9 31 db 48 c7 44 24 48 00 00 00 00 45 31 d2 41 bb f8 36 00 00 ba e9 03 00 00 48 c7 44 24 E1.1.H.D$H....E1.A..6.......H.D$
41060 40 00 00 00 00 48 c7 44 24 38 00 00 00 00 48 c7 44 24 30 00 00 00 00 48 c7 44 24 58 00 00 00 00 @....H.D$8....H.D$0....H.D$X....
41080 48 c7 44 24 50 00 00 00 00 48 c7 44 24 18 00 00 00 00 e9 d3 6c ff ff 48 8b 6c 24 60 45 31 c9 45 H.D$P....H.D$.......l..H.l$`E1.E
410a0 31 d2 ba 08 04 00 00 41 bb 9f 39 00 00 e9 b8 6c ff ff 48 c7 44 24 20 00 00 00 00 48 8b 6c 24 60 1......A..9....l..H.D$.....H.l$`
410c0 45 31 c9 31 db 48 c7 44 24 48 00 00 00 00 45 31 d2 41 bb 5f 39 00 00 ba 03 04 00 00 48 c7 44 24 E1.1.H.D$H....E1.A._9.......H.D$
410e0 40 00 00 00 00 48 c7 44 24 38 00 00 00 00 48 c7 44 24 30 00 00 00 00 48 c7 44 24 58 00 00 00 00 @....H.D$8....H.D$0....H.D$X....
41100 48 c7 44 24 50 00 00 00 00 48 c7 44 24 18 00 00 00 00 e9 53 6c ff ff 4c 89 ef e8 b1 40 fc ff e9 H.D$P....H.D$......Sl..L....@...
41120 0d b4 ff ff 48 89 cf e8 a4 40 fc ff e9 21 b4 ff ff 4c 89 c7 e8 97 40 fc ff e9 3c ed ff ff 31 c0 ....H....@...!...L....@...<...1.
41140 ba 02 00 00 00 e9 7a be ff ff 4c 8b 64 24 28 48 8b 6c 24 60 45 31 c9 45 31 d2 48 c7 44 24 20 00 ......z...L.d$(H.l$`E1.E1.H.D$..
41160 00 00 00 45 31 ff 48 8b bc 24 90 00 00 00 31 db 48 c7 44 24 48 00 00 00 00 45 31 ed 41 bb 7b 35 ...E1.H..$....1.H.D$H....E1.A.{5
41180 00 00 ba ce 03 00 00 48 c7 44 24 40 00 00 00 00 48 c7 44 24 38 00 00 00 00 48 c7 44 24 30 00 00 .......H.D$@....H.D$8....H.D$0..
411a0 00 00 48 c7 44 24 58 00 00 00 00 48 c7 44 24 50 00 00 00 00 48 c7 44 24 18 00 00 00 00 48 c7 44 ..H.D$X....H.D$P....H.D$.....H.D
411c0 24 28 00 00 00 00 e9 6d 6b ff ff 4c 89 d7 e8 fd 3f fc ff e9 fb e9 ff ff 4c 8b 64 24 28 48 8b 6c $(.....mk..L....?.......L.d$(H.l
411e0 24 60 45 31 c9 45 31 d2 48 c7 44 24 20 00 00 00 00 45 31 ff 48 8b bc 24 90 00 00 00 31 db 48 c7 $`E1.E1.H.D$.....E1.H..$....1.H.
41200 44 24 48 00 00 00 00 45 31 ed 41 bb b5 34 00 00 ba c6 03 00 00 48 c7 44 24 40 00 00 00 00 48 c7 D$H....E1.A..4.......H.D$@....H.
41220 44 24 38 00 00 00 00 48 c7 44 24 30 00 00 00 00 48 c7 44 24 58 00 00 00 00 48 c7 44 24 50 00 00 D$8....H.D$0....H.D$X....H.D$P..
41240 00 00 48 c7 44 24 18 00 00 00 00 48 c7 44 24 28 00 00 00 00 e9 df 6a ff ff 48 c7 44 24 20 00 00 ..H.D$.....H.D$(......j..H.D$...
41260 00 00 48 8b 6c 24 60 45 31 c9 31 db 48 c7 44 24 48 00 00 00 00 45 31 d2 45 31 ff 41 bb 5b 39 00 ..H.l$`E1.1.H.D$H....E1.E1.A.[9.
41280 00 48 c7 44 24 40 00 00 00 00 ba 03 04 00 00 48 c7 44 24 38 00 00 00 00 48 c7 44 24 30 00 00 00 .H.D$@.........H.D$8....H.D$0...
412a0 00 48 c7 44 24 58 00 00 00 00 48 c7 44 24 50 00 00 00 00 48 c7 44 24 18 00 00 00 00 e9 77 6a ff .H.D$X....H.D$P....H.D$......wj.
412c0 ff 4c 8b 9c 24 98 00 00 00 41 8b 03 83 c0 01 74 0b 41 89 03 4c 8b 9c 24 98 00 00 00 4d 89 dd e9 .L..$....A.....t.A..L..$....M...
412e0 e6 b1 ff ff 4c 89 df e8 e4 3e fc ff e9 ed b1 ff ff e8 da 3e fc ff e9 0b b2 ff ff e8 d0 3e fc ff ....L....>.........>.........>..
41300 e9 9a 85 ff ff e8 c6 3e fc ff e9 12 85 ff ff 4c 89 d7 e8 b9 3e fc ff e9 71 b1 ff ff 4c 8b 64 24 .......>.......L....>...q...L.d$
41320 28 48 8b 6c 24 60 45 31 c9 45 31 d2 48 c7 44 24 20 00 00 00 00 45 31 ff 48 8b bc 24 90 00 00 00 (H.l$`E1.E1.H.D$.....E1.H..$....
41340 31 db 48 c7 44 24 48 00 00 00 00 45 31 ed 41 bb 79 35 00 00 ba ce 03 00 00 48 c7 44 24 40 00 00 1.H.D$H....E1.A.y5.......H.D$@..
41360 00 00 48 c7 44 24 38 00 00 00 00 48 c7 44 24 30 00 00 00 00 48 c7 44 24 58 00 00 00 00 48 c7 44 ..H.D$8....H.D$0....H.D$X....H.D
41380 24 50 00 00 00 00 48 c7 44 24 18 00 00 00 00 48 c7 44 24 28 00 00 00 00 e9 9b 69 ff ff 48 8b 35 $P....H.D$.....H.D$(......i..H.5
413a0 6c bb 06 00 48 8b 3d 9d bc 06 00 31 d2 e8 2e 22 fd ff 48 89 44 24 10 48 89 84 24 a0 00 00 00 48 l...H.=....1..."..H.D$.H..$....H
413c0 85 c0 0f 84 a2 14 00 00 48 8b 7c 24 10 e8 fe 34 fd ff 48 8b bc 24 a0 00 00 00 48 8b 07 85 c0 78 ........H.|$...4..H..$....H....x
413e0 0d 48 83 e8 01 48 89 07 0f 84 72 14 00 00 4c 8b 64 24 28 48 8b 6c 24 60 45 31 c9 45 31 d2 48 c7 .H...H....r...L.d$(H.l$`E1.E1.H.
41400 44 24 20 00 00 00 00 ba cd 03 00 00 45 31 ff 31 db 48 c7 84 24 a0 00 00 00 00 00 00 00 41 bb 67 D$..........E1.1.H..$........A.g
41420 35 00 00 45 31 ed 48 8b bc 24 90 00 00 00 48 c7 44 24 48 00 00 00 00 48 c7 44 24 40 00 00 00 00 5..E1.H..$....H.D$H....H.D$@....
41440 48 c7 44 24 38 00 00 00 00 48 c7 44 24 30 00 00 00 00 48 c7 44 24 58 00 00 00 00 48 c7 44 24 50 H.D$8....H.D$0....H.D$X....H.D$P
41460 00 00 00 00 48 c7 44 24 18 00 00 00 00 48 c7 44 24 10 00 00 00 00 48 c7 44 24 28 00 00 00 00 e9 ....H.D$.....H.D$.....H.D$(.....
41480 b4 68 ff ff 4c 8b 64 24 28 48 8b 6c 24 60 45 31 c9 45 31 d2 48 c7 44 24 20 00 00 00 00 ba cc 03 .h..L.d$(H.l$`E1.E1.H.D$........
414a0 00 00 45 31 ff 31 db 48 c7 44 24 48 00 00 00 00 41 bb 58 35 00 00 45 31 ed 48 8b bc 24 90 00 00 ..E1.1.H.D$H....A.X5..E1.H..$...
414c0 00 48 c7 44 24 40 00 00 00 00 48 c7 44 24 38 00 00 00 00 48 c7 44 24 30 00 00 00 00 48 c7 44 24 .H.D$@....H.D$8....H.D$0....H.D$
414e0 58 00 00 00 00 48 c7 44 24 50 00 00 00 00 48 c7 44 24 18 00 00 00 00 48 c7 44 24 10 00 00 00 00 X....H.D$P....H.D$.....H.D$.....
41500 48 c7 44 24 28 00 00 00 00 e9 2a 68 ff ff 4c 8b 64 24 28 48 8b 6c 24 60 45 31 c9 45 31 d2 48 c7 H.D$(.....*h..L.d$(H.l$`E1.E1.H.
41520 44 24 20 00 00 00 00 ba ce 03 00 00 45 31 ff 31 db 48 c7 44 24 48 00 00 00 00 41 bb 7d 35 00 00 D$..........E1.1.H.D$H....A.}5..
41540 45 31 ed 48 8b bc 24 90 00 00 00 48 c7 44 24 40 00 00 00 00 48 c7 44 24 38 00 00 00 00 48 c7 44 E1.H..$....H.D$@....H.D$8....H.D
41560 24 30 00 00 00 00 48 c7 44 24 58 00 00 00 00 48 c7 44 24 50 00 00 00 00 48 c7 44 24 18 00 00 00 $0....H.D$X....H.D$P....H.D$....
41580 00 48 c7 44 24 10 00 00 00 00 48 c7 44 24 28 00 00 00 00 e9 a0 67 ff ff 48 8b 6c 24 60 45 31 c9 .H.D$.....H.D$(......g..H.l$`E1.
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451e0 48 85 c0 49 89 c7 0f 85 84 08 00 00 ba 74 0f 00 00 be 0e 59 00 00 e9 b2 fa ff ff 44 0f b6 07 44 H..I.........t.....Y.......D...D
45200 0f b6 0e e9 75 f5 ff ff be dd 58 00 00 ba 6d 0f 00 00 e9 58 f1 ff ff e8 e4 05 fc ff 4c 8b 5c 24 ....u.....X...m....X........L.\$
45220 20 4c 8b 44 24 18 49 89 c7 e9 29 e9 ff ff ba 74 0f 00 00 be 10 59 00 00 e9 70 fa ff ff 45 31 d2 .L.D$.I...)....t.....Y...p...E1.
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45280 74 03 41 89 02 41 8b 01 83 c0 01 74 03 41 89 01 49 8b 07 85 c0 78 0d 48 83 e8 01 49 89 07 0f 84 t.A..A.....t.A..I....x.H...I....
452a0 09 06 00 00 66 49 0f 6e c2 66 49 0f 6e d4 4c 89 cf ba 03 00 00 00 66 0f 6c c2 48 8d 74 24 60 4c ....fI.n.fI.n.L.......f.l.H.t$`L
452c0 89 5c 24 28 4c 89 54 24 20 4c 89 4c 24 18 48 89 6c 24 70 0f 29 44 24 60 e8 93 04 fd ff 4c 8b 54 .\$(L.T$.L.L$.H.l$p.)D$`.....L.T
452e0 24 20 4c 8b 4c 24 18 49 89 c0 4c 8b 5c 24 28 49 8b 02 85 c0 0f 88 c0 e8 ff ff 48 83 e8 01 49 89 $.L.L$.I..L.\$(I..........H...I.
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45340 89 e7 e8 89 fe fb ff e9 60 eb ff ff 4d 8b 4b 18 4d 85 c9 0f 84 95 e8 ff ff 41 8b 01 4d 8b 7b 10 ........`...M.K.M........A..M.{.
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453c0 4c 8b 44 24 18 49 89 c2 49 8b 01 85 c0 0f 88 5a e8 ff ff 48 83 e8 01 49 89 01 0f 85 4d e8 ff ff L.D$.I..I......Z...H...I....M...
453e0 4c 89 cf 4c 89 44 24 20 4c 89 54 24 18 e8 de fd fb ff 4c 8b 44 24 20 4c 8b 54 24 18 e9 2c e8 ff L..L.D$.L.T$......L.D$.L.T$..,..
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485e0 c4 48 8b 07 85 c0 78 0d 48 83 e8 01 48 89 07 0f 84 a1 08 00 00 45 85 e4 0f 84 42 ff ff ff 45 85 .H....x.H...H........E....B...E.
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486c0 84 e3 0a 00 00 ff d0 49 89 c1 4d 85 c9 0f 84 1b 0a 00 00 31 c9 31 d2 31 f6 4c 89 cf 4c 89 0c 24 .......I..M........1.1.1.L..L..$
486e0 e8 9b b8 fc ff 4c 8b 0c 24 48 85 c0 49 89 c3 0f 84 0c 03 00 00 49 8b 01 85 c0 78 0d 48 83 e8 01 .....L..$H..I........I....x.H...
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487e0 b3 08 00 00 4c 89 da 4c 89 ce 48 89 df 4c 89 5c 24 08 4c 89 0c 24 e8 e5 ad fc ff 4c 8b 0c 24 4c ....L..L..H..L.\$.L..$.....L..$L
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48860 c0 0f 84 48 0b 00 00 4c 39 68 08 0f 85 51 0b 00 00 4c 8b 68 18 4d 85 ed 0f 84 17 0c 00 00 4c 8b ...H...L9h...Q...L.h.M........L.
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488a0 88 9c 09 00 00 48 83 e8 01 48 8d 74 24 30 ba 02 00 00 00 48 89 07 0f 84 ab 09 00 00 66 49 0f 6e .....H...H.t$0.....H........fI.n
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48940 89 07 0f 84 45 09 00 00 49 89 ef 4c 89 e3 66 90 48 8b 03 85 c0 0f 88 57 f4 ff ff 48 83 e8 01 48 ....E...I..L..f.H......W...H...H
48960 89 03 0f 85 4a f4 ff ff 48 89 df e8 60 c8 fb ff e9 3d f4 ff ff 0f 1f 00 4c 89 df e8 50 c8 fb ff ....J...H...`....=......L...P...
48980 e9 95 f3 ff ff 0f 1f 00 48 89 ef e8 40 c8 fb ff e9 9b f3 ff ff 0f 1f 00 48 83 e8 01 49 89 01 0f ........H...@...........H...I...
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48ac0 e8 0b c7 fb ff e9 49 f5 ff ff 66 0f 1f 44 00 00 4c 89 cf e8 f8 c6 fb ff e9 ca f5 ff ff 0f 1f 00 ......I...f..D..L...............
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48b80 75 11 4c 89 ef e8 96 9b fd ff 48 85 c0 0f 85 64 09 00 00 31 db 45 31 ff 41 bd 6c 12 00 00 bd 1c u.L.......H....d...1.E1.A.l.....
48ba0 6b 00 00 e9 37 f4 ff ff 0f 1f 84 00 00 00 00 00 41 bd 70 12 00 00 bd 79 6b 00 00 4d 89 fb 45 31 k...7...........A.p....yk..M..E1
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48be0 ff 0f 1f 80 00 00 00 00 45 31 ff 41 bd 6c 12 00 00 bd 1e 6b 00 00 e9 78 f3 ff ff 0f 1f 44 00 00 ........E1.A.l.....k...x.....D..
48c00 e8 fb cb fb ff 49 89 c6 e9 36 f2 ff ff 0f 1f 00 49 8b 5e 18 48 85 db 0f 84 54 f2 ff ff 8b 03 4d .....I...6......I.^.H....T.....M
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48c40 49 89 06 0f 84 f4 03 00 00 66 49 0f 6e d4 66 48 0f 6e c3 4c 89 cf ba 02 00 00 00 66 0f 6c c2 48 I........fI.n.fH.n.L.......f.l.H
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48c80 0f 88 11 f2 ff ff 48 83 e8 01 48 89 03 0f 85 04 f2 ff ff 48 89 df 4c 89 4c 24 08 e8 30 c5 fb ff ......H...H........H..L.L$..0...
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48cc0 8e 6b 00 00 e9 b3 f2 ff ff 0f 1f 80 00 00 00 00 31 db 41 bd 6c 12 00 00 bd 33 6b 00 00 45 31 f6 .k..............1.A.l....3k..E1.
48ce0 45 31 e4 e9 af f2 ff ff 0f 1f 84 00 00 00 00 00 49 8b 5e 18 48 85 db 0f 84 00 ef ff ff 8b 03 4d E1..............I.^.H..........M
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48d20 49 89 06 0f 84 2b 03 00 00 66 49 0f 6e cc 66 48 0f 6e c3 4c 89 df ba 02 00 00 00 66 0f 6c c1 48 I....+...fI.n.fH.n.L.......f.l.H
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48d60 bf ee ff ff 48 83 e8 01 48 89 03 0f 85 b2 ee ff ff 48 89 df 4c 89 1c 24 e8 53 c4 fb ff 4c 8b 1c ....H...H........H..L..$.S...L..
48d80 24 e9 9d ee ff ff 66 2e 0f 1f 84 00 00 00 00 00 49 8b 01 85 c0 0f 88 9b f3 ff ff 48 83 e8 01 49 $.....f.........I..........H...I
48da0 89 01 0f 85 8e f3 ff ff 4c 89 cf e8 20 c4 fb ff e9 81 f3 ff ff 0f 1f 00 e8 43 ca fb ff 48 89 c3 ........L................C...H..
48dc0 e9 a2 ee ff ff 0f 1f 00 41 bd 6d 12 00 00 bd 41 6b 00 00 e9 07 f2 ff ff 0f 1f 84 00 00 00 00 00 ........A.m....Ak...............
48de0 41 bd 71 12 00 00 bd 9c 6b 00 00 e9 ef f1 ff ff e8 0b ca fb ff 48 89 c3 e9 de f0 ff ff 45 31 f6 A.q.....k............H.......E1.
48e00 45 31 e4 45 31 db bd 9e 6b 00 00 41 bd 71 12 00 00 e9 02 fc ff ff 31 db 41 bd 6d 12 00 00 bd 55 E1.E1...k..A.q........1.A.m....U
48e20 6b 00 00 e9 b5 fe ff ff 48 8b 35 99 41 06 00 48 8b 3d e2 41 06 00 31 d2 e8 a3 a7 fc ff 48 89 c3 k.......H.5.A..H.=.A..1......H..
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48e60 84 73 04 00 00 31 db 41 bd 72 12 00 00 bd af 6b 00 00 e9 68 f1 ff ff e8 84 c9 fb ff 49 89 c1 e9 .s...1.A.r.....k...h........I...
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48f00 c0 48 89 c7 74 57 48 3b 05 73 20 06 00 0f 94 c0 48 3b 3d 31 20 06 00 0f 94 c2 08 c2 0f 85 a3 02 .H..tWH;.s......H;=1............
48f20 00 00 48 3b 3d 4f 20 06 00 0f 84 96 02 00 00 4c 89 4c 24 10 48 89 7c 24 08 e8 a2 c6 fb ff 48 8b ..H;=O.........L.L$.H.|$......H.
48f40 7c 24 08 4c 8b 4c 24 10 89 c3 48 8b 07 85 c0 0f 89 7e 05 00 00 85 db 0f 89 b9 f1 ff ff 41 bd 75 |$.L.L$...H......~...........A.u
48f60 12 00 00 bd c3 6b 00 00 e9 06 f0 ff ff 48 89 df e8 5b c2 fb ff e9 d2 f2 ff ff 4c 89 cf 4c 89 1c .....k.......H...[........L..L..
48f80 24 e8 4a c2 fb ff 4c 8b 1c 24 e9 7a f7 ff ff 44 0f b6 17 44 0f b6 1e e9 66 f5 ff ff 4c 89 ef 4c $.J...L..$.z...D...D....f...L..L
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48fc0 41 bd 77 12 00 00 bd ce 6b 00 00 e9 0f f0 ff ff 4c 89 e7 e8 f8 c1 fb ff 4c 8b 5c 24 08 4c 8b 0c A.w.....k.......L.......L.\$.L..
48fe0 24 e9 be f7 ff ff 31 db 41 bd 7d 12 00 00 bd 58 6c 00 00 e9 e7 ef ff ff 48 89 df 48 89 74 24 08 $.....1.A.}....Xl.......H..H.t$.
49000 48 89 14 24 e8 c7 c1 fb ff 48 8b 14 24 48 8b 74 24 08 e9 81 f3 ff ff 45 31 f6 45 31 e4 45 31 db H..$.....H..$H.t$......E1.E1.E1.
49020 bd d0 6b 00 00 41 bd 77 12 00 00 e9 e8 f9 ff ff e8 cb c7 fb ff 49 89 c1 e9 34 f1 ff ff 4c 89 f7 ..k..A.w.............I...4...L..
49040 4c 89 4c 24 08 e8 86 c1 fb ff 4c 8b 4c 24 08 e9 f5 fb ff ff 4c 89 f7 4c 89 1c 24 e8 70 c1 fb ff L.L$......L.L$......L..L..$.p...
49060 4c 8b 1c 24 e9 c0 fc ff ff 41 bd 7d 12 00 00 bd 5a 6c 00 00 e9 fa ee ff ff e8 82 c7 fb ff 4c 8b L..$.....A.}....Zl............L.
49080 0c 24 48 89 c3 e9 fc f5 ff ff 44 0f b7 17 44 0f b7 1e e9 6b f4 ff ff 4c 89 f7 4c 89 5c 24 08 4c .$H.......D...D....k...L..L.\$.L
490a0 89 0c 24 e8 28 c1 fb ff 4c 8b 5c 24 08 4c 8b 0c 24 e9 2e f7 ff ff 48 89 df e8 12 c1 fb ff 4c 8b ..$.(...L.\$.L..$.....H.......L.
490c0 5c 24 08 4c 8b 0c 24 e9 58 f7 ff ff 4c 89 cf 4c 89 1c 24 e8 f8 c0 fb ff 4c 8b 1c 24 e9 57 f7 ff \$.L..$.X...L..L..$.....L..$.W..
490e0 ff 4c 89 df e8 e7 c0 fb ff e9 5e f7 ff ff 45 31 f6 45 31 e4 45 31 db bd 5d 6c 00 00 41 bd 7d 12 .L........^...E1.E1.E1..]l..A.}.
49100 00 00 e9 11 f9 ff ff 4d 8b 71 18 4d 85 f6 0f 84 92 f0 ff ff 41 8b 06 4d 8b 59 10 83 c0 01 74 03 .......M.q.M........A..M.Y....t.
49120 41 89 06 41 8b 03 83 c0 01 74 03 41 89 03 49 8b 01 85 c0 78 0d 48 83 e8 01 49 89 01 0f 84 65 03 A..A.....t.A..I....x.H...I....e.
49140 00 00 66 49 0f 6e e7 66 49 0f 6e c6 4c 89 df ba 03 00 00 00 66 0f 6c c4 48 8d 74 24 30 4c 89 5c ..fI.n.fI.n.L.......f.l.H.t$0L.\
49160 24 08 4c 89 64 24 40 0f 29 44 24 30 e8 ff c5 fc ff 4c 8b 5c 24 08 48 89 c3 49 8b 06 85 c0 0f 88 $.L.d$@.)D$0.....L.\$.H..I......
49180 57 f0 ff ff 48 83 e8 01 49 89 06 0f 85 4a f0 ff ff 4c 89 f7 4c 89 5c 24 08 e8 32 c0 fb ff 4c 8b W...H...I....J...L..L.\$..2...L.
491a0 5c 24 08 e9 33 f0 ff ff e8 53 c6 fb ff 49 89 c1 e9 15 f5 ff ff 41 bd 77 12 00 00 bd e5 6b 00 00 \$..3....S...I.......A.w.....k..
491c0 e9 18 fb ff ff 0f b6 d8 48 8b 07 85 c0 0f 88 43 ef ff ff 48 83 e8 01 48 89 07 0f 85 36 ef ff ff ........H......C...H...H....6...
491e0 4c 89 4c 24 08 e8 e6 bf fb ff 4c 8b 4c 24 08 e9 61 fd ff ff 49 89 d9 41 bd 77 12 00 00 bd e9 6b L.L$......L.L$..a...I..A.w.....k
49200 00 00 e9 6c ed ff ff 45 31 f6 45 31 e4 bd 62 6c 00 00 41 bd 7d 12 00 00 e9 fb f7 ff ff 48 89 df ...l...E1.E1..bl..A.}........H..
49220 4c 89 44 24 08 e8 a6 bf fb ff 4c 8b 44 24 08 e9 68 f0 ff ff 4c 89 df e8 94 bf fb ff e9 c6 f6 ff L.D$......L.D$..h...L...........
49240 ff 48 8d 74 24 30 ba 02 00 00 00 e9 6c f6 ff ff 48 89 ef e8 78 bf fb ff e9 c0 f6 ff ff be cb 6a .H.t$0......l...H...x..........j
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59660 6c 6f 67 6e 6f 72 6d 61 6c 00 00 00 00 00 00 00 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 6d 74 72 lognormal.......numpy.random.mtr
59680 61 6e 64 2e 52 61 6e 64 6f 6d 53 74 61 74 65 2e 6c 61 70 6c 61 63 65 00 6e 75 6d 70 79 2e 72 61 and.RandomState.laplace.numpy.ra
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59840 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 6d 74 72 61 6e 64 2e 52 61 6e 64 6f 6d 53 74 61 74 65 2e numpy.random.mtrand.RandomState.
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59880 61 6e 64 2e 52 61 6e 64 6f 6d 53 74 61 74 65 2e 5f 5f 73 74 72 5f 5f 00 6e 75 6d 70 79 2e 72 61 and.RandomState.__str__.numpy.ra
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5bd20 70 72 6f 76 69 64 65 64 20 61 6c 74 65 72 6e 61 74 69 76 65 2e 20 54 68 65 73 65 20 66 75 6e 63 provided.alternative..These.func
5bd40 74 69 6f 6e 20 61 72 65 20 69 6e 74 65 6e 64 65 64 20 74 6f 20 70 72 6f 76 69 64 65 0a 20 20 20 tion.are.intended.to.provide....
5bd60 20 61 20 63 6f 6e 74 69 6e 75 6f 75 73 20 70 61 74 68 20 77 68 65 72 65 20 61 20 73 69 6e 67 6c .a.continuous.path.where.a.singl
5bd80 65 20 75 6e 64 65 72 6c 79 69 6e 67 20 62 69 74 20 67 65 6e 65 72 61 74 6f 72 20 63 61 6e 20 62 e.underlying.bit.generator.can.b
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5bde0 69 6e 67 6c 65 74 6f 6e 0a 20 20 20 20 69 6e 73 74 61 6e 63 65 20 6f 66 20 52 61 6e 64 6f 6d 53 ingleton.....instance.of.RandomS
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5be20 0a 20 20 20 20 67 65 74 5f 62 69 74 5f 67 65 6e 65 72 61 74 6f 72 0a 20 20 20 20 6e 75 6d 70 79 .....get_bit_generator.....numpy
5be40 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 0a 20 20 20 20 00 00 00 00 00 00 00 00 00 00 .random.Generator...............
5be60 0a 20 20 20 20 52 65 74 75 72 6e 73 20 74 68 65 20 73 69 6e 67 6c 65 74 6f 6e 20 52 61 6e 64 6f .....Returns.the.singleton.Rando
5be80 6d 53 74 61 74 65 27 73 20 62 69 74 20 67 65 6e 65 72 61 74 6f 72 0a 0a 20 20 20 20 52 65 74 75 mState's.bit.generator......Retu
5bea0 72 6e 73 0a 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 42 69 74 47 65 6e 65 72 61 74 6f 72 rns.....-------.....BitGenerator
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5bee0 75 6e 64 65 72 6c 69 65 73 20 74 68 65 20 73 69 6e 67 6c 65 74 6f 6e 20 52 61 6e 64 6f 6d 53 74 underlies.the.singleton.RandomSt
5bf00 61 74 65 20 69 6e 73 74 61 6e 63 65 0a 0a 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 2d 2d 2d 2d ate.instance......Notes.....----
5bf20 2d 0a 20 20 20 20 54 68 65 20 73 69 6e 67 6c 65 74 6f 6e 20 52 61 6e 64 6f 6d 53 74 61 74 65 20 -.....The.singleton.RandomState.
5bf40 70 72 6f 76 69 64 65 73 20 74 68 65 20 72 61 6e 64 6f 6d 20 76 61 72 69 61 74 65 20 67 65 6e 65 provides.the.random.variate.gene
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5bfe0 20 64 65 66 61 75 6c 74 20 4d 54 31 39 39 33 37 20 62 69 74 20 67 65 6e 65 72 61 74 6f 72 20 77 .default.MT19937.bit.generator.w
5c000 69 74 68 20 61 0a 20 20 20 20 75 73 65 72 20 70 72 6f 76 69 64 65 64 20 61 6c 74 65 72 6e 61 74 ith.a.....user.provided.alternat
5c020 69 76 65 2e 20 54 68 65 73 65 20 66 75 6e 63 74 69 6f 6e 20 61 72 65 20 69 6e 74 65 6e 64 65 64 ive..These.function.are.intended
5c040 20 74 6f 20 70 72 6f 76 69 64 65 0a 20 20 20 20 61 20 63 6f 6e 74 69 6e 75 6f 75 73 20 70 61 74 .to.provide.....a.continuous.pat
5c060 68 20 77 68 65 72 65 20 61 20 73 69 6e 67 6c 65 20 75 6e 64 65 72 6c 79 69 6e 67 20 62 69 74 20 h.where.a.single.underlying.bit.
5c080 67 65 6e 65 72 61 74 6f 72 20 63 61 6e 20 62 65 0a 20 20 20 20 75 73 65 64 20 62 6f 74 68 20 77 generator.can.be.....used.both.w
5c0a0 69 74 68 20 61 6e 20 69 6e 73 74 61 6e 63 65 20 6f 66 20 60 60 47 65 6e 65 72 61 74 6f 72 60 60 ith.an.instance.of.``Generator``
5c0c0 20 61 6e 64 20 77 69 74 68 20 74 68 65 20 73 69 6e 67 6c 65 74 6f 6e 0a 20 20 20 20 69 6e 73 74 .and.with.the.singleton.....inst
5c0e0 61 6e 63 65 20 6f 66 20 52 61 6e 64 6f 6d 53 74 61 74 65 2e 0a 0a 20 20 20 20 53 65 65 20 41 6c ance.of.RandomState.......See.Al
5c100 73 6f 0a 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 73 65 74 5f 62 69 74 5f 67 65 6e 65 so.....--------.....set_bit_gene
5c120 72 61 74 6f 72 0a 20 20 20 20 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 rator.....numpy.random.Generator
5c140 0a 20 20 20 20 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
5c160 0a 20 20 20 20 73 65 65 64 28 73 65 65 64 3d 4e 6f 6e 65 29 0a 0a 20 20 20 20 52 65 73 65 65 64 .....seed(seed=None)......Reseed
5c180 20 74 68 65 20 73 69 6e 67 6c 65 74 6f 6e 20 52 61 6e 64 6f 6d 53 74 61 74 65 20 69 6e 73 74 61 .the.singleton.RandomState.insta
5c1a0 6e 63 65 2e 0a 0a 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 20 20 54 68 nce.......Notes.....-----.....Th
5c1c0 69 73 20 69 73 20 61 20 63 6f 6e 76 65 6e 69 65 6e 63 65 2c 20 6c 65 67 61 63 79 20 66 75 6e 63 is.is.a.convenience,.legacy.func
5c1e0 74 69 6f 6e 20 74 68 61 74 20 65 78 69 73 74 73 20 74 6f 20 73 75 70 70 6f 72 74 0a 20 20 20 20 tion.that.exists.to.support.....
5c200 6f 6c 64 65 72 20 63 6f 64 65 20 74 68 61 74 20 75 73 65 73 20 74 68 65 20 73 69 6e 67 6c 65 74 older.code.that.uses.the.singlet
5c220 6f 6e 20 52 61 6e 64 6f 6d 53 74 61 74 65 2e 20 42 65 73 74 20 70 72 61 63 74 69 63 65 0a 20 20 on.RandomState..Best.practice...
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5c280 68 65 20 72 61 6e 64 6f 6d 20 76 61 72 69 61 74 65 20 67 65 6e 65 72 61 74 69 6f 6e 20 6d 65 74 he.random.variate.generation.met
5c2a0 68 6f 64 73 20 65 78 70 6f 73 65 64 20 64 69 72 65 63 74 6c 79 20 69 6e 0a 20 20 20 20 74 68 65 hods.exposed.directly.in.....the
5c2c0 20 72 61 6e 64 6f 6d 20 6d 6f 64 75 6c 65 2e 0a 0a 20 20 20 20 53 65 65 20 41 6c 73 6f 0a 20 20 .random.module.......See.Also...
5c2e0 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 ..--------.....numpy.random.Gene
5c300 72 61 74 6f 72 0a 20 20 20 20 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 rator...........................
5c320 0a 20 20 20 20 20 20 20 20 70 65 72 6d 75 74 61 74 69 6f 6e 28 78 29 0a 0a 20 20 20 20 20 20 20 .........permutation(x).........
5c340 20 52 61 6e 64 6f 6d 6c 79 20 70 65 72 6d 75 74 65 20 61 20 73 65 71 75 65 6e 63 65 2c 20 6f 72 .Randomly.permute.a.sequence,.or
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5c3a0 20 61 72 72 61 79 2c 20 69 74 20 69 73 20 6f 6e 6c 79 20 73 68 75 66 66 6c 65 64 20 61 6c 6f 6e .array,.it.is.only.shuffled.alon
5c3c0 67 20 69 74 73 0a 20 20 20 20 20 20 20 20 66 69 72 73 74 20 69 6e 64 65 78 2e 0a 0a 20 20 20 20 g.its.........first.index.......
5c3e0 20 20 20 20 2e 2e 20 6e 6f 74 65 3a 3a 0a 20 20 20 20 20 20 20 20 20 20 20 20 4e 65 77 20 63 6f .......note::.............New.co
5c400 64 65 20 73 68 6f 75 6c 64 20 75 73 65 20 74 68 65 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 7e de.should.use.the.............`~
5c420 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 70 65 72 6d 75 74 61 74 69 numpy.random.Generator.permutati
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5c460 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 60 20 69 6e 73 74 61 6e 63 65 20 69 mpy.random.Generator`.instance.i
5c480 6e 73 74 65 61 64 3b 0a 20 20 20 20 20 20 20 20 20 20 20 20 70 6c 65 61 73 65 20 73 65 65 20 74 nstead;.............please.see.t
5c4a0 68 65 20 3a 72 65 66 3a 60 72 61 6e 64 6f 6d 2d 71 75 69 63 6b 2d 73 74 61 72 74 60 2e 0a 0a 20 he.:ref:`random-quick-start`....
5c4c0 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d .......Parameters.........------
5c4e0 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 78 20 3a 20 69 6e 74 20 6f 72 20 61 72 72 61 79 5f 6c 69 ----.........x.:.int.or.array_li
5c500 6b 65 0a 20 20 20 20 20 20 20 20 20 20 20 20 49 66 20 60 78 60 20 69 73 20 61 6e 20 69 6e 74 65 ke.............If.`x`.is.an.inte
5c520 67 65 72 2c 20 72 61 6e 64 6f 6d 6c 79 20 70 65 72 6d 75 74 65 20 60 60 6e 70 2e 61 72 61 6e 67 ger,.randomly.permute.``np.arang
5c540 65 28 78 29 60 60 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 49 66 20 60 78 60 20 69 73 20 61 6e e(x)``..............If.`x`.is.an
5c560 20 61 72 72 61 79 2c 20 6d 61 6b 65 20 61 20 63 6f 70 79 20 61 6e 64 20 73 68 75 66 66 6c 65 20 .array,.make.a.copy.and.shuffle.
5c580 74 68 65 20 65 6c 65 6d 65 6e 74 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 72 61 6e 64 6f 6d 6c the.elements.............randoml
5c5a0 79 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d y...........Returns.........----
5c5c0 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6f 75 74 20 3a 20 6e 64 61 72 72 61 79 0a 20 20 20 20 20 20 ---.........out.:.ndarray.......
5c5e0 20 20 20 20 20 20 50 65 72 6d 75 74 65 64 20 73 65 71 75 65 6e 63 65 20 6f 72 20 61 72 72 61 79 ......Permuted.sequence.or.array
5c600 20 72 61 6e 67 65 2e 0a 0a 20 20 20 20 20 20 20 20 53 65 65 20 41 6c 73 6f 0a 20 20 20 20 20 20 .range...........See.Also.......
5c620 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 ..--------.........random.Genera
5c640 74 6f 72 2e 70 65 72 6d 75 74 61 74 69 6f 6e 3a 20 77 68 69 63 68 20 73 68 6f 75 6c 64 20 62 65 tor.permutation:.which.should.be
5c660 20 75 73 65 64 20 66 6f 72 20 6e 65 77 20 63 6f 64 65 2e 0a 0a 20 20 20 20 20 20 20 20 45 78 61 .used.for.new.code...........Exa
5c680 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 3e mples.........--------.........>
5c6a0 3e 3e 20 6e 70 2e 72 61 6e 64 6f 6d 2e 70 65 72 6d 75 74 61 74 69 6f 6e 28 31 30 29 0a 20 20 20 >>.np.random.permutation(10)....
5c6c0 20 20 20 20 20 61 72 72 61 79 28 5b 31 2c 20 37 2c 20 34 2c 20 33 2c 20 30 2c 20 39 2c 20 32 2c .....array([1,.7,.4,.3,.0,.9,.2,
5c6e0 20 35 2c 20 38 2c 20 36 5d 29 20 23 20 72 61 6e 64 6f 6d 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e .5,.8,.6]).#.random..........>>>
5c700 20 6e 70 2e 72 61 6e 64 6f 6d 2e 70 65 72 6d 75 74 61 74 69 6f 6e 28 5b 31 2c 20 34 2c 20 39 2c .np.random.permutation([1,.4,.9,
5c720 20 31 32 2c 20 31 35 5d 29 0a 20 20 20 20 20 20 20 20 61 72 72 61 79 28 5b 31 35 2c 20 20 31 2c .12,.15]).........array([15,..1,
5c740 20 20 39 2c 20 20 34 2c 20 31 32 5d 29 20 23 20 72 61 6e 64 6f 6d 0a 0a 20 20 20 20 20 20 20 20 ..9,..4,.12]).#.random..........
5c760 3e 3e 3e 20 61 72 72 20 3d 20 6e 70 2e 61 72 61 6e 67 65 28 39 29 2e 72 65 73 68 61 70 65 28 28 >>>.arr.=.np.arange(9).reshape((
5c780 33 2c 20 33 29 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 6e 70 2e 72 61 6e 64 6f 6d 2e 70 65 72 3,.3)).........>>>.np.random.per
5c7a0 6d 75 74 61 74 69 6f 6e 28 61 72 72 29 0a 20 20 20 20 20 20 20 20 61 72 72 61 79 28 5b 5b 36 2c mutation(arr).........array([[6,
5c7c0 20 37 2c 20 38 5d 2c 20 23 20 72 61 6e 64 6f 6d 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 .7,.8],.#.random................
5c7e0 5b 30 2c 20 31 2c 20 32 5d 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 5b 33 2c 20 34 2c [0,.1,.2],................[3,.4,
5c800 20 35 5d 5d 29 0a 0a 20 20 20 20 20 20 20 20 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 .5]])...........................
5c820 0a 20 20 20 20 20 20 20 20 73 68 75 66 66 6c 65 28 78 29 0a 0a 20 20 20 20 20 20 20 20 4d 6f 64 .........shuffle(x)..........Mod
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5c900 62 75 74 0a 20 20 20 20 20 20 20 20 74 68 65 69 72 20 63 6f 6e 74 65 6e 74 73 20 72 65 6d 61 69 but.........their.contents.remai
5c920 6e 73 20 74 68 65 20 73 61 6d 65 2e 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6e 6f 74 65 3a 3a 0a ns.the.same..............note::.
5c940 20 20 20 20 20 20 20 20 20 20 20 20 4e 65 77 20 63 6f 64 65 20 73 68 6f 75 6c 64 20 75 73 65 20 ............New.code.should.use.
5c960 74 68 65 20 60 7e 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 73 68 75 the.`~numpy.random.Generator.shu
5c980 66 66 6c 65 60 0a 20 20 20 20 20 20 20 20 20 20 20 20 6d 65 74 68 6f 64 20 6f 66 20 61 20 60 7e ffle`.............method.of.a.`~
5c9a0 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 60 20 69 6e 73 74 61 6e 63 65 numpy.random.Generator`.instance
5c9c0 20 69 6e 73 74 65 61 64 3b 0a 20 20 20 20 20 20 20 20 20 20 20 20 70 6c 65 61 73 65 20 73 65 65 .instead;.............please.see
5c9e0 20 74 68 65 20 3a 72 65 66 3a 60 72 61 6e 64 6f 6d 2d 71 75 69 63 6b 2d 73 74 61 72 74 60 2e 0a .the.:ref:`random-quick-start`..
5ca00 0a 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d .........Parameters.........----
5ca20 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 78 20 3a 20 6e 64 61 72 72 61 79 20 6f 72 20 4d 75 ------.........x.:.ndarray.or.Mu
5ca40 74 61 62 6c 65 53 65 71 75 65 6e 63 65 0a 20 20 20 20 20 20 20 20 20 20 20 20 54 68 65 20 61 72 tableSequence.............The.ar
5ca60 72 61 79 2c 20 6c 69 73 74 20 6f 72 20 6d 75 74 61 62 6c 65 20 73 65 71 75 65 6e 63 65 20 74 6f ray,.list.or.mutable.sequence.to
5ca80 20 62 65 20 73 68 75 66 66 6c 65 64 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 .be.shuffled...........Returns..
5caa0 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 4e 6f 6e 65 0a 0a 20 20 20 .......-------.........None.....
5cac0 20 20 20 20 20 53 65 65 20 41 6c 73 6f 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 .....See.Also.........--------..
5cae0 20 20 20 20 20 20 20 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 73 68 75 66 66 6c 65 3a .......random.Generator.shuffle:
5cb00 20 77 68 69 63 68 20 73 68 6f 75 6c 64 20 62 65 20 75 73 65 64 20 66 6f 72 20 6e 65 77 20 63 6f .which.should.be.used.for.new.co
5cb20 64 65 2e 0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d de...........Examples.........--
5cb40 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 61 72 72 20 3d 20 6e 70 2e 61 72 61 6e ------.........>>>.arr.=.np.aran
5cb60 67 65 28 31 30 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 6e 70 2e 72 61 6e 64 6f 6d 2e 73 68 75 ge(10).........>>>.np.random.shu
5cb80 66 66 6c 65 28 61 72 72 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 61 72 72 0a 20 20 20 20 20 20 ffle(arr).........>>>.arr.......
5cba0 20 20 5b 31 20 37 20 35 20 32 20 39 20 34 20 33 20 36 20 30 20 38 5d 20 23 20 72 61 6e 64 6f 6d ..[1.7.5.2.9.4.3.6.0.8].#.random
5cbc0 0a 0a 20 20 20 20 20 20 20 20 4d 75 6c 74 69 2d 64 69 6d 65 6e 73 69 6f 6e 61 6c 20 61 72 72 61 ..........Multi-dimensional.arra
5cbe0 79 73 20 61 72 65 20 6f 6e 6c 79 20 73 68 75 66 66 6c 65 64 20 61 6c 6f 6e 67 20 74 68 65 20 66 ys.are.only.shuffled.along.the.f
5cc00 69 72 73 74 20 61 78 69 73 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 61 72 72 20 3d 20 6e 70 irst.axis:..........>>>.arr.=.np
5cc20 2e 61 72 61 6e 67 65 28 39 29 2e 72 65 73 68 61 70 65 28 28 33 2c 20 33 29 29 0a 20 20 20 20 20 .arange(9).reshape((3,.3))......
5cc40 20 20 20 3e 3e 3e 20 6e 70 2e 72 61 6e 64 6f 6d 2e 73 68 75 66 66 6c 65 28 61 72 72 29 0a 20 20 ...>>>.np.random.shuffle(arr)...
5cc60 20 20 20 20 20 20 3e 3e 3e 20 61 72 72 0a 20 20 20 20 20 20 20 20 61 72 72 61 79 28 5b 5b 33 2c ......>>>.arr.........array([[3,
5cc80 20 34 2c 20 35 5d 2c 20 23 20 72 61 6e 64 6f 6d 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 .4,.5],.#.random................
5cca0 5b 36 2c 20 37 2c 20 38 5d 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 5b 30 2c 20 31 2c [6,.7,.8],................[0,.1,
5ccc0 20 32 5d 5d 29 0a 0a 20 20 20 20 20 20 20 20 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 .2]])...........................
5cce0 0a 20 20 20 20 20 20 20 20 64 69 72 69 63 68 6c 65 74 28 61 6c 70 68 61 2c 20 73 69 7a 65 3d 4e .........dirichlet(alpha,.size=N
5cd00 6f 6e 65 29 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 one)..........Draw.samples.from.
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5cd40 20 20 20 20 20 44 72 61 77 20 60 73 69 7a 65 60 20 73 61 6d 70 6c 65 73 20 6f 66 20 64 69 6d 65 .....Draw.`size`.samples.of.dime
5cd60 6e 73 69 6f 6e 20 6b 20 66 72 6f 6d 20 61 20 44 69 72 69 63 68 6c 65 74 20 64 69 73 74 72 69 62 nsion.k.from.a.Dirichlet.distrib
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5cda0 69 62 75 74 65 64 20 72 61 6e 64 6f 6d 20 76 61 72 69 61 62 6c 65 20 63 61 6e 20 62 65 20 73 65 ibuted.random.variable.can.be.se
5cdc0 65 6e 20 61 73 20 61 20 6d 75 6c 74 69 76 61 72 69 61 74 65 0a 20 20 20 20 20 20 20 20 67 65 6e en.as.a.multivariate.........gen
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5ce00 6f 6e 2e 20 54 68 65 20 44 69 72 69 63 68 6c 65 74 20 64 69 73 74 72 69 62 75 74 69 6f 6e 0a 20 on..The.Dirichlet.distribution..
5ce20 20 20 20 20 20 20 20 69 73 20 61 20 63 6f 6e 6a 75 67 61 74 65 20 70 72 69 6f 72 20 6f 66 20 61 .......is.a.conjugate.prior.of.a
5ce40 20 6d 75 6c 74 69 6e 6f 6d 69 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 6e 20 42 61 79 .multinomial.distribution.in.Bay
5ce60 65 73 69 61 6e 0a 20 20 20 20 20 20 20 20 69 6e 66 65 72 65 6e 63 65 2e 0a 0a 20 20 20 20 20 20 esian.........inference.........
5ce80 20 20 2e 2e 20 6e 6f 74 65 3a 3a 0a 20 20 20 20 20 20 20 20 20 20 20 20 4e 65 77 20 63 6f 64 65 .....note::.............New.code
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5d440 0a 0a 20 20 20 20 20 20 20 20 54 68 65 20 6d 65 74 68 6f 64 20 75 73 65 73 20 74 68 65 20 66 6f ..........The.method.uses.the.fo
5d460 6c 6c 6f 77 69 6e 67 20 70 72 6f 70 65 72 74 79 20 66 6f 72 20 63 6f 6d 70 75 74 61 74 69 6f 6e llowing.property.for.computation
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5d540 65 64 0a 0a 20 20 20 20 20 20 20 20 52 65 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20 20 20 20 2d ed..........References.........-
5d560 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 31 5d 20 44 61 76 69 64 20 4d ---------............[1].David.M
5d580 63 4b 61 79 2c 20 22 49 6e 66 6f 72 6d 61 74 69 6f 6e 20 54 68 65 6f 72 79 2c 20 49 6e 66 65 72 cKay,."Information.Theory,.Infer
5d5a0 65 6e 63 65 20 61 6e 64 20 4c 65 61 72 6e 69 6e 67 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 ence.and.Learning...............
5d5c0 20 41 6c 67 6f 72 69 74 68 6d 73 2c 22 20 63 68 61 70 74 65 72 20 32 33 2c 0a 20 20 20 20 20 20 .Algorithms,".chapter.23,.......
5d5e0 20 20 20 20 20 20 20 20 20 68 74 74 70 3a 2f 2f 77 77 77 2e 69 6e 66 65 72 65 6e 63 65 2e 6f 72 .........http://www.inference.or
5d600 67 2e 75 6b 2f 6d 61 63 6b 61 79 2f 69 74 69 6c 61 2f 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 32 g.uk/mackay/itila/............[2
5d620 5d 20 57 69 6b 69 70 65 64 69 61 2c 20 22 44 69 72 69 63 68 6c 65 74 20 64 69 73 74 72 69 62 75 ].Wikipedia,."Dirichlet.distribu
5d640 74 69 6f 6e 22 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 68 74 74 70 73 3a 2f 2f 65 6e tion",................https://en
5d660 2e 77 69 6b 69 70 65 64 69 61 2e 6f 72 67 2f 77 69 6b 69 2f 44 69 72 69 63 68 6c 65 74 5f 64 69 .wikipedia.org/wiki/Dirichlet_di
5d680 73 74 72 69 62 75 74 69 6f 6e 0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 stribution..........Examples....
5d6a0 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 54 61 6b 69 6e 67 20 61 6e 20 .....--------.........Taking.an.
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5f220 6e 61 6c 29 0a 0a 20 20 20 20 20 20 20 20 54 68 69 73 20 67 65 6f 6d 65 74 72 69 63 61 6c 20 70 nal)..........This.geometrical.p
5f240 72 6f 70 65 72 74 79 20 63 61 6e 20 62 65 20 73 65 65 6e 20 69 6e 20 74 77 6f 20 64 69 6d 65 6e roperty.can.be.seen.in.two.dimen
5f260 73 69 6f 6e 73 20 62 79 20 70 6c 6f 74 74 69 6e 67 0a 20 20 20 20 20 20 20 20 67 65 6e 65 72 61 sions.by.plotting.........genera
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5f2a0 61 6e 20 3d 20 5b 30 2c 20 30 5d 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 63 6f 76 20 3d 20 5b 5b an.=.[0,.0].........>>>.cov.=.[[
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5f2e0 61 72 69 61 6e 63 65 0a 0a 20 20 20 20 20 20 20 20 44 69 61 67 6f 6e 61 6c 20 63 6f 76 61 72 69 ariance..........Diagonal.covari
5f300 61 6e 63 65 20 6d 65 61 6e 73 20 74 68 61 74 20 70 6f 69 6e 74 73 20 61 72 65 20 6f 72 69 65 6e ance.means.that.points.are.orien
5f320 74 65 64 20 61 6c 6f 6e 67 20 78 20 6f 72 20 79 2d 61 78 69 73 3a 0a 0a 20 20 20 20 20 20 20 20 ted.along.x.or.y-axis:..........
5f340 3e 3e 3e 20 69 6d 70 6f 72 74 20 6d 61 74 70 6c 6f 74 6c 69 62 2e 70 79 70 6c 6f 74 20 61 73 20 >>>.import.matplotlib.pyplot.as.
5f360 70 6c 74 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 78 2c 20 79 20 3d 20 6e 70 2e 72 61 6e 64 6f 6d plt.........>>>.x,.y.=.np.random
5f380 2e 6d 75 6c 74 69 76 61 72 69 61 74 65 5f 6e 6f 72 6d 61 6c 28 6d 65 61 6e 2c 20 63 6f 76 2c 20 .multivariate_normal(mean,.cov,.
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5f3c0 79 2c 20 27 78 27 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 61 78 69 73 28 27 65 71 y,.'x').........>>>.plt.axis('eq
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5f400 20 20 20 20 20 20 4e 6f 74 65 20 74 68 61 74 20 74 68 65 20 63 6f 76 61 72 69 61 6e 63 65 20 6d ......Note.that.the.covariance.m
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5f440 69 74 65 20 28 61 2e 6b 2e 61 2e 0a 20 20 20 20 20 20 20 20 6e 6f 6e 6e 65 67 61 74 69 76 65 2d ite.(a.k.a..........nonnegative-
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5f4c0 74 79 20 69 73 20 6e 6f 74 20 67 75 61 72 61 6e 74 65 65 64 2e 0a 0a 20 20 20 20 20 20 20 20 52 ty.is.not.guaranteed...........R
5f4e0 65 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 eferences.........----------....
5f500 20 20 20 20 20 2e 2e 20 5b 31 5d 20 50 61 70 6f 75 6c 69 73 2c 20 41 2e 2c 20 22 50 72 6f 62 61 ........[1].Papoulis,.A.,."Proba
5f520 62 69 6c 69 74 79 2c 20 52 61 6e 64 6f 6d 20 56 61 72 69 61 62 6c 65 73 2c 20 61 6e 64 20 53 74 bility,.Random.Variables,.and.St
5f540 6f 63 68 61 73 74 69 63 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 50 72 6f 63 65 73 73 65 ochastic................Processe
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5f580 6c 6c 2c 20 31 39 39 31 2e 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 32 5d 20 44 75 64 61 2c 20 52 ll,.1991.............[2].Duda,.R
5f5a0 2e 20 4f 2e 2c 20 48 61 72 74 2c 20 50 2e 20 45 2e 2c 20 61 6e 64 20 53 74 6f 72 6b 2c 20 44 2e ..O.,.Hart,.P..E.,.and.Stork,.D.
5f5c0 20 47 2e 2c 20 22 50 61 74 74 65 72 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 43 6c 61 .G.,."Pattern................Cla
5f5e0 73 73 69 66 69 63 61 74 69 6f 6e 2c 22 20 32 6e 64 20 65 64 2e 2c 20 4e 65 77 20 59 6f 72 6b 3a ssification,".2nd.ed.,.New.York:
5f600 20 57 69 6c 65 79 2c 20 32 30 30 31 2e 0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a .Wiley,.2001...........Examples.
5f620 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 6d 65 61 ........--------.........>>>.mea
5f640 6e 20 3d 20 28 31 2c 20 32 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 63 6f 76 20 3d 20 5b 5b 31 n.=.(1,.2).........>>>.cov.=.[[1
5f660 2c 20 30 5d 2c 20 5b 30 2c 20 31 5d 5d 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 78 20 3d 20 6e 70 ,.0],.[0,.1]].........>>>.x.=.np
5f680 2e 72 61 6e 64 6f 6d 2e 6d 75 6c 74 69 76 61 72 69 61 74 65 5f 6e 6f 72 6d 61 6c 28 6d 65 61 6e .random.multivariate_normal(mean
5f6a0 2c 20 63 6f 76 2c 20 28 33 2c 20 33 29 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 78 2e 73 68 61 ,.cov,.(3,.3)).........>>>.x.sha
5f6c0 70 65 0a 20 20 20 20 20 20 20 20 28 33 2c 20 33 2c 20 32 29 0a 0a 20 20 20 20 20 20 20 20 48 65 pe.........(3,.3,.2)..........He
5f6e0 72 65 20 77 65 20 67 65 6e 65 72 61 74 65 20 38 30 30 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 re.we.generate.800.samples.from.
5f700 74 68 65 20 62 69 76 61 72 69 61 74 65 20 6e 6f 72 6d 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f the.bivariate.normal.distributio
5f720 6e 0a 20 20 20 20 20 20 20 20 77 69 74 68 20 6d 65 61 6e 20 5b 30 2c 20 30 5d 20 61 6e 64 20 63 n.........with.mean.[0,.0].and.c
5f740 6f 76 61 72 69 61 6e 63 65 20 6d 61 74 72 69 78 20 5b 5b 36 2c 20 2d 33 5d 2c 20 5b 2d 33 2c 20 ovariance.matrix.[[6,.-3],.[-3,.
5f760 33 2e 35 5d 5d 2e 20 20 54 68 65 0a 20 20 20 20 20 20 20 20 65 78 70 65 63 74 65 64 20 76 61 72 3.5]]...The.........expected.var
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5f7a0 6f 6d 70 6f 6e 65 6e 74 73 20 6f 66 20 74 68 65 20 73 61 6d 70 6c 65 0a 20 20 20 20 20 20 20 20 omponents.of.the.sample.........
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5f7e0 20 74 68 65 20 65 78 70 65 63 74 65 64 20 63 6f 72 72 65 6c 61 74 69 6f 6e 0a 20 20 20 20 20 20 .the.expected.correlation.......
5f800 20 20 63 6f 65 66 66 69 63 69 65 6e 74 20 69 73 20 2d 33 2f 73 71 72 74 28 36 2a 33 2e 35 29 20 ..coefficient.is.-3/sqrt(6*3.5).
5f820 e2 89 88 20 2d 30 2e 36 35 34 36 35 2e 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 63 6f 76 20 3d ....-0.65465...........>>>.cov.=
5f840 20 6e 70 2e 61 72 72 61 79 28 5b 5b 36 2c 20 2d 33 5d 2c 20 5b 2d 33 2c 20 33 2e 35 5d 5d 29 0a .np.array([[6,.-3],.[-3,.3.5]]).
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5f900 6c 65 20 61 72 65 20 63 6c 6f 73 65 20 74 6f 20 74 68 65 20 65 78 70 65 63 74 65 64 20 76 61 6c le.are.close.to.the.expected.val
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5f940 30 29 0a 20 20 20 20 20 20 20 20 61 72 72 61 79 28 5b 20 30 2e 30 33 32 36 39 31 31 20 2c 20 2d 0).........array([.0.0326911.,.-
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5f980 20 3e 3e 3e 20 6e 70 2e 63 6f 76 28 70 74 73 2e 54 29 0a 20 20 20 20 20 20 20 20 61 72 72 61 79 .>>>.np.cov(pts.T).........array
5f9a0 28 5b 5b 20 35 2e 39 36 32 30 32 33 39 37 2c 20 2d 32 2e 38 35 36 30 32 32 38 37 5d 2c 0a 20 20 ([[.5.96202397,.-2.85602287],...
5f9c0 20 20 20 20 20 20 20 20 20 20 20 20 20 5b 2d 32 2e 38 35 36 30 32 32 38 37 2c 20 20 33 2e 34 37 .............[-2.85602287,..3.47
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5fa20 20 20 20 2d 30 2e 36 32 37 33 35 39 31 33 31 34 36 30 33 39 34 39 20 20 23 20 6d 61 79 20 76 61 ...-0.6273591314603949..#.may.va
5fa40 72 79 0a 0a 20 20 20 20 20 20 20 20 57 65 20 63 61 6e 20 76 69 73 75 61 6c 69 7a 65 20 74 68 69 ry..........We.can.visualize.thi
5fa60 73 20 64 61 74 61 20 77 69 74 68 20 61 20 73 63 61 74 74 65 72 20 70 6c 6f 74 2e 20 20 54 68 65 s.data.with.a.scatter.plot...The
5fa80 20 6f 72 69 65 6e 74 61 74 69 6f 6e 0a 20 20 20 20 20 20 20 20 6f 66 20 74 68 65 20 70 6f 69 6e .orientation.........of.the.poin
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5fb00 3e 3e 3e 20 69 6d 70 6f 72 74 20 6d 61 74 70 6c 6f 74 6c 69 62 2e 70 79 70 6c 6f 74 20 61 73 20 >>>.import.matplotlib.pyplot.as.
5fb20 70 6c 74 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 70 6c 6f 74 28 70 74 73 5b 3a 2c 20 plt.........>>>.plt.plot(pts[:,.
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5fb60 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 61 78 69 73 28 27 65 71 75 61 6c 27 29 0a 20 20 20 .......>>>.plt.axis('equal')....
5fb80 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 67 72 69 64 28 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 .....>>>.plt.grid().........>>>.
5fba0 70 6c 74 2e 73 68 6f 77 28 29 0a 20 20 20 20 20 20 20 20 00 00 00 00 00 00 00 00 00 00 00 00 00 plt.show()......................
5fbc0 0a 20 20 20 20 20 20 20 20 6c 6f 67 73 65 72 69 65 73 28 70 2c 20 73 69 7a 65 3d 4e 6f 6e 65 29 .........logseries(p,.size=None)
5fbe0 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 61 20 6c 6f ..........Draw.samples.from.a.lo
5fc00 67 61 72 69 74 68 6d 69 63 20 73 65 72 69 65 73 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a garithmic.series.distribution...
5fc20 20 20 20 20 20 20 20 20 53 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 20 66 72 6f 6d 20 61 ........Samples.are.drawn.from.a
5fc40 20 6c 6f 67 20 73 65 72 69 65 73 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 77 69 74 68 20 73 70 .log.series.distribution.with.sp
5fc60 65 63 69 66 69 65 64 0a 20 20 20 20 20 20 20 20 73 68 61 70 65 20 70 61 72 61 6d 65 74 65 72 2c ecified.........shape.parameter,
5fc80 20 30 20 3c 3d 20 60 60 70 60 60 20 3c 20 31 2e 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6e 6f 74 .0.<=.``p``.<.1..............not
5fca0 65 3a 3a 0a 20 20 20 20 20 20 20 20 20 20 20 20 4e 65 77 20 63 6f 64 65 20 73 68 6f 75 6c 64 20 e::.............New.code.should.
5fcc0 75 73 65 20 74 68 65 20 60 7e 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 use.the.`~numpy.random.Generator
5fce0 2e 6c 6f 67 73 65 72 69 65 73 60 0a 20 20 20 20 20 20 20 20 20 20 20 20 6d 65 74 68 6f 64 20 6f .logseries`.............method.o
5fd00 66 20 61 20 60 7e 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 60 20 69 6e f.a.`~numpy.random.Generator`.in
5fd20 73 74 61 6e 63 65 20 69 6e 73 74 65 61 64 3b 0a 20 20 20 20 20 20 20 20 20 20 20 20 70 6c 65 61 stance.instead;.............plea
5fd40 73 65 20 73 65 65 20 74 68 65 20 3a 72 65 66 3a 60 72 61 6e 64 6f 6d 2d 71 75 69 63 6b 2d 73 74 se.see.the.:ref:`random-quick-st
5fd60 61 72 74 60 2e 0a 0a 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20 art`...........Parameters.......
5fd80 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 70 20 3a 20 66 6c 6f 61 74 20 6f ..----------.........p.:.float.o
5fda0 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a 20 20 20 20 20 20 20 20 20 r.array_like.of.floats..........
5fdc0 20 20 20 53 68 61 70 65 20 70 61 72 61 6d 65 74 65 72 20 66 6f 72 20 74 68 65 20 64 69 73 74 72 ...Shape.parameter.for.the.distr
5fde0 69 62 75 74 69 6f 6e 2e 20 20 4d 75 73 74 20 62 65 20 69 6e 20 74 68 65 20 72 61 6e 67 65 20 5b ibution...Must.be.in.the.range.[
5fe00 30 2c 20 31 29 2e 0a 20 20 20 20 20 20 20 20 73 69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74 75 70 0,.1)..........size.:.int.or.tup
5fe20 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 le.of.ints,.optional............
5fe40 20 4f 75 74 70 75 74 20 73 68 61 70 65 2e 20 20 49 66 20 74 68 65 20 67 69 76 65 6e 20 73 68 61 .Output.shape...If.the.given.sha
5fe60 70 65 20 69 73 2c 20 65 2e 67 2e 2c 20 60 60 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e pe.is,.e.g.,.``(m,.n,.k)``,.then
5fe80 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d 70 6c .............``m.*.n.*.k``.sampl
5fea0 65 73 20 61 72 65 20 64 72 61 77 6e 2e 20 20 49 66 20 73 69 7a 65 20 69 73 20 60 60 4e 6f 6e 65 es.are.drawn...If.size.is.``None
5fec0 60 60 20 28 64 65 66 61 75 6c 74 29 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 61 20 73 69 6e 67 ``.(default),.............a.sing
5fee0 6c 65 20 76 61 6c 75 65 20 69 73 20 72 65 74 75 72 6e 65 64 20 69 66 20 60 60 70 60 60 20 69 73 le.value.is.returned.if.``p``.is
5ff00 20 61 20 73 63 61 6c 61 72 2e 20 20 4f 74 68 65 72 77 69 73 65 2c 0a 20 20 20 20 20 20 20 20 20 .a.scalar...Otherwise,..........
5ff20 20 20 20 60 60 6e 70 2e 61 72 72 61 79 28 70 29 2e 73 69 7a 65 60 60 20 73 61 6d 70 6c 65 73 20 ...``np.array(p).size``.samples.
5ff40 61 72 65 20 64 72 61 77 6e 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 are.drawn...........Returns.....
5ff60 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6f 75 74 20 3a 20 6e 64 61 72 72 61 ....-------.........out.:.ndarra
5ff80 79 20 6f 72 20 73 63 61 6c 61 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e 20 73 61 y.or.scalar.............Drawn.sa
5ffa0 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 70 61 72 61 6d 65 74 65 72 69 7a 65 64 20 6c 6f 67 mples.from.the.parameterized.log
5ffc0 61 72 69 74 68 6d 69 63 20 73 65 72 69 65 73 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 arithmic.series.distribution....
5ffe0 20 20 20 20 20 20 20 53 65 65 20 41 6c 73 6f 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d .......See.Also.........--------
60000 0a 20 20 20 20 20 20 20 20 73 63 69 70 79 2e 73 74 61 74 73 2e 6c 6f 67 73 65 72 20 3a 20 70 72 .........scipy.stats.logser.:.pr
60020 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e 2c 20 64 69 73 74 obability.density.function,.dist
60040 72 69 62 75 74 69 6f 6e 20 6f 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 63 75 6d 75 6c 61 74 69 ribution.or.............cumulati
60060 76 65 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e 2c 20 65 74 63 2e 0a 20 20 20 20 20 20 ve.density.function,.etc........
60080 20 20 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 6c 6f 67 73 65 72 69 65 73 3a 20 77 68 ..random.Generator.logseries:.wh
600a0 69 63 68 20 73 68 6f 75 6c 64 20 62 65 20 75 73 65 64 20 66 6f 72 20 6e 65 77 20 63 6f 64 65 2e ich.should.be.used.for.new.code.
600c0 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 ..........Notes.........-----...
600e0 20 20 20 20 20 20 54 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 6f ......The.probability.density.fo
60100 72 20 74 68 65 20 4c 6f 67 20 53 65 72 69 65 73 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 73 r.the.Log.Series.distribution.is
60120 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20 50 28 6b 29 20 3d 20 5c 66 72 61 63 .............math::.P(k).=.\frac
60140 7b 2d 70 5e 6b 7d 7b 6b 20 5c 6c 6e 28 31 2d 70 29 7d 2c 0a 0a 20 20 20 20 20 20 20 20 77 68 65 {-p^k}{k.\ln(1-p)},..........whe
60160 72 65 20 70 20 3d 20 70 72 6f 62 61 62 69 6c 69 74 79 2e 0a 0a 20 20 20 20 20 20 20 20 54 68 65 re.p.=.probability...........The
60180 20 6c 6f 67 20 73 65 72 69 65 73 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 73 20 66 72 65 71 .log.series.distribution.is.freq
601a0 75 65 6e 74 6c 79 20 75 73 65 64 20 74 6f 20 72 65 70 72 65 73 65 6e 74 20 73 70 65 63 69 65 73 uently.used.to.represent.species
601c0 0a 20 20 20 20 20 20 20 20 72 69 63 68 6e 65 73 73 20 61 6e 64 20 6f 63 63 75 72 72 65 6e 63 65 .........richness.and.occurrence
601e0 2c 20 66 69 72 73 74 20 70 72 6f 70 6f 73 65 64 20 62 79 20 46 69 73 68 65 72 2c 20 43 6f 72 62 ,.first.proposed.by.Fisher,.Corb
60200 65 74 2c 20 61 6e 64 0a 20 20 20 20 20 20 20 20 57 69 6c 6c 69 61 6d 73 20 69 6e 20 31 39 34 33 et,.and.........Williams.in.1943
60220 20 5b 32 5d 2e 20 20 49 74 20 6d 61 79 20 61 6c 73 6f 20 62 65 20 75 73 65 64 20 74 6f 20 6d 6f .[2]...It.may.also.be.used.to.mo
60240 64 65 6c 20 74 68 65 20 6e 75 6d 62 65 72 73 20 6f 66 0a 20 20 20 20 20 20 20 20 6f 63 63 75 70 del.the.numbers.of.........occup
60260 61 6e 74 73 20 73 65 65 6e 20 69 6e 20 63 61 72 73 20 5b 33 5d 2e 0a 0a 20 20 20 20 20 20 20 20 ants.seen.in.cars.[3]...........
60280 52 65 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 References.........----------...
602a0 20 20 20 20 20 20 2e 2e 20 5b 31 5d 20 42 75 7a 61 73 2c 20 4d 61 72 74 69 6e 20 41 2e 3b 20 43 .........[1].Buzas,.Martin.A.;.C
602c0 75 6c 76 65 72 2c 20 53 74 65 70 68 65 6e 20 4a 2e 2c 20 20 55 6e 64 65 72 73 74 61 6e 64 69 6e ulver,.Stephen.J.,..Understandin
602e0 67 20 72 65 67 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 73 70 65 63 69 65 g.regional................specie
60300 73 20 64 69 76 65 72 73 69 74 79 20 74 68 72 6f 75 67 68 20 74 68 65 20 6c 6f 67 20 73 65 72 69 s.diversity.through.the.log.seri
60320 65 73 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 6f 66 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 es.distribution.of..............
60340 20 20 6f 63 63 75 72 72 65 6e 63 65 73 3a 20 42 49 4f 44 49 56 45 52 53 49 54 59 20 52 45 53 45 ..occurrences:.BIODIVERSITY.RESE
60360 41 52 43 48 20 44 69 76 65 72 73 69 74 79 20 26 20 44 69 73 74 72 69 62 75 74 69 6f 6e 73 2c 0a ARCH.Diversity.&.Distributions,.
60380 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 56 6f 6c 75 6d 65 20 35 2c 20 4e 75 6d 62 65 72 20 ...............Volume.5,.Number.
603a0 35 2c 20 53 65 70 74 65 6d 62 65 72 20 31 39 39 39 20 2c 20 70 70 2e 20 31 38 37 2d 31 39 35 28 5,.September.1999.,.pp..187-195(
603c0 39 29 2e 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 32 5d 20 46 69 73 68 65 72 2c 20 52 2e 41 2c 2c 9).............[2].Fisher,.R.A,,
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61380 20 20 20 20 52 65 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d ....References.........---------
613a0 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 31 5d 20 4c 65 6e 74 6e 65 72 2c 20 4d 61 72 76 69 6e -............[1].Lentner,.Marvin
613c0 2c 20 22 45 6c 65 6d 65 6e 74 61 72 79 20 41 70 70 6c 69 65 64 20 53 74 61 74 69 73 74 69 63 73 ,."Elementary.Applied.Statistics
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61460 20 4d 61 74 68 57 6f 72 6c 64 2d 2d 41 20 57 6f 6c 66 72 61 6d 20 57 65 62 20 52 65 73 6f 75 72 .MathWorld--A.Wolfram.Web.Resour
61480 63 65 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 68 74 74 70 3a 2f 2f 6d 61 74 68 77 6f ce.................http://mathwo
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614e0 69 6b 69 70 65 64 69 61 2c 20 22 48 79 70 65 72 67 65 6f 6d 65 74 72 69 63 20 64 69 73 74 72 69 ikipedia,."Hypergeometric.distri
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61520 65 6e 2e 77 69 6b 69 70 65 64 69 61 2e 6f 72 67 2f 77 69 6b 69 2f 48 79 70 65 72 67 65 6f 6d 65 en.wikipedia.org/wiki/Hypergeome
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62100 20 20 20 20 20 66 72 65 71 75 65 6e 63 79 20 6f 66 20 61 6e 20 69 74 65 6d 20 69 73 20 69 6e 76 .....frequency.of.an.item.is.inv
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62440 20 20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 ...........Drawn.samples.from.th
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625c0 20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20 70 28 6b 29 20 3d 20 5c 66 72 61 63 7b 6b 5e 7b 2d 61 7d ......math::.p(k).=.\frac{k^{-a}
625e0 7d 7b 5c 7a 65 74 61 28 61 29 7d 2c 0a 0a 20 20 20 20 20 20 20 20 66 6f 72 20 69 6e 74 65 67 65 }{\zeta(a)},..........for.intege
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62660 6d 65 64 20 66 6f 72 20 74 68 65 20 41 6d 65 72 69 63 61 6e 20 6c 69 6e 67 75 69 73 74 20 47 65 med.for.the.American.linguist.Ge
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626a0 20 20 20 20 20 20 74 68 61 74 20 74 68 65 20 66 72 65 71 75 65 6e 63 79 20 6f 66 20 61 6e 79 20 ......that.the.frequency.of.any.
626c0 77 6f 72 64 20 69 6e 20 61 20 73 61 6d 70 6c 65 20 6f 66 20 61 20 6c 61 6e 67 75 61 67 65 20 69 word.in.a.sample.of.a.language.i
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62740 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 31 5d 20 5a 69 70 66 2c .----------............[1].Zipf,
62760 20 47 2e 20 4b 2e 2c 20 22 53 65 6c 65 63 74 65 64 20 53 74 75 64 69 65 73 20 6f 66 20 74 68 65 .G..K.,."Selected.Studies.of.the
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627a0 20 20 20 20 20 20 46 72 65 71 75 65 6e 63 79 20 69 6e 20 4c 61 6e 67 75 61 67 65 2c 22 20 43 61 ......Frequency.in.Language,".Ca
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627e0 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 31 39 33 32 2e 0a 0a 20 20 20 20 20 20 20 20 ,................1932...........
62800 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 Examples.........--------.......
62820 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 64 69 73 74 72 69 62 75 ..Draw.samples.from.the.distribu
62840 74 69 6f 6e 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 61 20 3d 20 34 2e 30 0a 20 20 20 20 20 tion:..........>>>.a.=.4.0......
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62880 20 6e 70 2e 72 61 6e 64 6f 6d 2e 7a 69 70 66 28 61 2c 20 6e 29 0a 0a 20 20 20 20 20 20 20 20 44 .np.random.zipf(a,.n)..........D
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628c0 6c 65 73 2c 20 61 6c 6f 6e 67 20 77 69 74 68 0a 20 20 20 20 20 20 20 20 74 68 65 20 65 78 70 65 les,.along.with.........the.expe
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62900 61 62 69 6c 69 74 79 0a 20 20 20 20 20 20 20 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e ability.........density.function
62920 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 69 6d 70 6f 72 74 20 6d 61 74 70 6c 6f 74 6c 69 62 :..........>>>.import.matplotlib
62940 2e 70 79 70 6c 6f 74 20 61 73 20 70 6c 74 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 66 72 6f 6d 20 .pyplot.as.plt.........>>>.from.
62960 73 63 69 70 79 2e 73 70 65 63 69 61 6c 20 69 6d 70 6f 72 74 20 7a 65 74 61 20 20 23 20 64 6f 63 scipy.special.import.zeta..#.doc
62980 74 65 73 74 3a 20 2b 53 4b 49 50 0a 0a 20 20 20 20 20 20 20 20 60 62 69 6e 63 6f 75 6e 74 60 20 test:.+SKIP..........`bincount`.
629a0 70 72 6f 76 69 64 65 73 20 61 20 66 61 73 74 20 68 69 73 74 6f 67 72 61 6d 20 66 6f 72 20 73 6d provides.a.fast.histogram.for.sm
629c0 61 6c 6c 20 69 6e 74 65 67 65 72 73 2e 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 63 6f 75 6e 74 all.integers...........>>>.count
629e0 20 3d 20 6e 70 2e 62 69 6e 63 6f 75 6e 74 28 73 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 6b 20 .=.np.bincount(s).........>>>.k.
62a00 3d 20 6e 70 2e 61 72 61 6e 67 65 28 31 2c 20 73 2e 6d 61 78 28 29 20 2b 20 31 29 0a 0a 20 20 20 =.np.arange(1,.s.max().+.1).....
62a20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 62 61 72 28 6b 2c 20 63 6f 75 6e 74 5b 31 3a 5d 2c 20 61 .....>>>.plt.bar(k,.count[1:],.a
62a40 6c 70 68 61 3d 30 2e 35 2c 20 6c 61 62 65 6c 3d 27 73 61 6d 70 6c 65 20 63 6f 75 6e 74 27 29 0a lpha=0.5,.label='sample.count').
62a60 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 70 6c 6f 74 28 6b 2c 20 6e 2a 28 6b 2a 2a 2d 61 ........>>>.plt.plot(k,.n*(k**-a
62a80 29 2f 7a 65 74 61 28 61 29 2c 20 27 6b 2e 2d 27 2c 20 61 6c 70 68 61 3d 30 2e 35 2c 0a 20 20 20 )/zeta(a),.'k.-',.alpha=0.5,....
62aa0 20 20 20 20 20 2e 2e 2e 20 20 20 20 20 20 20 20 20 20 6c 61 62 65 6c 3d 27 65 78 70 65 63 74 65 ..................label='expecte
62ac0 64 20 63 6f 75 6e 74 27 29 20 20 20 23 20 64 6f 63 74 65 73 74 3a 20 2b 53 4b 49 50 0a 20 20 20 d.count')...#.doctest:.+SKIP....
62ae0 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 73 65 6d 69 6c 6f 67 79 28 29 0a 20 20 20 20 20 20 20 20 .....>>>.plt.semilogy().........
62b00 3e 3e 3e 20 70 6c 74 2e 67 72 69 64 28 61 6c 70 68 61 3d 30 2e 34 29 0a 20 20 20 20 20 20 20 20 >>>.plt.grid(alpha=0.4).........
62b20 3e 3e 3e 20 70 6c 74 2e 6c 65 67 65 6e 64 28 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 >>>.plt.legend().........>>>.plt
62b40 2e 74 69 74 6c 65 28 66 27 5a 69 70 66 20 73 61 6d 70 6c 65 2c 20 61 3d 7b 61 7d 2c 20 73 69 7a .title(f'Zipf.sample,.a={a},.siz
62b60 65 3d 7b 6e 7d 27 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 73 68 6f 77 28 29 0a 0a e={n}').........>>>.plt.show()..
62b80 20 20 20 20 20 20 20 20 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
62ba0 0a 20 20 20 20 20 20 20 20 70 6f 69 73 73 6f 6e 28 6c 61 6d 3d 31 2e 30 2c 20 73 69 7a 65 3d 4e .........poisson(lam=1.0,.size=N
62bc0 6f 6e 65 29 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 one)..........Draw.samples.from.
62be0 61 20 50 6f 69 73 73 6f 6e 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 a.Poisson.distribution..........
62c00 20 54 68 65 20 50 6f 69 73 73 6f 6e 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 73 20 74 68 65 .The.Poisson.distribution.is.the
62c20 20 6c 69 6d 69 74 20 6f 66 20 74 68 65 20 62 69 6e 6f 6d 69 61 6c 20 64 69 73 74 72 69 62 75 74 .limit.of.the.binomial.distribut
62c40 69 6f 6e 0a 20 20 20 20 20 20 20 20 66 6f 72 20 6c 61 72 67 65 20 4e 2e 0a 0a 20 20 20 20 20 20 ion.........for.large.N.........
62c60 20 20 2e 2e 20 6e 6f 74 65 3a 3a 0a 20 20 20 20 20 20 20 20 20 20 20 20 4e 65 77 20 63 6f 64 65 .....note::.............New.code
62c80 20 73 68 6f 75 6c 64 20 75 73 65 20 74 68 65 20 60 7e 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 .should.use.the.`~numpy.random.G
62ca0 65 6e 65 72 61 74 6f 72 2e 70 6f 69 73 73 6f 6e 60 0a 20 20 20 20 20 20 20 20 20 20 20 20 6d 65 enerator.poisson`.............me
62cc0 74 68 6f 64 20 6f 66 20 61 20 60 7e 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 thod.of.a.`~numpy.random.Generat
62ce0 6f 72 60 20 69 6e 73 74 61 6e 63 65 20 69 6e 73 74 65 61 64 3b 0a 20 20 20 20 20 20 20 20 20 20 or`.instance.instead;...........
62d00 20 20 70 6c 65 61 73 65 20 73 65 65 20 74 68 65 20 3a 72 65 66 3a 60 72 61 6e 64 6f 6d 2d 71 75 ..please.see.the.:ref:`random-qu
62d20 69 63 6b 2d 73 74 61 72 74 60 2e 0a 0a 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a ick-start`...........Parameters.
62d40 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6c 61 6d 20 3a ........----------.........lam.:
62d60 20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a 20 .float.or.array_like.of.floats..
62d80 20 20 20 20 20 20 20 20 20 20 20 45 78 70 65 63 74 65 64 20 6e 75 6d 62 65 72 20 6f 66 20 65 76 ...........Expected.number.of.ev
62da0 65 6e 74 73 20 6f 63 63 75 72 72 69 6e 67 20 69 6e 20 61 20 66 69 78 65 64 2d 74 69 6d 65 20 69 ents.occurring.in.a.fixed-time.i
62dc0 6e 74 65 72 76 61 6c 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 6d 75 73 74 20 62 65 20 3e 3d 20 nterval,.............must.be.>=.
62de0 30 2e 20 41 20 73 65 71 75 65 6e 63 65 20 6d 75 73 74 20 62 65 20 62 72 6f 61 64 63 61 73 74 61 0..A.sequence.must.be.broadcasta
62e00 62 6c 65 20 6f 76 65 72 20 74 68 65 20 72 65 71 75 65 73 74 65 64 0a 20 20 20 20 20 20 20 20 20 ble.over.the.requested..........
62e20 20 20 20 73 69 7a 65 2e 0a 20 20 20 20 20 20 20 20 73 69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74 ...size..........size.:.int.or.t
62e40 75 70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 uple.of.ints,.optional..........
62e60 20 20 20 4f 75 74 70 75 74 20 73 68 61 70 65 2e 20 20 49 66 20 74 68 65 20 67 69 76 65 6e 20 73 ...Output.shape...If.the.given.s
62e80 68 61 70 65 20 69 73 2c 20 65 2e 67 2e 2c 20 60 60 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 hape.is,.e.g.,.``(m,.n,.k)``,.th
62ea0 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d en.............``m.*.n.*.k``.sam
62ec0 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 20 20 49 66 20 73 69 7a 65 20 69 73 20 60 60 4e 6f ples.are.drawn...If.size.is.``No
62ee0 6e 65 60 60 20 28 64 65 66 61 75 6c 74 29 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 61 20 73 69 ne``.(default),.............a.si
62f00 6e 67 6c 65 20 76 61 6c 75 65 20 69 73 20 72 65 74 75 72 6e 65 64 20 69 66 20 60 60 6c 61 6d 60 ngle.value.is.returned.if.``lam`
62f20 60 20 69 73 20 61 20 73 63 61 6c 61 72 2e 20 4f 74 68 65 72 77 69 73 65 2c 0a 20 20 20 20 20 20 `.is.a.scalar..Otherwise,.......
62f40 20 20 20 20 20 20 60 60 6e 70 2e 61 72 72 61 79 28 6c 61 6d 29 2e 73 69 7a 65 60 60 20 73 61 6d ......``np.array(lam).size``.sam
62f60 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 ples.are.drawn...........Returns
62f80 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6f 75 74 20 3a 20 6e .........-------.........out.:.n
62fa0 64 61 72 72 61 79 20 6f 72 20 73 63 61 6c 61 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 44 72 61 darray.or.scalar.............Dra
62fc0 77 6e 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 70 61 72 61 6d 65 74 65 72 69 7a 65 wn.samples.from.the.parameterize
62fe0 64 20 50 6f 69 73 73 6f 6e 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 d.Poisson.distribution..........
63000 20 53 65 65 20 41 6c 73 6f 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 .See.Also.........--------......
63020 20 20 20 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 70 6f 69 73 73 6f 6e 3a 20 77 68 69 ...random.Generator.poisson:.whi
63040 63 68 20 73 68 6f 75 6c 64 20 62 65 20 75 73 65 64 20 66 6f 72 20 6e 65 77 20 63 6f 64 65 2e 0a ch.should.be.used.for.new.code..
63060 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 20 .........Notes.........-----....
63080 20 20 20 20 20 54 68 65 20 50 6f 69 73 73 6f 6e 20 64 69 73 74 72 69 62 75 74 69 6f 6e 0a 0a 20 .....The.Poisson.distribution...
630a0 20 20 20 20 20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20 66 28 6b 3b 20 5c 6c 61 6d 62 64 61 29 3d 5c ..........math::.f(k;.\lambda)=\
630c0 66 72 61 63 7b 5c 6c 61 6d 62 64 61 5e 6b 20 65 5e 7b 2d 5c 6c 61 6d 62 64 61 7d 7d 7b 6b 21 7d frac{\lambda^k.e^{-\lambda}}{k!}
630e0 0a 0a 20 20 20 20 20 20 20 20 46 6f 72 20 65 76 65 6e 74 73 20 77 69 74 68 20 61 6e 20 65 78 70 ..........For.events.with.an.exp
63100 65 63 74 65 64 20 73 65 70 61 72 61 74 69 6f 6e 20 3a 6d 61 74 68 3a 60 5c 6c 61 6d 62 64 61 60 ected.separation.:math:`\lambda`
63120 20 74 68 65 20 50 6f 69 73 73 6f 6e 0a 20 20 20 20 20 20 20 20 64 69 73 74 72 69 62 75 74 69 6f .the.Poisson.........distributio
63140 6e 20 3a 6d 61 74 68 3a 60 66 28 6b 3b 20 5c 6c 61 6d 62 64 61 29 60 20 64 65 73 63 72 69 62 65 n.:math:`f(k;.\lambda)`.describe
63160 73 20 74 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 6f 66 0a 20 20 20 20 20 20 20 20 3a 6d 61 s.the.probability.of.........:ma
63180 74 68 3a 60 6b 60 20 65 76 65 6e 74 73 20 6f 63 63 75 72 72 69 6e 67 20 77 69 74 68 69 6e 20 74 th:`k`.events.occurring.within.t
631a0 68 65 20 6f 62 73 65 72 76 65 64 0a 20 20 20 20 20 20 20 20 69 6e 74 65 72 76 61 6c 20 3a 6d 61 he.observed.........interval.:ma
631c0 74 68 3a 60 5c 6c 61 6d 62 64 61 60 2e 0a 0a 20 20 20 20 20 20 20 20 42 65 63 61 75 73 65 20 74 th:`\lambda`...........Because.t
631e0 68 65 20 6f 75 74 70 75 74 20 69 73 20 6c 69 6d 69 74 65 64 20 74 6f 20 74 68 65 20 72 61 6e 67 he.output.is.limited.to.the.rang
63200 65 20 6f 66 20 74 68 65 20 43 20 69 6e 74 36 34 20 74 79 70 65 2c 20 61 0a 20 20 20 20 20 20 20 e.of.the.C.int64.type,.a........
63220 20 56 61 6c 75 65 45 72 72 6f 72 20 69 73 20 72 61 69 73 65 64 20 77 68 65 6e 20 60 6c 61 6d 60 .ValueError.is.raised.when.`lam`
63240 20 69 73 20 77 69 74 68 69 6e 20 31 30 20 73 69 67 6d 61 20 6f 66 20 74 68 65 20 6d 61 78 69 6d .is.within.10.sigma.of.the.maxim
63260 75 6d 0a 20 20 20 20 20 20 20 20 72 65 70 72 65 73 65 6e 74 61 62 6c 65 20 76 61 6c 75 65 2e 0a um.........representable.value..
63280 0a 20 20 20 20 20 20 20 20 52 65 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d .........References.........----
632a0 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 31 5d 20 57 65 69 73 73 74 65 69 6e 2c ------............[1].Weisstein,
632c0 20 45 72 69 63 20 57 2e 20 22 50 6f 69 73 73 6f 6e 20 44 69 73 74 72 69 62 75 74 69 6f 6e 2e 22 .Eric.W.."Poisson.Distribution."
632e0 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 46 72 6f 6d 20 4d 61 74 68 57 6f 72 6c 64 2d 2d ................From.MathWorld--
63300 41 20 57 6f 6c 66 72 61 6d 20 57 65 62 20 52 65 73 6f 75 72 63 65 2e 0a 20 20 20 20 20 20 20 20 A.Wolfram.Web.Resource..........
63320 20 20 20 20 20 20 20 68 74 74 70 3a 2f 2f 6d 61 74 68 77 6f 72 6c 64 2e 77 6f 6c 66 72 61 6d 2e .......http://mathworld.wolfram.
63340 63 6f 6d 2f 50 6f 69 73 73 6f 6e 44 69 73 74 72 69 62 75 74 69 6f 6e 2e 68 74 6d 6c 0a 20 20 20 com/PoissonDistribution.html....
63360 20 20 20 20 20 2e 2e 20 5b 32 5d 20 57 69 6b 69 70 65 64 69 61 2c 20 22 50 6f 69 73 73 6f 6e 20 ........[2].Wikipedia,."Poisson.
63380 64 69 73 74 72 69 62 75 74 69 6f 6e 22 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 68 74 distribution",................ht
633a0 74 70 73 3a 2f 2f 65 6e 2e 77 69 6b 69 70 65 64 69 61 2e 6f 72 67 2f 77 69 6b 69 2f 50 6f 69 73 tps://en.wikipedia.org/wiki/Pois
633c0 73 6f 6e 5f 64 69 73 74 72 69 62 75 74 69 6f 6e 0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c son_distribution..........Exampl
633e0 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 44 72 61 77 es.........--------.........Draw
63400 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 3a 0a .samples.from.the.distribution:.
63420 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 69 6d 70 6f 72 74 20 6e 75 6d 70 79 20 61 73 20 6e 70 0a .........>>>.import.numpy.as.np.
63440 20 20 20 20 20 20 20 20 3e 3e 3e 20 73 20 3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e 70 6f 69 73 73 6f ........>>>.s.=.np.random.poisso
63460 6e 28 35 2c 20 31 30 30 30 30 29 0a 0a 20 20 20 20 20 20 20 20 44 69 73 70 6c 61 79 20 68 69 73 n(5,.10000)..........Display.his
63480 74 6f 67 72 61 6d 20 6f 66 20 74 68 65 20 73 61 6d 70 6c 65 3a 0a 0a 20 20 20 20 20 20 20 20 3e togram.of.the.sample:..........>
634a0 3e 3e 20 69 6d 70 6f 72 74 20 6d 61 74 70 6c 6f 74 6c 69 62 2e 70 79 70 6c 6f 74 20 61 73 20 70 >>.import.matplotlib.pyplot.as.p
634c0 6c 74 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 63 6f 75 6e 74 2c 20 62 69 6e 73 2c 20 69 67 6e 6f lt.........>>>.count,.bins,.igno
634e0 72 65 64 20 3d 20 70 6c 74 2e 68 69 73 74 28 73 2c 20 31 34 2c 20 64 65 6e 73 69 74 79 3d 54 72 red.=.plt.hist(s,.14,.density=Tr
63500 75 65 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 73 68 6f 77 28 29 0a 0a 20 20 20 20 ue).........>>>.plt.show()......
63520 20 20 20 20 44 72 61 77 20 65 61 63 68 20 31 30 30 20 76 61 6c 75 65 73 20 66 6f 72 20 6c 61 6d ....Draw.each.100.values.for.lam
63540 62 64 61 20 31 30 30 20 61 6e 64 20 35 30 30 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 73 20 bda.100.and.500:..........>>>.s.
63560 3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e 70 6f 69 73 73 6f 6e 28 6c 61 6d 3d 28 31 30 30 2e 2c 20 35 =.np.random.poisson(lam=(100.,.5
63580 30 30 2e 29 2c 20 73 69 7a 65 3d 28 31 30 30 2c 20 32 29 29 0a 0a 20 20 20 20 20 20 20 20 00 00 00.),.size=(100,.2))............
635a0 0a 20 20 20 20 20 20 20 20 6e 65 67 61 74 69 76 65 5f 62 69 6e 6f 6d 69 61 6c 28 6e 2c 20 70 2c .........negative_binomial(n,.p,
635c0 20 73 69 7a 65 3d 4e 6f 6e 65 29 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 .size=None)..........Draw.sample
635e0 73 20 66 72 6f 6d 20 61 20 6e 65 67 61 74 69 76 65 20 62 69 6e 6f 6d 69 61 6c 20 64 69 73 74 72 s.from.a.negative.binomial.distr
63600 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 53 61 6d 70 6c 65 73 20 61 72 65 20 64 72 ibution...........Samples.are.dr
63620 61 77 6e 20 66 72 6f 6d 20 61 20 6e 65 67 61 74 69 76 65 20 62 69 6e 6f 6d 69 61 6c 20 64 69 73 awn.from.a.negative.binomial.dis
63640 74 72 69 62 75 74 69 6f 6e 20 77 69 74 68 20 73 70 65 63 69 66 69 65 64 0a 20 20 20 20 20 20 20 tribution.with.specified........
63660 20 70 61 72 61 6d 65 74 65 72 73 2c 20 60 6e 60 20 73 75 63 63 65 73 73 65 73 20 61 6e 64 20 60 .parameters,.`n`.successes.and.`
63680 70 60 20 70 72 6f 62 61 62 69 6c 69 74 79 20 6f 66 20 73 75 63 63 65 73 73 20 77 68 65 72 65 20 p`.probability.of.success.where.
636a0 60 6e 60 0a 20 20 20 20 20 20 20 20 69 73 20 3e 20 30 20 61 6e 64 20 60 70 60 20 69 73 20 69 6e `n`.........is.>.0.and.`p`.is.in
636c0 20 74 68 65 20 69 6e 74 65 72 76 61 6c 20 5b 30 2c 20 31 5d 2e 0a 0a 20 20 20 20 20 20 20 20 2e .the.interval.[0,.1]............
636e0 2e 20 6e 6f 74 65 3a 3a 0a 20 20 20 20 20 20 20 20 20 20 20 20 4e 65 77 20 63 6f 64 65 20 73 68 ..note::.............New.code.sh
63700 6f 75 6c 64 20 75 73 65 20 74 68 65 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 7e 6e 75 6d 70 79 ould.use.the.............`~numpy
63720 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 6e 65 67 61 74 69 76 65 5f 62 69 6e 6f 6d .random.Generator.negative_binom
63740 69 61 6c 60 0a 20 20 20 20 20 20 20 20 20 20 20 20 6d 65 74 68 6f 64 20 6f 66 20 61 20 60 7e 6e ial`.............method.of.a.`~n
63760 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 60 20 69 6e 73 74 61 6e 63 65 20 umpy.random.Generator`.instance.
63780 69 6e 73 74 65 61 64 3b 0a 20 20 20 20 20 20 20 20 20 20 20 20 70 6c 65 61 73 65 20 73 65 65 20 instead;.............please.see.
637a0 74 68 65 20 3a 72 65 66 3a 60 72 61 6e 64 6f 6d 2d 71 75 69 63 6b 2d 73 74 61 72 74 60 2e 0a 0a the.:ref:`random-quick-start`...
637c0 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d ........Parameters.........-----
637e0 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6e 20 3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61 79 -----.........n.:.float.or.array
63800 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 50 61 72 61 _like.of.floats.............Para
63820 6d 65 74 65 72 20 6f 66 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2c 20 3e 20 30 2e 0a meter.of.the.distribution,.>.0..
63840 20 20 20 20 20 20 20 20 70 20 3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 ........p.:.float.or.array_like.
63860 6f 66 20 66 6c 6f 61 74 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 20 of.floats.............Parameter.
63880 6f 66 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2c 20 3e 3d 20 30 20 61 6e 64 20 3c 3d of.the.distribution,.>=.0.and.<=
638a0 31 2e 0a 20 20 20 20 20 20 20 20 73 69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74 75 70 6c 65 20 6f 1..........size.:.int.or.tuple.o
638c0 66 20 69 6e 74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 75 74 f.ints,.optional.............Out
638e0 70 75 74 20 73 68 61 70 65 2e 20 20 49 66 20 74 68 65 20 67 69 76 65 6e 20 73 68 61 70 65 20 69 put.shape...If.the.given.shape.i
63900 73 2c 20 65 2e 67 2e 2c 20 60 60 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e 0a 20 20 20 s,.e.g.,.``(m,.n,.k)``,.then....
63920 20 20 20 20 20 20 20 20 20 60 60 6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d 70 6c 65 73 20 61 .........``m.*.n.*.k``.samples.a
63940 72 65 20 64 72 61 77 6e 2e 20 20 49 66 20 73 69 7a 65 20 69 73 20 60 60 4e 6f 6e 65 60 60 20 28 re.drawn...If.size.is.``None``.(
63960 64 65 66 61 75 6c 74 29 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 61 20 73 69 6e 67 6c 65 20 76 default),.............a.single.v
63980 61 6c 75 65 20 69 73 20 72 65 74 75 72 6e 65 64 20 69 66 20 60 60 6e 60 60 20 61 6e 64 20 60 60 alue.is.returned.if.``n``.and.``
639a0 70 60 60 20 61 72 65 20 62 6f 74 68 20 73 63 61 6c 61 72 73 2e 0a 20 20 20 20 20 20 20 20 20 20 p``.are.both.scalars............
639c0 20 20 4f 74 68 65 72 77 69 73 65 2c 20 60 60 6e 70 2e 62 72 6f 61 64 63 61 73 74 28 6e 2c 20 70 ..Otherwise,.``np.broadcast(n,.p
639e0 29 2e 73 69 7a 65 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 0a 0a 20 20 20 ).size``.samples.are.drawn......
63a00 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 .....Returns.........-------....
63a20 20 20 20 20 20 6f 75 74 20 3a 20 6e 64 61 72 72 61 79 20 6f 72 20 73 63 61 6c 61 72 0a 20 20 20 .....out.:.ndarray.or.scalar....
63a40 20 20 20 20 20 20 20 20 20 44 72 61 77 6e 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 .........Drawn.samples.from.the.
63a60 70 61 72 61 6d 65 74 65 72 69 7a 65 64 20 6e 65 67 61 74 69 76 65 20 62 69 6e 6f 6d 69 61 6c 20 parameterized.negative.binomial.
63a80 64 69 73 74 72 69 62 75 74 69 6f 6e 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 77 68 65 72 65 20 distribution,.............where.
63aa0 65 61 63 68 20 73 61 6d 70 6c 65 20 69 73 20 65 71 75 61 6c 20 74 6f 20 4e 2c 20 74 68 65 20 6e each.sample.is.equal.to.N,.the.n
63ac0 75 6d 62 65 72 20 6f 66 20 66 61 69 6c 75 72 65 73 20 74 68 61 74 0a 20 20 20 20 20 20 20 20 20 umber.of.failures.that..........
63ae0 20 20 20 6f 63 63 75 72 72 65 64 20 62 65 66 6f 72 65 20 61 20 74 6f 74 61 6c 20 6f 66 20 6e 20 ...occurred.before.a.total.of.n.
63b00 73 75 63 63 65 73 73 65 73 20 77 61 73 20 72 65 61 63 68 65 64 2e 0a 0a 20 20 20 20 20 20 20 20 successes.was.reached...........
63b20 53 65 65 20 41 6c 73 6f 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 See.Also.........--------.......
63b40 20 20 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 6e 65 67 61 74 69 76 65 5f 62 69 6e 6f ..random.Generator.negative_bino
63b60 6d 69 61 6c 3a 20 77 68 69 63 68 20 73 68 6f 75 6c 64 20 62 65 20 75 73 65 64 20 66 6f 72 20 6e mial:.which.should.be.used.for.n
63b80 65 77 20 63 6f 64 65 2e 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20 ew.code...........Notes.........
63ba0 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 54 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 6d 61 -----.........The.probability.ma
63bc0 73 73 20 66 75 6e 63 74 69 6f 6e 20 6f 66 20 74 68 65 20 6e 65 67 61 74 69 76 65 20 62 69 6e 6f ss.function.of.the.negative.bino
63be0 6d 69 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 73 0a 0a 20 20 20 20 20 20 20 20 2e 2e mial.distribution.is............
63c00 20 6d 61 74 68 3a 3a 20 50 28 4e 3b 6e 2c 70 29 20 3d 20 5c 66 72 61 63 7b 5c 47 61 6d 6d 61 28 .math::.P(N;n,p).=.\frac{\Gamma(
63c20 4e 2b 6e 29 7d 7b 4e 21 5c 47 61 6d 6d 61 28 6e 29 7d 70 5e 7b 6e 7d 28 31 2d 70 29 5e 7b 4e 7d N+n)}{N!\Gamma(n)}p^{n}(1-p)^{N}
63c40 2c 0a 0a 20 20 20 20 20 20 20 20 77 68 65 72 65 20 3a 6d 61 74 68 3a 60 6e 60 20 69 73 20 74 68 ,..........where.:math:`n`.is.th
63c60 65 20 6e 75 6d 62 65 72 20 6f 66 20 73 75 63 63 65 73 73 65 73 2c 20 3a 6d 61 74 68 3a 60 70 60 e.number.of.successes,.:math:`p`
63c80 20 69 73 20 74 68 65 0a 20 20 20 20 20 20 20 20 70 72 6f 62 61 62 69 6c 69 74 79 20 6f 66 20 73 .is.the.........probability.of.s
63ca0 75 63 63 65 73 73 2c 20 3a 6d 61 74 68 3a 60 4e 2b 6e 60 20 69 73 20 74 68 65 20 6e 75 6d 62 65 uccess,.:math:`N+n`.is.the.numbe
63cc0 72 20 6f 66 20 74 72 69 61 6c 73 2c 20 61 6e 64 0a 20 20 20 20 20 20 20 20 3a 6d 61 74 68 3a 60 r.of.trials,.and.........:math:`
63ce0 5c 47 61 6d 6d 61 60 20 69 73 20 74 68 65 20 67 61 6d 6d 61 20 66 75 6e 63 74 69 6f 6e 2e 20 57 \Gamma`.is.the.gamma.function..W
63d00 68 65 6e 20 3a 6d 61 74 68 3a 60 6e 60 20 69 73 20 61 6e 20 69 6e 74 65 67 65 72 2c 0a 20 20 20 hen.:math:`n`.is.an.integer,....
63d20 20 20 20 20 20 3a 6d 61 74 68 3a 60 5c 66 72 61 63 7b 5c 47 61 6d 6d 61 28 4e 2b 6e 29 7d 7b 4e .....:math:`\frac{\Gamma(N+n)}{N
63d40 21 5c 47 61 6d 6d 61 28 6e 29 7d 20 3d 20 5c 62 69 6e 6f 6d 7b 4e 2b 6e 2d 31 7d 7b 4e 7d 60 2c !\Gamma(n)}.=.\binom{N+n-1}{N}`,
63d60 20 77 68 69 63 68 20 69 73 0a 20 20 20 20 20 20 20 20 74 68 65 20 6d 6f 72 65 20 63 6f 6d 6d 6f .which.is.........the.more.commo
63d80 6e 20 66 6f 72 6d 20 6f 66 20 74 68 69 73 20 74 65 72 6d 20 69 6e 20 74 68 65 20 70 6d 66 2e 20 n.form.of.this.term.in.the.pmf..
63da0 54 68 65 20 6e 65 67 61 74 69 76 65 0a 20 20 20 20 20 20 20 20 62 69 6e 6f 6d 69 61 6c 20 64 69 The.negative.........binomial.di
63dc0 73 74 72 69 62 75 74 69 6f 6e 20 67 69 76 65 73 20 74 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 stribution.gives.the.probability
63de0 20 6f 66 20 4e 20 66 61 69 6c 75 72 65 73 20 67 69 76 65 6e 20 6e 0a 20 20 20 20 20 20 20 20 73 .of.N.failures.given.n.........s
63e00 75 63 63 65 73 73 65 73 2c 20 77 69 74 68 20 61 20 73 75 63 63 65 73 73 20 6f 6e 20 74 68 65 20 uccesses,.with.a.success.on.the.
63e20 6c 61 73 74 20 74 72 69 61 6c 2e 0a 0a 20 20 20 20 20 20 20 20 49 66 20 6f 6e 65 20 74 68 72 6f last.trial...........If.one.thro
63e40 77 73 20 61 20 64 69 65 20 72 65 70 65 61 74 65 64 6c 79 20 75 6e 74 69 6c 20 74 68 65 20 74 68 ws.a.die.repeatedly.until.the.th
63e60 69 72 64 20 74 69 6d 65 20 61 20 22 31 22 20 61 70 70 65 61 72 73 2c 0a 20 20 20 20 20 20 20 20 ird.time.a."1".appears,.........
63e80 74 68 65 6e 20 74 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 69 73 74 72 69 62 75 74 69 6f then.the.probability.distributio
63ea0 6e 20 6f 66 20 74 68 65 20 6e 75 6d 62 65 72 20 6f 66 20 6e 6f 6e 2d 22 31 22 73 20 74 68 61 74 n.of.the.number.of.non-"1"s.that
63ec0 0a 20 20 20 20 20 20 20 20 61 70 70 65 61 72 20 62 65 66 6f 72 65 20 74 68 65 20 74 68 69 72 64 .........appear.before.the.third
63ee0 20 22 31 22 20 69 73 20 61 20 6e 65 67 61 74 69 76 65 20 62 69 6e 6f 6d 69 61 6c 20 64 69 73 74 ."1".is.a.negative.binomial.dist
63f00 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 66 65 72 65 6e 63 65 73 0a 20 20 ribution...........References...
63f20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 31 5d 20 ......----------............[1].
63f40 57 65 69 73 73 74 65 69 6e 2c 20 45 72 69 63 20 57 2e 20 22 4e 65 67 61 74 69 76 65 20 42 69 6e Weisstein,.Eric.W.."Negative.Bin
63f60 6f 6d 69 61 6c 20 44 69 73 74 72 69 62 75 74 69 6f 6e 2e 22 20 46 72 6f 6d 0a 20 20 20 20 20 20 omial.Distribution.".From.......
63f80 20 20 20 20 20 20 20 20 20 4d 61 74 68 57 6f 72 6c 64 2d 2d 41 20 57 6f 6c 66 72 61 6d 20 57 65 .........MathWorld--A.Wolfram.We
63fa0 62 20 52 65 73 6f 75 72 63 65 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 68 74 74 70 3a b.Resource.................http:
63fc0 2f 2f 6d 61 74 68 77 6f 72 6c 64 2e 77 6f 6c 66 72 61 6d 2e 63 6f 6d 2f 4e 65 67 61 74 69 76 65 //mathworld.wolfram.com/Negative
63fe0 42 69 6e 6f 6d 69 61 6c 44 69 73 74 72 69 62 75 74 69 6f 6e 2e 68 74 6d 6c 0a 20 20 20 20 20 20 BinomialDistribution.html.......
64000 20 20 2e 2e 20 5b 32 5d 20 57 69 6b 69 70 65 64 69 61 2c 20 22 4e 65 67 61 74 69 76 65 20 62 69 .....[2].Wikipedia,."Negative.bi
64020 6e 6f 6d 69 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 22 2c 0a 20 20 20 20 20 20 20 20 20 20 nomial.distribution",...........
64040 20 20 20 20 20 68 74 74 70 73 3a 2f 2f 65 6e 2e 77 69 6b 69 70 65 64 69 61 2e 6f 72 67 2f 77 69 .....https://en.wikipedia.org/wi
64060 6b 69 2f 4e 65 67 61 74 69 76 65 5f 62 69 6e 6f 6d 69 61 6c 5f 64 69 73 74 72 69 62 75 74 69 6f ki/Negative_binomial_distributio
64080 6e 0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d n..........Examples.........----
640a0 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 ----.........Draw.samples.from.t
640c0 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 3a 0a 0a 20 20 20 20 20 20 20 20 41 20 72 65 61 6c he.distribution:..........A.real
640e0 20 77 6f 72 6c 64 20 65 78 61 6d 70 6c 65 2e 20 41 20 63 6f 6d 70 61 6e 79 20 64 72 69 6c 6c 73 .world.example..A.company.drills
64100 20 77 69 6c 64 2d 63 61 74 20 6f 69 6c 0a 20 20 20 20 20 20 20 20 65 78 70 6c 6f 72 61 74 69 6f .wild-cat.oil.........exploratio
64120 6e 20 77 65 6c 6c 73 2c 20 65 61 63 68 20 77 69 74 68 20 61 6e 20 65 73 74 69 6d 61 74 65 64 20 n.wells,.each.with.an.estimated.
64140 70 72 6f 62 61 62 69 6c 69 74 79 20 6f 66 0a 20 20 20 20 20 20 20 20 73 75 63 63 65 73 73 20 6f probability.of.........success.o
64160 66 20 30 2e 31 2e 20 20 57 68 61 74 20 69 73 20 74 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 f.0.1...What.is.the.probability.
64180 6f 66 20 68 61 76 69 6e 67 20 6f 6e 65 20 73 75 63 63 65 73 73 0a 20 20 20 20 20 20 20 20 66 6f of.having.one.success.........fo
641a0 72 20 65 61 63 68 20 73 75 63 63 65 73 73 69 76 65 20 77 65 6c 6c 2c 20 74 68 61 74 20 69 73 20 r.each.successive.well,.that.is.
641c0 77 68 61 74 20 69 73 20 74 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 6f 66 20 61 0a 20 20 20 what.is.the.probability.of.a....
641e0 20 20 20 20 20 73 69 6e 67 6c 65 20 73 75 63 63 65 73 73 20 61 66 74 65 72 20 64 72 69 6c 6c 69 .....single.success.after.drilli
64200 6e 67 20 35 20 77 65 6c 6c 73 2c 20 61 66 74 65 72 20 36 20 77 65 6c 6c 73 2c 20 65 74 63 2e 3f ng.5.wells,.after.6.wells,.etc.?
64220 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 73 20 3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e 6e 65 67 61 ..........>>>.s.=.np.random.nega
64240 74 69 76 65 5f 62 69 6e 6f 6d 69 61 6c 28 31 2c 20 30 2e 31 2c 20 31 30 30 30 30 30 29 0a 20 20 tive_binomial(1,.0.1,.100000)...
64260 20 20 20 20 20 20 3e 3e 3e 20 66 6f 72 20 69 20 69 6e 20 72 61 6e 67 65 28 31 2c 20 31 31 29 3a ......>>>.for.i.in.range(1,.11):
64280 20 23 20 64 6f 63 74 65 73 74 3a 20 2b 53 4b 49 50 0a 20 20 20 20 20 20 20 20 2e 2e 2e 20 20 20 .#.doctest:.+SKIP...............
642a0 20 70 72 6f 62 61 62 69 6c 69 74 79 20 3d 20 73 75 6d 28 73 3c 69 29 20 2f 20 31 30 30 30 30 30 .probability.=.sum(s<i)./.100000
642c0 2e 0a 20 20 20 20 20 20 20 20 2e 2e 2e 20 20 20 20 70 72 69 6e 74 28 69 2c 20 22 77 65 6c 6c 73 .................print(i,."wells
642e0 20 64 72 69 6c 6c 65 64 2c 20 70 72 6f 62 61 62 69 6c 69 74 79 20 6f 66 20 6f 6e 65 20 73 75 63 .drilled,.probability.of.one.suc
64300 63 65 73 73 20 3d 22 2c 20 70 72 6f 62 61 62 69 6c 69 74 79 29 0a 0a 20 20 20 20 20 20 20 20 00 cess.=",.probability)...........
64320 0a 20 20 20 20 20 20 20 20 62 69 6e 6f 6d 69 61 6c 28 6e 2c 20 70 2c 20 73 69 7a 65 3d 4e 6f 6e .........binomial(n,.p,.size=Non
64340 65 29 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 61 20 e)..........Draw.samples.from.a.
64360 62 69 6e 6f 6d 69 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 binomial.distribution...........
64380 53 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 20 66 72 6f 6d 20 61 20 62 69 6e 6f 6d 69 61 Samples.are.drawn.from.a.binomia
643a0 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 77 69 74 68 20 73 70 65 63 69 66 69 65 64 0a 20 20 l.distribution.with.specified...
643c0 20 20 20 20 20 20 70 61 72 61 6d 65 74 65 72 73 2c 20 6e 20 74 72 69 61 6c 73 20 61 6e 64 20 70 ......parameters,.n.trials.and.p
643e0 20 70 72 6f 62 61 62 69 6c 69 74 79 20 6f 66 20 73 75 63 63 65 73 73 20 77 68 65 72 65 0a 20 20 .probability.of.success.where...
64400 20 20 20 20 20 20 6e 20 61 6e 20 69 6e 74 65 67 65 72 20 3e 3d 20 30 20 61 6e 64 20 70 20 69 73 ......n.an.integer.>=.0.and.p.is
64420 20 69 6e 20 74 68 65 20 69 6e 74 65 72 76 61 6c 20 5b 30 2c 31 5d 2e 20 28 6e 20 6d 61 79 20 62 .in.the.interval.[0,1]..(n.may.b
64440 65 0a 20 20 20 20 20 20 20 20 69 6e 70 75 74 20 61 73 20 61 20 66 6c 6f 61 74 2c 20 62 75 74 20 e.........input.as.a.float,.but.
64460 69 74 20 69 73 20 74 72 75 6e 63 61 74 65 64 20 74 6f 20 61 6e 20 69 6e 74 65 67 65 72 20 69 6e it.is.truncated.to.an.integer.in
64480 20 75 73 65 29 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6e 6f 74 65 3a 3a 0a 20 20 20 20 20 20 20 .use).............note::........
644a0 20 20 20 20 20 4e 65 77 20 63 6f 64 65 20 73 68 6f 75 6c 64 20 75 73 65 20 74 68 65 20 60 7e 6e .....New.code.should.use.the.`~n
644c0 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 62 69 6e 6f 6d 69 61 6c 60 0a umpy.random.Generator.binomial`.
644e0 20 20 20 20 20 20 20 20 20 20 20 20 6d 65 74 68 6f 64 20 6f 66 20 61 20 60 7e 6e 75 6d 70 79 2e ............method.of.a.`~numpy.
64500 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 60 20 69 6e 73 74 61 6e 63 65 20 69 6e 73 74 65 random.Generator`.instance.inste
64520 61 64 3b 0a 20 20 20 20 20 20 20 20 20 20 20 20 70 6c 65 61 73 65 20 73 65 65 20 74 68 65 20 3a ad;.............please.see.the.:
64540 72 65 66 3a 60 72 61 6e 64 6f 6d 2d 71 75 69 63 6b 2d 73 74 61 72 74 60 2e 0a 0a 20 20 20 20 20 ref:`random-quick-start`........
64560 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d ...Parameters.........----------
64580 0a 20 20 20 20 20 20 20 20 6e 20 3a 20 69 6e 74 20 6f 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f .........n.:.int.or.array_like.o
645a0 66 20 69 6e 74 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 20 6f 66 20 f.ints.............Parameter.of.
645c0 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2c 20 3e 3d 20 30 2e 20 46 6c 6f 61 74 73 20 61 the.distribution,.>=.0..Floats.a
645e0 72 65 20 61 6c 73 6f 20 61 63 63 65 70 74 65 64 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 62 75 re.also.accepted,.............bu
64600 74 20 74 68 65 79 20 77 69 6c 6c 20 62 65 20 74 72 75 6e 63 61 74 65 64 20 74 6f 20 69 6e 74 65 t.they.will.be.truncated.to.inte
64620 67 65 72 73 2e 0a 20 20 20 20 20 20 20 20 70 20 3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61 79 gers..........p.:.float.or.array
64640 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 50 61 72 61 _like.of.floats.............Para
64660 6d 65 74 65 72 20 6f 66 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2c 20 3e 3d 20 30 20 meter.of.the.distribution,.>=.0.
64680 61 6e 64 20 3c 3d 31 2e 0a 20 20 20 20 20 20 20 20 73 69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74 and.<=1..........size.:.int.or.t
646a0 75 70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 uple.of.ints,.optional..........
646c0 20 20 20 4f 75 74 70 75 74 20 73 68 61 70 65 2e 20 20 49 66 20 74 68 65 20 67 69 76 65 6e 20 73 ...Output.shape...If.the.given.s
646e0 68 61 70 65 20 69 73 2c 20 65 2e 67 2e 2c 20 60 60 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 hape.is,.e.g.,.``(m,.n,.k)``,.th
64700 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d en.............``m.*.n.*.k``.sam
64720 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 20 20 49 66 20 73 69 7a 65 20 69 73 20 60 60 4e 6f ples.are.drawn...If.size.is.``No
64740 6e 65 60 60 20 28 64 65 66 61 75 6c 74 29 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 61 20 73 69 ne``.(default),.............a.si
64760 6e 67 6c 65 20 76 61 6c 75 65 20 69 73 20 72 65 74 75 72 6e 65 64 20 69 66 20 60 60 6e 60 60 20 ngle.value.is.returned.if.``n``.
64780 61 6e 64 20 60 60 70 60 60 20 61 72 65 20 62 6f 74 68 20 73 63 61 6c 61 72 73 2e 0a 20 20 20 20 and.``p``.are.both.scalars......
647a0 20 20 20 20 20 20 20 20 4f 74 68 65 72 77 69 73 65 2c 20 60 60 6e 70 2e 62 72 6f 61 64 63 61 73 ........Otherwise,.``np.broadcas
647c0 74 28 6e 2c 20 70 29 2e 73 69 7a 65 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e t(n,.p).size``.samples.are.drawn
647e0 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d ...........Returns.........-----
64800 2d 2d 0a 20 20 20 20 20 20 20 20 6f 75 74 20 3a 20 6e 64 61 72 72 61 79 20 6f 72 20 73 63 61 6c --.........out.:.ndarray.or.scal
64820 61 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e 20 73 61 6d 70 6c 65 73 20 66 72 6f ar.............Drawn.samples.fro
64840 6d 20 74 68 65 20 70 61 72 61 6d 65 74 65 72 69 7a 65 64 20 62 69 6e 6f 6d 69 61 6c 20 64 69 73 m.the.parameterized.binomial.dis
64860 74 72 69 62 75 74 69 6f 6e 2c 20 77 68 65 72 65 0a 20 20 20 20 20 20 20 20 20 20 20 20 65 61 63 tribution,.where.............eac
64880 68 20 73 61 6d 70 6c 65 20 69 73 20 65 71 75 61 6c 20 74 6f 20 74 68 65 20 6e 75 6d 62 65 72 20 h.sample.is.equal.to.the.number.
648a0 6f 66 20 73 75 63 63 65 73 73 65 73 20 6f 76 65 72 20 74 68 65 20 6e 20 74 72 69 61 6c 73 2e 0a of.successes.over.the.n.trials..
648c0 0a 20 20 20 20 20 20 20 20 53 65 65 20 41 6c 73 6f 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d .........See.Also.........------
648e0 2d 2d 0a 20 20 20 20 20 20 20 20 73 63 69 70 79 2e 73 74 61 74 73 2e 62 69 6e 6f 6d 20 3a 20 70 --.........scipy.stats.binom.:.p
64900 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e 2c 20 64 69 73 robability.density.function,.dis
64920 74 72 69 62 75 74 69 6f 6e 20 6f 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 63 75 6d 75 6c 61 74 tribution.or.............cumulat
64940 69 76 65 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e 2c 20 65 74 63 2e 0a 20 20 20 20 20 ive.density.function,.etc.......
64960 20 20 20 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 62 69 6e 6f 6d 69 61 6c 3a 20 77 68 ...random.Generator.binomial:.wh
64980 69 63 68 20 73 68 6f 75 6c 64 20 62 65 20 75 73 65 64 20 66 6f 72 20 6e 65 77 20 63 6f 64 65 2e ich.should.be.used.for.new.code.
649a0 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 ..........Notes.........-----...
649c0 20 20 20 20 20 20 54 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 6f ......The.probability.density.fo
649e0 72 20 74 68 65 20 62 69 6e 6f 6d 69 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 73 0a 0a r.the.binomial.distribution.is..
64a00 20 20 20 20 20 20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20 50 28 4e 29 20 3d 20 5c 62 69 6e 6f 6d 7b ...........math::.P(N).=.\binom{
64a20 6e 7d 7b 4e 7d 70 5e 4e 28 31 2d 70 29 5e 7b 6e 2d 4e 7d 2c 0a 0a 20 20 20 20 20 20 20 20 77 68 n}{N}p^N(1-p)^{n-N},..........wh
64a40 65 72 65 20 3a 6d 61 74 68 3a 60 6e 60 20 69 73 20 74 68 65 20 6e 75 6d 62 65 72 20 6f 66 20 74 ere.:math:`n`.is.the.number.of.t
64a60 72 69 61 6c 73 2c 20 3a 6d 61 74 68 3a 60 70 60 20 69 73 20 74 68 65 20 70 72 6f 62 61 62 69 6c rials,.:math:`p`.is.the.probabil
64a80 69 74 79 0a 20 20 20 20 20 20 20 20 6f 66 20 73 75 63 63 65 73 73 2c 20 61 6e 64 20 3a 6d 61 74 ity.........of.success,.and.:mat
64aa0 68 3a 60 4e 60 20 69 73 20 74 68 65 20 6e 75 6d 62 65 72 20 6f 66 20 73 75 63 63 65 73 73 65 73 h:`N`.is.the.number.of.successes
64ac0 2e 0a 0a 20 20 20 20 20 20 20 20 57 68 65 6e 20 65 73 74 69 6d 61 74 69 6e 67 20 74 68 65 20 73 ...........When.estimating.the.s
64ae0 74 61 6e 64 61 72 64 20 65 72 72 6f 72 20 6f 66 20 61 20 70 72 6f 70 6f 72 74 69 6f 6e 20 69 6e tandard.error.of.a.proportion.in
64b00 20 61 20 70 6f 70 75 6c 61 74 69 6f 6e 20 62 79 0a 20 20 20 20 20 20 20 20 75 73 69 6e 67 20 61 .a.population.by.........using.a
64b20 20 72 61 6e 64 6f 6d 20 73 61 6d 70 6c 65 2c 20 74 68 65 20 6e 6f 72 6d 61 6c 20 64 69 73 74 72 .random.sample,.the.normal.distr
64b40 69 62 75 74 69 6f 6e 20 77 6f 72 6b 73 20 77 65 6c 6c 20 75 6e 6c 65 73 73 20 74 68 65 0a 20 20 ibution.works.well.unless.the...
64b60 20 20 20 20 20 20 70 72 6f 64 75 63 74 20 70 2a 6e 20 3c 3d 35 2c 20 77 68 65 72 65 20 70 20 3d ......product.p*n.<=5,.where.p.=
64b80 20 70 6f 70 75 6c 61 74 69 6f 6e 20 70 72 6f 70 6f 72 74 69 6f 6e 20 65 73 74 69 6d 61 74 65 2c .population.proportion.estimate,
64ba0 20 61 6e 64 20 6e 20 3d 0a 20 20 20 20 20 20 20 20 6e 75 6d 62 65 72 20 6f 66 20 73 61 6d 70 6c .and.n.=.........number.of.sampl
64bc0 65 73 2c 20 69 6e 20 77 68 69 63 68 20 63 61 73 65 20 74 68 65 20 62 69 6e 6f 6d 69 61 6c 20 64 es,.in.which.case.the.binomial.d
64be0 69 73 74 72 69 62 75 74 69 6f 6e 20 69 73 20 75 73 65 64 0a 20 20 20 20 20 20 20 20 69 6e 73 74 istribution.is.used.........inst
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65f60 3a 0a 20 20 20 20 20 20 20 20 20 20 20 20 4e 65 77 20 63 6f 64 65 20 73 68 6f 75 6c 64 20 75 73 :.............New.code.should.us
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65fe0 69 6e 73 74 65 61 64 3b 0a 20 20 20 20 20 20 20 20 20 20 20 20 70 6c 65 61 73 65 20 73 65 65 20 instead;.............please.see.
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66060 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 44 ray_like.of.floats.............D
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662a0 20 20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 ...........Drawn.samples.from.th
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662e0 6e 2e 0a 0a 20 20 20 20 20 20 20 20 53 65 65 20 41 6c 73 6f 0a 20 20 20 20 20 20 20 20 2d 2d 2d n...........See.Also.........---
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66360 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 54 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e ----.........The.probability.den
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663e0 65 7d 7b 32 5c 70 69 20 78 5e 33 7d 7d 65 5e 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 e}{2\pi.x^3}}e^.................
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664a0 6c 20 42 72 6f 77 6e 69 61 6e 20 6d 6f 74 69 6f 6e 2e 20 49 74 20 69 73 20 61 6c 73 6f 20 61 0a l.Brownian.motion..It.is.also.a.
664c0 20 20 20 20 20 20 20 20 63 6f 6d 70 65 74 69 74 6f 72 20 74 6f 20 74 68 65 20 57 65 69 62 75 6c ........competitor.to.the.Weibul
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66540 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20 20 20 20 2d 2d ...........References.........--
66560 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 31 5d 20 42 72 69 67 68 74 6f 6e --------............[1].Brighton
66580 20 57 65 62 73 20 4c 74 64 2e 2c 20 57 61 6c 64 20 44 69 73 74 72 69 62 75 74 69 6f 6e 2c 0a 20 .Webs.Ltd.,.Wald.Distribution,..
665a0 20 20 20 20 20 20 20 20 20 20 20 20 20 20 68 74 74 70 73 3a 2f 2f 77 65 62 2e 61 72 63 68 69 76 ..............https://web.archiv
665c0 65 2e 6f 72 67 2f 77 65 62 2f 32 30 30 39 30 34 32 33 30 31 34 30 31 30 2f 68 74 74 70 3a 2f 2f e.org/web/20090423014010/http://
665e0 77 77 77 2e 62 72 69 67 68 74 6f 6e 2d 77 65 62 73 2e 63 6f 2e 75 6b 3a 38 30 2f 64 69 73 74 72 www.brighton-webs.co.uk:80/distr
66600 69 62 75 74 69 6f 6e 73 2f 77 61 6c 64 2e 61 73 70 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 32 5d ibutions/wald.asp............[2]
66620 20 43 68 68 69 6b 61 72 61 2c 20 52 61 6a 20 53 2e 2c 20 61 6e 64 20 46 6f 6c 6b 73 2c 20 4a 2e .Chhikara,.Raj.S.,.and.Folks,.J.
66640 20 4c 65 72 6f 79 2c 20 22 54 68 65 20 49 6e 76 65 72 73 65 20 47 61 75 73 73 69 61 6e 0a 20 20 .Leroy,."The.Inverse.Gaussian...
66660 20 20 20 20 20 20 20 20 20 20 20 20 20 44 69 73 74 72 69 62 75 74 69 6f 6e 3a 20 54 68 65 6f 72 .............Distribution:.Theor
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666c0 38 38 2e 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 33 5d 20 57 69 6b 69 70 65 64 69 61 2c 20 22 49 88.............[3].Wikipedia,."I
666e0 6e 76 65 72 73 65 20 47 61 75 73 73 69 61 6e 20 64 69 73 74 72 69 62 75 74 69 6f 6e 22 0a 20 20 nverse.Gaussian.distribution"...
66700 20 20 20 20 20 20 20 20 20 20 20 20 20 68 74 74 70 73 3a 2f 2f 65 6e 2e 77 69 6b 69 70 65 64 69 .............https://en.wikipedi
66720 61 2e 6f 72 67 2f 77 69 6b 69 2f 49 6e 76 65 72 73 65 5f 47 61 75 73 73 69 61 6e 5f 64 69 73 74 a.org/wiki/Inverse_Gaussian_dist
66740 72 69 62 75 74 69 6f 6e 0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 ribution..........Examples......
66760 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 76 61 6c 75 65 73 20 ...--------.........Draw.values.
66780 66 72 6f 6d 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 61 6e 64 20 70 6c 6f 74 20 74 from.the.distribution.and.plot.t
667a0 68 65 20 68 69 73 74 6f 67 72 61 6d 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 69 6d 70 6f 72 he.histogram:..........>>>.impor
667c0 74 20 6d 61 74 70 6c 6f 74 6c 69 62 2e 70 79 70 6c 6f 74 20 61 73 20 70 6c 74 0a 20 20 20 20 20 t.matplotlib.pyplot.as.plt......
667e0 20 20 20 3e 3e 3e 20 68 20 3d 20 70 6c 74 2e 68 69 73 74 28 6e 70 2e 72 61 6e 64 6f 6d 2e 77 61 ...>>>.h.=.plt.hist(np.random.wa
66800 6c 64 28 33 2c 20 32 2c 20 31 30 30 30 30 30 29 2c 20 62 69 6e 73 3d 32 30 30 2c 20 64 65 6e 73 ld(3,.2,.100000),.bins=200,.dens
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66840 0a 0a 20 20 20 20 20 20 20 20 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
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668a0 6f 6d 20 61 20 52 61 79 6c 65 69 67 68 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 om.a.Rayleigh.distribution......
668c0 20 20 20 20 20 54 68 65 20 3a 6d 61 74 68 3a 60 5c 63 68 69 60 20 61 6e 64 20 57 65 69 62 75 6c .....The.:math:`\chi`.and.Weibul
668e0 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 73 20 61 72 65 20 67 65 6e 65 72 61 6c 69 7a 61 74 69 l.distributions.are.generalizati
66900 6f 6e 73 20 6f 66 20 74 68 65 0a 20 20 20 20 20 20 20 20 52 61 79 6c 65 69 67 68 2e 0a 0a 20 20 ons.of.the.........Rayleigh.....
66920 20 20 20 20 20 20 2e 2e 20 6e 6f 74 65 3a 3a 0a 20 20 20 20 20 20 20 20 20 20 20 20 4e 65 77 20 .........note::.............New.
66940 63 6f 64 65 20 73 68 6f 75 6c 64 20 75 73 65 20 74 68 65 20 60 7e 6e 75 6d 70 79 2e 72 61 6e 64 code.should.use.the.`~numpy.rand
66960 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 72 61 79 6c 65 69 67 68 60 0a 20 20 20 20 20 20 20 20 20 om.Generator.rayleigh`..........
66980 20 20 20 6d 65 74 68 6f 64 20 6f 66 20 61 20 60 7e 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 ...method.of.a.`~numpy.random.Ge
669a0 6e 65 72 61 74 6f 72 60 20 69 6e 73 74 61 6e 63 65 20 69 6e 73 74 65 61 64 3b 0a 20 20 20 20 20 nerator`.instance.instead;......
669c0 20 20 20 20 20 20 20 70 6c 65 61 73 65 20 73 65 65 20 74 68 65 20 3a 72 65 66 3a 60 72 61 6e 64 .......please.see.the.:ref:`rand
669e0 6f 6d 2d 71 75 69 63 6b 2d 73 74 61 72 74 60 2e 0a 0a 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 om-quick-start`...........Parame
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66a20 73 63 61 6c 65 20 3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66 scale.:.float.or.array_like.of.f
66a40 6c 6f 61 74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 53 63 61 6c loats,.optional.............Scal
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66ae0 61 70 65 2e 20 20 49 66 20 74 68 65 20 67 69 76 65 6e 20 73 68 61 70 65 20 69 73 2c 20 65 2e 67 ape...If.the.given.shape.is,.e.g
66b00 2e 2c 20 60 60 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20 20 20 .,.``(m,.n,.k)``,.then..........
66b20 20 20 20 60 60 6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 ...``m.*.n.*.k``.samples.are.dra
66b40 77 6e 2e 20 20 49 66 20 73 69 7a 65 20 69 73 20 60 60 4e 6f 6e 65 60 60 20 28 64 65 66 61 75 6c wn...If.size.is.``None``.(defaul
66b60 74 29 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 61 20 73 69 6e 67 6c 65 20 76 61 6c 75 65 20 69 t),.............a.single.value.i
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66ba0 6c 61 72 2e 20 20 4f 74 68 65 72 77 69 73 65 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6e lar...Otherwise,.............``n
66bc0 70 2e 61 72 72 61 79 28 73 63 61 6c 65 29 2e 73 69 7a 65 60 60 20 73 61 6d 70 6c 65 73 20 61 72 p.array(scale).size``.samples.ar
66be0 65 20 64 72 61 77 6e 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 20 20 e.drawn...........Returns.......
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66c20 6f 72 20 73 63 61 6c 61 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e 20 73 61 6d 70 or.scalar.............Drawn.samp
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66c80 6c 73 6f 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 72 61 6e lso.........--------.........ran
66ca0 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 72 61 79 6c 65 69 67 68 3a 20 77 68 69 63 68 20 73 68 dom.Generator.rayleigh:.which.sh
66cc0 6f 75 6c 64 20 62 65 20 75 73 65 64 20 66 6f 72 20 6e 65 77 20 63 6f 64 65 2e 0a 0a 20 20 20 20 ould.be.used.for.new.code.......
66ce0 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 ....Notes.........-----.........
66d00 54 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e The.probability.density.function
66d20 20 66 6f 72 20 74 68 65 20 52 61 79 6c 65 69 67 68 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 .for.the.Rayleigh.distribution.i
66d40 73 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20 50 28 78 3b 73 63 61 6c 65 29 20 s.............math::.P(x;scale).
66d60 3d 20 5c 66 72 61 63 7b 78 7d 7b 73 63 61 6c 65 5e 32 7d 65 5e 7b 5c 66 72 61 63 7b 2d 78 5e 32 =.\frac{x}{scale^2}e^{\frac{-x^2
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66e20 72 6f 2d 6d 65 61 6e 0a 20 20 20 20 20 20 20 20 47 61 75 73 73 69 61 6e 20 64 69 73 74 72 69 62 ro-mean.........Gaussian.distrib
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66e80 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 66 65 72 65 6e 63 65 73 0a 20 20 20 ibution...........References....
66ea0 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 31 5d 20 42 .....----------............[1].B
66ec0 72 69 67 68 74 6f 6e 20 57 65 62 73 20 4c 74 64 2e 2c 20 22 52 61 79 6c 65 69 67 68 20 44 69 73 righton.Webs.Ltd.,."Rayleigh.Dis
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66f00 3a 2f 2f 77 65 62 2e 61 72 63 68 69 76 65 2e 6f 72 67 2f 77 65 62 2f 32 30 30 39 30 35 31 34 30 ://web.archive.org/web/200905140
66f20 39 31 34 32 34 2f 68 74 74 70 3a 2f 2f 62 72 69 67 68 74 6f 6e 2d 77 65 62 73 2e 63 6f 2e 75 6b 91424/http://brighton-webs.co.uk
66f40 3a 38 30 2f 64 69 73 74 72 69 62 75 74 69 6f 6e 73 2f 72 61 79 6c 65 69 67 68 2e 61 73 70 0a 20 :80/distributions/rayleigh.asp..
66f60 20 20 20 20 20 20 20 2e 2e 20 5b 32 5d 20 57 69 6b 69 70 65 64 69 61 2c 20 22 52 61 79 6c 65 69 ..........[2].Wikipedia,."Raylei
66f80 67 68 20 64 69 73 74 72 69 62 75 74 69 6f 6e 22 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 gh.distribution"................
66fa0 68 74 74 70 73 3a 2f 2f 65 6e 2e 77 69 6b 69 70 65 64 69 61 2e 6f 72 67 2f 77 69 6b 69 2f 52 61 https://en.wikipedia.org/wiki/Ra
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66fe0 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 44 mples.........--------.........D
67000 72 61 77 20 76 61 6c 75 65 73 20 66 72 6f 6d 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e raw.values.from.the.distribution
67020 20 61 6e 64 20 70 6c 6f 74 20 74 68 65 20 68 69 73 74 6f 67 72 61 6d 0a 0a 20 20 20 20 20 20 20 .and.plot.the.histogram.........
67040 20 3e 3e 3e 20 66 72 6f 6d 20 6d 61 74 70 6c 6f 74 6c 69 62 2e 70 79 70 6c 6f 74 20 69 6d 70 6f .>>>.from.matplotlib.pyplot.impo
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67c40 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 31 ........----------............[1
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69d00 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 ferences.........----------.....
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69d80 20 50 72 65 73 73 2c 20 31 39 35 38 2e 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 32 5d 20 52 65 69 .Press,.1958.............[2].Rei
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69de0 20 20 20 20 20 20 20 20 20 20 56 61 6c 75 65 73 20 66 72 6f 6d 20 49 6e 73 75 72 61 6e 63 65 2c ..........Values.from.Insurance,
69e00 20 46 69 6e 61 6e 63 65 2c 20 48 79 64 72 6f 6c 6f 67 79 20 61 6e 64 20 4f 74 68 65 72 20 46 69 .Finance,.Hydrology.and.Other.Fi
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69e40 6b 68 61 75 73 65 72 20 56 65 72 6c 61 67 2c 20 32 30 30 31 2e 0a 0a 20 20 20 20 20 20 20 20 45 khauser.Verlag,.2001...........E
69e60 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 xamples.........--------........
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6a000 6e 70 2e 65 78 70 28 2d 28 62 69 6e 73 20 2d 20 6d 75 29 2f 62 65 74 61 29 0a 20 20 20 20 20 20 np.exp(-(bins.-.mu)/beta).......
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6a0c0 64 69 73 74 72 69 62 75 74 69 6f 6e 20 63 61 6e 20 61 72 69 73 65 20 66 72 6f 6d 20 61 20 47 61 distribution.can.arise.from.a.Ga
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6a1a0 20 20 20 2e 2e 2e 20 20 20 20 6d 65 61 6e 73 2e 61 70 70 65 6e 64 28 61 2e 6d 65 61 6e 28 29 29 ..........means.append(a.mean())
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6a240 6e 70 2e 73 74 64 28 6d 61 78 69 6d 61 29 20 2a 20 6e 70 2e 73 71 72 74 28 36 29 20 2f 20 6e 70 np.std(maxima).*.np.sqrt(6)./.np
6a260 2e 70 69 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 6d 75 20 3d 20 6e 70 2e 6d 65 61 6e 28 6d 61 78 .pi.........>>>.mu.=.np.mean(max
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6a2a0 70 6c 74 2e 70 6c 6f 74 28 62 69 6e 73 2c 20 28 31 2f 62 65 74 61 29 2a 6e 70 2e 65 78 70 28 2d plt.plot(bins,.(1/beta)*np.exp(-
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6a340 20 20 3e 3e 3e 20 70 6c 74 2e 70 6c 6f 74 28 62 69 6e 73 2c 20 31 2f 28 62 65 74 61 20 2a 20 6e ..>>>.plt.plot(bins,.1/(beta.*.n
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6a3e0 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 73 68 6f 77 28 29 0a 0a 20 20 20 20 20 20 20 20 ........>>>.plt.show()..........
6a400 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
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6a620 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 6c 61 70 6c 61 63 65 60 0a 20 20 20 20 20 20 20 20 20 dom.Generator.laplace`..........
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6a660 6e 65 72 61 74 6f 72 60 20 69 6e 73 74 61 6e 63 65 20 69 6e 73 74 65 61 64 3b 0a 20 20 20 20 20 nerator`.instance.instead;......
6a680 20 20 20 20 20 20 20 70 6c 65 61 73 65 20 73 65 65 20 74 68 65 20 3a 72 65 66 3a 60 72 61 6e 64 .......please.see.the.:ref:`rand
6a6a0 6f 6d 2d 71 75 69 63 6b 2d 73 74 61 72 74 60 2e 0a 0a 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 om-quick-start`...........Parame
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6a780 20 6f 66 20 66 6c 6f 61 74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 .of.floats,.optional............
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6a7c0 6c 20 64 65 63 61 79 2e 20 44 65 66 61 75 6c 74 20 69 73 20 31 2e 20 4d 75 73 74 20 62 65 20 6e l.decay..Default.is.1..Must.be.n
6a7e0 6f 6e 2d 0a 20 20 20 20 20 20 20 20 20 20 20 20 6e 65 67 61 74 69 76 65 2e 0a 20 20 20 20 20 20 on-.............negative........
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6a840 2e 20 20 49 66 20 74 68 65 20 67 69 76 65 6e 20 73 68 61 70 65 20 69 73 2c 20 65 2e 67 2e 2c 20 ...If.the.given.shape.is,.e.g.,.
6a860 60 60 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 ``(m,.n,.k)``,.then.............
6a880 60 60 6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e ``m.*.n.*.k``.samples.are.drawn.
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6a940 61 6c 65 29 2e 73 69 7a 65 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 0a 0a ale).size``.samples.are.drawn...
6a960 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a ........Returns.........-------.
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6a9a0 20 20 20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 ............Drawn.samples.from.t
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6aa40 20 66 6f 72 20 6e 65 77 20 63 6f 64 65 2e 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20 .for.new.code...........Notes...
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6aa80 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e 0a 0a 20 20 20 robability.density.function.....
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6aae0 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 5c 65 ..............................\e
6ab00 78 70 5c 6c 65 66 74 28 2d 5c 66 72 61 63 7b 7c 78 20 2d 20 5c 6d 75 7c 7d 7b 5c 6c 61 6d 62 64 xp\left(-\frac{|x.-.\mu|}{\lambd
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6ac00 20 20 20 20 20 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 20 46 6f 72 20 6d 61 6e 79 20 70 72 6f ......distribution..For.many.pro
6ac20 62 6c 65 6d 73 20 69 6e 20 65 63 6f 6e 6f 6d 69 63 73 20 61 6e 64 20 68 65 61 6c 74 68 0a 20 20 blems.in.economics.and.health...
6ac40 20 20 20 20 20 20 73 63 69 65 6e 63 65 73 2c 20 74 68 69 73 20 64 69 73 74 72 69 62 75 74 69 6f ......sciences,.this.distributio
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6aca0 69 61 6e 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 66 65 72 ian.distribution...........Refer
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6ace0 20 2e 2e 20 5b 31 5d 20 41 62 72 61 6d 6f 77 69 74 7a 2c 20 4d 2e 20 61 6e 64 20 53 74 65 67 75 ....[1].Abramowitz,.M..and.Stegu
6ad00 6e 2c 20 49 2e 20 41 2e 20 28 45 64 73 2e 29 2e 20 22 48 61 6e 64 62 6f 6f 6b 20 6f 66 0a 20 20 n,.I..A..(Eds.).."Handbook.of...
6ad20 20 20 20 20 20 20 20 20 20 20 20 20 20 4d 61 74 68 65 6d 61 74 69 63 61 6c 20 46 75 6e 63 74 69 .............Mathematical.Functi
6ad40 6f 6e 73 20 77 69 74 68 20 46 6f 72 6d 75 6c 61 73 2c 20 47 72 61 70 68 73 2c 20 61 6e 64 20 4d ons.with.Formulas,.Graphs,.and.M
6ad60 61 74 68 65 6d 61 74 69 63 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 54 61 62 6c 65 athematical................Table
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6ada0 72 2c 20 31 39 37 32 2e 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 32 5d 20 4b 6f 74 7a 2c 20 53 61 r,.1972.............[2].Kotz,.Sa
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6ae00 61 6c 69 7a 61 74 69 6f 6e 73 2c 20 22 20 42 69 72 6b 68 61 75 73 65 72 2c 20 32 30 30 31 2e 0a alizations,.".Birkhauser,.2001..
6ae20 20 20 20 20 20 20 20 20 2e 2e 20 5b 33 5d 20 57 65 69 73 73 74 65 69 6e 2c 20 45 72 69 63 20 57 ...........[3].Weisstein,.Eric.W
6ae40 2e 20 22 4c 61 70 6c 61 63 65 20 44 69 73 74 72 69 62 75 74 69 6f 6e 2e 22 0a 20 20 20 20 20 20 .."Laplace.Distribution.".......
6ae60 20 20 20 20 20 20 20 20 20 46 72 6f 6d 20 4d 61 74 68 57 6f 72 6c 64 2d 2d 41 20 57 6f 6c 66 72 .........From.MathWorld--A.Wolfr
6ae80 61 6d 20 57 65 62 20 52 65 73 6f 75 72 63 65 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 am.Web.Resource.................
6aea0 68 74 74 70 3a 2f 2f 6d 61 74 68 77 6f 72 6c 64 2e 77 6f 6c 66 72 61 6d 2e 63 6f 6d 2f 4c 61 70 http://mathworld.wolfram.com/Lap
6aec0 6c 61 63 65 44 69 73 74 72 69 62 75 74 69 6f 6e 2e 68 74 6d 6c 0a 20 20 20 20 20 20 20 20 2e 2e laceDistribution.html...........
6aee0 20 5b 34 5d 20 57 69 6b 69 70 65 64 69 61 2c 20 22 4c 61 70 6c 61 63 65 20 64 69 73 74 72 69 62 .[4].Wikipedia,."Laplace.distrib
6af00 75 74 69 6f 6e 22 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 68 74 74 70 73 3a 2f 2f 65 ution",................https://e
6af20 6e 2e 77 69 6b 69 70 65 64 69 61 2e 6f 72 67 2f 77 69 6b 69 2f 4c 61 70 6c 61 63 65 5f 64 69 73 n.wikipedia.org/wiki/Laplace_dis
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6af80 73 20 66 72 6f 6d 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 0a 0a 20 20 20 20 20 20 20 s.from.the.distribution.........
6afa0 20 3e 3e 3e 20 6c 6f 63 2c 20 73 63 61 6c 65 20 3d 20 30 2e 2c 20 31 2e 0a 20 20 20 20 20 20 20 .>>>.loc,.scale.=.0.,.1.........
6afc0 20 3e 3e 3e 20 73 20 3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e 6c 61 70 6c 61 63 65 28 6c 6f 63 2c 20 .>>>.s.=.np.random.laplace(loc,.
6afe0 73 63 61 6c 65 2c 20 31 30 30 30 29 0a 0a 20 20 20 20 20 20 20 20 44 69 73 70 6c 61 79 20 74 68 scale,.1000)..........Display.th
6b000 65 20 68 69 73 74 6f 67 72 61 6d 20 6f 66 20 74 68 65 20 73 61 6d 70 6c 65 73 2c 20 61 6c 6f 6e e.histogram.of.the.samples,.alon
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6b060 70 6f 72 74 20 6d 61 74 70 6c 6f 74 6c 69 62 2e 70 79 70 6c 6f 74 20 61 73 20 70 6c 74 0a 20 20 port.matplotlib.pyplot.as.plt...
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6b140 20 20 20 20 50 6c 6f 74 20 47 61 75 73 73 69 61 6e 20 66 6f 72 20 63 6f 6d 70 61 72 69 73 6f 6e ....Plot.Gaussian.for.comparison
6b160 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 67 20 3d 20 28 31 2f 28 73 63 61 6c 65 20 2a 20 6e :..........>>>.g.=.(1/(scale.*.n
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6b1e0 6f 74 28 78 2c 67 29 0a 0a 20 20 20 20 20 20 20 20 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ot(x,g).........................
6b200 0a 20 20 20 20 20 20 20 20 70 6f 77 65 72 28 61 2c 20 73 69 7a 65 3d 4e 6f 6e 65 29 0a 0a 20 20 .........power(a,.size=None)....
6b220 20 20 20 20 20 20 44 72 61 77 73 20 73 61 6d 70 6c 65 73 20 69 6e 20 5b 30 2c 20 31 5d 20 66 72 ......Draws.samples.in.[0,.1].fr
6b240 6f 6d 20 61 20 70 6f 77 65 72 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 77 69 74 68 20 70 6f 73 om.a.power.distribution.with.pos
6b260 69 74 69 76 65 0a 20 20 20 20 20 20 20 20 65 78 70 6f 6e 65 6e 74 20 61 20 2d 20 31 2e 0a 0a 20 itive.........exponent.a.-.1....
6b280 20 20 20 20 20 20 20 41 6c 73 6f 20 6b 6e 6f 77 6e 20 61 73 20 74 68 65 20 70 6f 77 65 72 20 66 .......Also.known.as.the.power.f
6b2a0 75 6e 63 74 69 6f 6e 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 2e unction.distribution............
6b2c0 2e 20 6e 6f 74 65 3a 3a 0a 20 20 20 20 20 20 20 20 20 20 20 20 4e 65 77 20 63 6f 64 65 20 73 68 ..note::.............New.code.sh
6b2e0 6f 75 6c 64 20 75 73 65 20 74 68 65 20 60 7e 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 ould.use.the.`~numpy.random.Gene
6b300 72 61 74 6f 72 2e 70 6f 77 65 72 60 0a 20 20 20 20 20 20 20 20 20 20 20 20 6d 65 74 68 6f 64 20 rator.power`.............method.
6b320 6f 66 20 61 20 60 7e 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 60 20 69 of.a.`~numpy.random.Generator`.i
6b340 6e 73 74 61 6e 63 65 20 69 6e 73 74 65 61 64 3b 0a 20 20 20 20 20 20 20 20 20 20 20 20 70 6c 65 nstance.instead;.............ple
6b360 61 73 65 20 73 65 65 20 74 68 65 20 3a 72 65 66 3a 60 72 61 6e 64 6f 6d 2d 71 75 69 63 6b 2d 73 ase.see.the.:ref:`random-quick-s
6b380 74 61 72 74 60 2e 0a 0a 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 tart`...........Parameters......
6b3a0 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 61 20 3a 20 66 6c 6f 61 74 20 ...----------.........a.:.float.
6b3c0 6f 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a 20 20 20 20 20 20 20 20 or.array_like.of.floats.........
6b3e0 20 20 20 20 50 61 72 61 6d 65 74 65 72 20 6f 66 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f ....Parameter.of.the.distributio
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6b440 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 75 74 70 75 74 20 73 68 61 70 65 2e tional.............Output.shape.
6b460 20 20 49 66 20 74 68 65 20 67 69 76 65 6e 20 73 68 61 70 65 20 69 73 2c 20 65 2e 67 2e 2c 20 60 ..If.the.given.shape.is,.e.g.,.`
6b480 60 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 `(m,.n,.k)``,.then.............`
6b4a0 60 6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 20 `m.*.n.*.k``.samples.are.drawn..
6b4c0 20 49 66 20 73 69 7a 65 20 69 73 20 60 60 4e 6f 6e 65 60 60 20 28 64 65 66 61 75 6c 74 29 2c 0a .If.size.is.``None``.(default),.
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6b560 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 ......Returns.........-------...
6b580 20 20 20 20 20 20 6f 75 74 20 3a 20 6e 64 61 72 72 61 79 20 6f 72 20 73 63 61 6c 61 72 0a 20 20 ......out.:.ndarray.or.scalar...
6b5a0 20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 ..........Drawn.samples.from.the
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6b5e0 6e 2e 0a 0a 20 20 20 20 20 20 20 20 52 61 69 73 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d n...........Raises.........-----
6b600 2d 0a 20 20 20 20 20 20 20 20 56 61 6c 75 65 45 72 72 6f 72 0a 20 20 20 20 20 20 20 20 20 20 20 -.........ValueError............
6b620 20 49 66 20 61 20 3c 3d 20 30 2e 0a 0a 20 20 20 20 20 20 20 20 53 65 65 20 41 6c 73 6f 0a 20 20 .If.a.<=.0...........See.Also...
6b640 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 72 61 6e 64 6f 6d 2e 47 65 ......--------.........random.Ge
6b660 6e 65 72 61 74 6f 72 2e 70 6f 77 65 72 3a 20 77 68 69 63 68 20 73 68 6f 75 6c 64 20 62 65 20 75 nerator.power:.which.should.be.u
6b680 73 65 64 20 66 6f 72 20 6e 65 77 20 63 6f 64 65 2e 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 sed.for.new.code...........Notes
6b6a0 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 54 68 65 20 70 72 6f 62 61 .........-----.........The.proba
6b6c0 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e 20 69 73 0a 0a 20 20 20 20 bility.density.function.is......
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6b700 2c 20 30 20 5c 6c 65 20 78 20 5c 6c 65 20 31 2c 20 61 3e 30 2e 0a 0a 20 20 20 20 20 20 20 20 54 ,.0.\le.x.\le.1,.a>0...........T
6b720 68 65 20 70 6f 77 65 72 20 66 75 6e 63 74 69 6f 6e 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 he.power.function.distribution.i
6b740 73 20 6a 75 73 74 20 74 68 65 20 69 6e 76 65 72 73 65 20 6f 66 20 74 68 65 20 50 61 72 65 74 6f s.just.the.inverse.of.the.Pareto
6b760 0a 20 20 20 20 20 20 20 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 20 49 74 20 6d 61 79 20 61 6c .........distribution..It.may.al
6b780 73 6f 20 62 65 20 73 65 65 6e 20 61 73 20 61 20 73 70 65 63 69 61 6c 20 63 61 73 65 20 6f 66 20 so.be.seen.as.a.special.case.of.
6b7a0 74 68 65 20 42 65 74 61 0a 20 20 20 20 20 20 20 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a the.Beta.........distribution...
6b7c0 20 20 20 20 20 20 20 20 49 74 20 69 73 20 75 73 65 64 2c 20 66 6f 72 20 65 78 61 6d 70 6c 65 2c ........It.is.used,.for.example,
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6b800 6f 66 20 69 6e 73 75 72 61 6e 63 65 0a 20 20 20 20 20 20 20 20 63 6c 61 69 6d 73 2e 0a 0a 20 20 of.insurance.........claims.....
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6b840 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 31 5d 20 43 68 72 69 73 74 69 61 6e 20 4b 6c 65 ---............[1].Christian.Kle
6b860 69 62 65 72 2c 20 53 61 6d 75 65 6c 20 4b 6f 74 7a 2c 20 22 53 74 61 74 69 73 74 69 63 61 6c 20 iber,.Samuel.Kotz,."Statistical.
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6b940 4d 61 6e 75 61 6c 2c 20 56 6f 6c 75 6d 65 20 32 3a 20 4c 65 74 20 53 75 62 63 6f 6d 6d 61 6e 64 Manual,.Volume.2:.Let.Subcommand
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6b9e0 33 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 68 74 74 70 73 3a 2f 2f 77 77 77 2e 69 74 3.................https://www.it
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6c020 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 61 20 57 65 69 62 ........Draw.samples.from.a.Weib
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6c0e0 7d 0a 0a 20 20 20 20 20 20 20 20 48 65 72 65 2c 20 55 20 69 73 20 64 72 61 77 6e 20 66 72 6f 6d }..........Here,.U.is.drawn.from
6c100 20 74 68 65 20 75 6e 69 66 6f 72 6d 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 6f 76 65 72 20 28 .the.uniform.distribution.over.(
6c120 30 2c 31 5d 2e 0a 0a 20 20 20 20 20 20 20 20 54 68 65 20 6d 6f 72 65 20 63 6f 6d 6d 6f 6e 20 32 0,1]...........The.more.common.2
6c140 2d 70 61 72 61 6d 65 74 65 72 20 57 65 69 62 75 6c 6c 2c 20 69 6e 63 6c 75 64 69 6e 67 20 61 20 -parameter.Weibull,.including.a.
6c160 73 63 61 6c 65 20 70 61 72 61 6d 65 74 65 72 0a 20 20 20 20 20 20 20 20 3a 6d 61 74 68 3a 60 5c scale.parameter.........:math:`\
6c180 6c 61 6d 62 64 61 60 20 69 73 20 6a 75 73 74 20 3a 6d 61 74 68 3a 60 58 20 3d 20 5c 6c 61 6d 62 lambda`.is.just.:math:`X.=.\lamb
6c1a0 64 61 28 2d 6c 6e 28 55 29 29 5e 7b 31 2f 61 7d 60 2e 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6e da(-ln(U))^{1/a}`..............n
6c1c0 6f 74 65 3a 3a 0a 20 20 20 20 20 20 20 20 20 20 20 20 4e 65 77 20 63 6f 64 65 20 73 68 6f 75 6c ote::.............New.code.shoul
6c1e0 64 20 75 73 65 20 74 68 65 20 60 7e 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 d.use.the.`~numpy.random.Generat
6c200 6f 72 2e 77 65 69 62 75 6c 6c 60 0a 20 20 20 20 20 20 20 20 20 20 20 20 6d 65 74 68 6f 64 20 6f or.weibull`.............method.o
6c220 66 20 61 20 60 7e 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 60 20 69 6e f.a.`~numpy.random.Generator`.in
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6c260 73 65 20 73 65 65 20 74 68 65 20 3a 72 65 66 3a 60 72 61 6e 64 6f 6d 2d 71 75 69 63 6b 2d 73 74 se.see.the.:ref:`random-quick-st
6c280 61 72 74 60 2e 0a 0a 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20 art`...........Parameters.......
6c2a0 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 61 20 3a 20 66 6c 6f 61 74 20 6f ..----------.........a.:.float.o
6c2c0 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a 20 20 20 20 20 20 20 20 20 r.array_like.of.floats..........
6c2e0 20 20 20 53 68 61 70 65 20 70 61 72 61 6d 65 74 65 72 20 6f 66 20 74 68 65 20 64 69 73 74 72 69 ...Shape.parameter.of.the.distri
6c300 62 75 74 69 6f 6e 2e 20 20 4d 75 73 74 20 62 65 20 6e 6f 6e 6e 65 67 61 74 69 76 65 2e 0a 20 20 bution...Must.be.nonnegative....
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6c340 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 75 74 70 75 74 20 73 s,.optional.............Output.s
6c360 68 61 70 65 2e 20 20 49 66 20 74 68 65 20 67 69 76 65 6e 20 73 68 61 70 65 20 69 73 2c 20 65 2e hape...If.the.given.shape.is,.e.
6c380 67 2e 2c 20 60 60 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20 20 g.,.``(m,.n,.k)``,.then.........
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6c3c0 61 77 6e 2e 20 20 49 66 20 73 69 7a 65 20 69 73 20 60 60 4e 6f 6e 65 60 60 20 28 64 65 66 61 75 awn...If.size.is.``None``.(defau
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6c460 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d ...........Returns.........-----
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6c4a0 61 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e 20 73 61 6d 70 6c 65 73 20 66 72 6f ar.............Drawn.samples.fro
6c4c0 6d 20 74 68 65 20 70 61 72 61 6d 65 74 65 72 69 7a 65 64 20 57 65 69 62 75 6c 6c 20 64 69 73 74 m.the.parameterized.Weibull.dist
6c4e0 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 53 65 65 20 41 6c 73 6f 0a 20 20 20 20 ribution...........See.Also.....
6c500 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 73 63 69 70 79 2e 73 74 61 74 73 ....--------.........scipy.stats
6c520 2e 77 65 69 62 75 6c 6c 5f 6d 61 78 0a 20 20 20 20 20 20 20 20 73 63 69 70 79 2e 73 74 61 74 73 .weibull_max.........scipy.stats
6c540 2e 77 65 69 62 75 6c 6c 5f 6d 69 6e 0a 20 20 20 20 20 20 20 20 73 63 69 70 79 2e 73 74 61 74 73 .weibull_min.........scipy.stats
6c560 2e 67 65 6e 65 78 74 72 65 6d 65 0a 20 20 20 20 20 20 20 20 67 75 6d 62 65 6c 0a 20 20 20 20 20 .genextreme.........gumbel......
6c580 20 20 20 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 77 65 69 62 75 6c 6c 3a 20 77 68 69 ...random.Generator.weibull:.whi
6c5a0 63 68 20 73 68 6f 75 6c 64 20 62 65 20 75 73 65 64 20 66 6f 72 20 6e 65 77 20 63 6f 64 65 2e 0a ch.should.be.used.for.new.code..
6c5c0 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 20 .........Notes.........-----....
6c5e0 20 20 20 20 20 54 68 65 20 57 65 69 62 75 6c 6c 20 28 6f 72 20 54 79 70 65 20 49 49 49 20 61 73 .....The.Weibull.(or.Type.III.as
6c600 79 6d 70 74 6f 74 69 63 20 65 78 74 72 65 6d 65 20 76 61 6c 75 65 20 64 69 73 74 72 69 62 75 74 ymptotic.extreme.value.distribut
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6c640 20 53 45 56 20 54 79 70 65 20 49 49 49 2c 20 6f 72 20 52 6f 73 69 6e 2d 52 61 6d 6d 6c 65 72 0a .SEV.Type.III,.or.Rosin-Rammler.
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6c680 61 20 63 6c 61 73 73 20 6f 66 20 47 65 6e 65 72 61 6c 69 7a 65 64 20 45 78 74 72 65 6d 65 20 56 a.class.of.Generalized.Extreme.V
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6c6c0 20 75 73 65 64 20 69 6e 20 6d 6f 64 65 6c 69 6e 67 20 65 78 74 72 65 6d 65 20 76 61 6c 75 65 20 .used.in.modeling.extreme.value.
6c6e0 70 72 6f 62 6c 65 6d 73 2e 0a 20 20 20 20 20 20 20 20 54 68 69 73 20 63 6c 61 73 73 20 69 6e 63 problems..........This.class.inc
6c700 6c 75 64 65 73 20 74 68 65 20 47 75 6d 62 65 6c 20 61 6e 64 20 46 72 65 63 68 65 74 20 64 69 73 ludes.the.Gumbel.and.Frechet.dis
6c720 74 72 69 62 75 74 69 6f 6e 73 2e 0a 0a 20 20 20 20 20 20 20 20 54 68 65 20 70 72 6f 62 61 62 69 tributions...........The.probabi
6c740 6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 6f 72 20 74 68 65 20 57 65 69 62 75 6c 6c 20 64 69 73 lity.density.for.the.Weibull.dis
6c760 74 72 69 62 75 74 69 6f 6e 20 69 73 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20 tribution.is.............math::.
6c780 70 28 78 29 20 3d 20 5c 66 72 61 63 7b 61 7d 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 p(x).=.\frac{a}.................
6c7a0 20 20 20 20 20 20 20 20 20 7b 5c 6c 61 6d 62 64 61 7d 28 5c 66 72 61 63 7b 78 7d 7b 5c 6c 61 6d .........{\lambda}(\frac{x}{\lam
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6c7e0 20 20 20 20 20 20 20 20 77 68 65 72 65 20 3a 6d 61 74 68 3a 60 61 60 20 69 73 20 74 68 65 20 73 ........where.:math:`a`.is.the.s
6c800 68 61 70 65 20 61 6e 64 20 3a 6d 61 74 68 3a 60 5c 6c 61 6d 62 64 61 60 20 74 68 65 20 73 63 61 hape.and.:math:`\lambda`.the.sca
6c820 6c 65 2e 0a 0a 20 20 20 20 20 20 20 20 54 68 65 20 66 75 6e 63 74 69 6f 6e 20 68 61 73 20 69 74 le...........The.function.has.it
6c840 73 20 70 65 61 6b 20 28 74 68 65 20 6d 6f 64 65 29 20 61 74 0a 20 20 20 20 20 20 20 20 3a 6d 61 s.peak.(the.mode).at.........:ma
6c860 74 68 3a 60 5c 6c 61 6d 62 64 61 28 5c 66 72 61 63 7b 61 2d 31 7d 7b 61 7d 29 5e 7b 31 2f 61 7d th:`\lambda(\frac{a-1}{a})^{1/a}
6c880 60 2e 0a 0a 20 20 20 20 20 20 20 20 57 68 65 6e 20 60 60 61 20 3d 20 31 60 60 2c 20 74 68 65 20 `...........When.``a.=.1``,.the.
6c8a0 57 65 69 62 75 6c 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 72 65 64 75 63 65 73 20 74 6f 20 Weibull.distribution.reduces.to.
6c8c0 74 68 65 20 65 78 70 6f 6e 65 6e 74 69 61 6c 0a 20 20 20 20 20 20 20 20 64 69 73 74 72 69 62 75 the.exponential.........distribu
6c8e0 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20 20 tion...........References.......
6c900 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 31 5d 20 57 61 6c 6f ..----------............[1].Walo
6c920 64 64 69 20 57 65 69 62 75 6c 6c 2c 20 52 6f 79 61 6c 20 54 65 63 68 6e 69 63 61 6c 20 55 6e 69 ddi.Weibull,.Royal.Technical.Uni
6c940 76 65 72 73 69 74 79 2c 20 53 74 6f 63 6b 68 6f 6c 6d 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 versity,.Stockholm,.............
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6d9a0 66 6f 72 0a 20 20 20 20 20 20 20 20 70 72 6f 6a 65 63 74 73 20 69 6e 20 53 6f 75 72 63 65 66 6f for.........projects.in.Sourcefo
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6da00 69 62 75 74 69 6f 6e 73 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 66 65 72 65 6e 63 65 73 0a 20 20 ibutions...........References...
6da20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 31 5d 20 ......----------............[1].
6da40 46 72 61 6e 63 69 73 20 48 75 6e 74 20 61 6e 64 20 50 61 75 6c 20 4a 6f 68 6e 73 6f 6e 2c 20 4f Francis.Hunt.and.Paul.Johnson,.O
6da60 6e 20 74 68 65 20 50 61 72 65 74 6f 20 44 69 73 74 72 69 62 75 74 69 6f 6e 20 6f 66 0a 20 20 20 n.the.Pareto.Distribution.of....
6da80 20 20 20 20 20 20 20 20 20 20 20 20 53 6f 75 72 63 65 66 6f 72 67 65 20 70 72 6f 6a 65 63 74 73 ............Sourceforge.projects
6daa0 2e 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 32 5d 20 50 61 72 65 74 6f 2c 20 56 2e 20 28 31 38 39 .............[2].Pareto,.V..(189
6dac0 36 29 2e 20 43 6f 75 72 73 65 20 6f 66 20 50 6f 6c 69 74 69 63 61 6c 20 45 63 6f 6e 6f 6d 79 2e 6)..Course.of.Political.Economy.
6dae0 20 4c 61 75 73 61 6e 6e 65 2e 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 33 5d 20 52 65 69 73 73 2c .Lausanne.............[3].Reiss,
6db00 20 52 2e 44 2e 2c 20 54 68 6f 6d 61 73 2c 20 4d 2e 28 32 30 30 31 29 2c 20 53 74 61 74 69 73 74 .R.D.,.Thomas,.M.(2001),.Statist
6db20 69 63 61 6c 20 41 6e 61 6c 79 73 69 73 20 6f 66 20 45 78 74 72 65 6d 65 0a 20 20 20 20 20 20 20 ical.Analysis.of.Extreme........
6db40 20 20 20 20 20 20 20 20 56 61 6c 75 65 73 2c 20 42 69 72 6b 68 61 75 73 65 72 20 56 65 72 6c 61 ........Values,.Birkhauser.Verla
6db60 67 2c 20 42 61 73 65 6c 2c 20 70 70 20 32 33 2d 33 30 2e 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b g,.Basel,.pp.23-30.............[
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6dfe0 20 20 20 20 20 20 20 20 2e 2e 20 6e 6f 74 65 3a 3a 0a 20 20 20 20 20 20 20 20 20 20 20 20 4e 65 ...........note::.............Ne
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6e060 47 65 6e 65 72 61 74 6f 72 60 20 69 6e 73 74 61 6e 63 65 20 69 6e 73 74 65 61 64 3b 0a 20 20 20 Generator`.instance.instead;....
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6e0a0 6e 64 6f 6d 2d 71 75 69 63 6b 2d 73 74 61 72 74 60 2e 0a 0a 20 20 20 20 20 20 20 20 50 61 72 61 ndom-quick-start`...........Para
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6e300 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d ...........Returns.........-----
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6e340 61 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e 20 73 61 6d 70 6c 65 73 20 66 72 6f ar.............Drawn.samples.fro
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6e380 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 53 65 65 20 41 6c 73 6f 0a 20 20 stribution...........See.Also...
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6e460 65 64 20 66 6f 72 20 6e 65 77 20 63 6f 64 65 2e 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a ed.for.new.code...........Notes.
6e480 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 54 68 65 20 70 72 6f 62 61 62 ........-----.........The.probab
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6e4e0 3a 3a 20 70 28 78 29 20 3d 20 5c 66 72 61 63 7b 65 5e 7b 5c 6b 61 70 70 61 20 63 6f 73 28 78 2d ::.p(x).=.\frac{e^{\kappa.cos(x-
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6e680 64 2e 20 20 48 65 20 77 6f 72 6b 65 64 20 69 6e 0a 20 20 20 20 20 20 20 20 70 72 6f 62 61 62 69 d...He.worked.in.........probabi
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6e720 20 5b 31 5d 20 41 62 72 61 6d 6f 77 69 74 7a 2c 20 4d 2e 20 61 6e 64 20 53 74 65 67 75 6e 2c 20 .[1].Abramowitz,.M..and.Stegun,.
6e740 49 2e 20 41 2e 20 28 45 64 73 2e 29 2e 20 22 48 61 6e 64 62 6f 6f 6b 20 6f 66 0a 20 20 20 20 20 I..A..(Eds.).."Handbook.of......
6e760 20 20 20 20 20 20 20 20 20 20 4d 61 74 68 65 6d 61 74 69 63 61 6c 20 46 75 6e 63 74 69 6f 6e 73 ..........Mathematical.Functions
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6ff00 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 20 20 44 65 66 61 75 6c 74 20 69 73 20 4e samples.are.drawn...Default.is.N
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700e0 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 28 5c 66 72 61 63 7b 78 2d 78 5f 30 7d 7b 5c 67 ................(\frac{x-x_0}{\g
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70280 78 20 61 78 69 73 2e 0a 0a 20 20 20 20 20 20 20 20 57 68 65 6e 20 73 74 75 64 79 69 6e 67 20 68 x.axis...........When.studying.h
702a0 79 70 6f 74 68 65 73 69 73 20 74 65 73 74 73 20 74 68 61 74 20 61 73 73 75 6d 65 20 6e 6f 72 6d ypothesis.tests.that.assume.norm
702c0 61 6c 69 74 79 2c 20 73 65 65 69 6e 67 20 68 6f 77 20 74 68 65 0a 20 20 20 20 20 20 20 20 74 65 ality,.seeing.how.the.........te
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703c0 20 20 20 20 20 20 20 20 52 65 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d ........References.........-----
703e0 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 31 5d 20 4e 49 53 54 2f 53 45 4d 41 54 45 -----............[1].NIST/SEMATE
70400 43 48 20 65 2d 48 61 6e 64 62 6f 6f 6b 20 6f 66 20 53 74 61 74 69 73 74 69 63 61 6c 20 4d 65 74 CH.e-Handbook.of.Statistical.Met
70420 68 6f 64 73 2c 20 22 43 61 75 63 68 79 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 44 69 73 74 hods,."Cauchy...............Dist
70440 72 69 62 75 74 69 6f 6e 22 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 68 74 74 70 73 3a 2f ribution",...............https:/
70460 2f 77 77 77 2e 69 74 6c 2e 6e 69 73 74 2e 67 6f 76 2f 64 69 76 38 39 38 2f 68 61 6e 64 62 6f 6f /www.itl.nist.gov/div898/handboo
70480 6b 2f 65 64 61 2f 73 65 63 74 69 6f 6e 33 2f 65 64 61 33 36 36 33 2e 68 74 6d 0a 20 20 20 20 20 k/eda/section3/eda3663.htm......
704a0 20 20 20 2e 2e 20 5b 32 5d 20 57 65 69 73 73 74 65 69 6e 2c 20 45 72 69 63 20 57 2e 20 22 43 61 ......[2].Weisstein,.Eric.W.."Ca
704c0 75 63 68 79 20 44 69 73 74 72 69 62 75 74 69 6f 6e 2e 22 20 46 72 6f 6d 20 4d 61 74 68 57 6f 72 uchy.Distribution.".From.MathWor
704e0 6c 64 2d 2d 41 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 57 6f 6c 66 72 61 6d 20 57 65 62 20 ld--A...............Wolfram.Web.
70500 52 65 73 6f 75 72 63 65 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 68 74 74 70 3a 2f 2f 6d Resource................http://m
70520 61 74 68 77 6f 72 6c 64 2e 77 6f 6c 66 72 61 6d 2e 63 6f 6d 2f 43 61 75 63 68 79 44 69 73 74 72 athworld.wolfram.com/CauchyDistr
70540 69 62 75 74 69 6f 6e 2e 68 74 6d 6c 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 33 5d 20 57 69 6b 69 ibution.html............[3].Wiki
70560 70 65 64 69 61 2c 20 22 43 61 75 63 68 79 20 64 69 73 74 72 69 62 75 74 69 6f 6e 22 0a 20 20 20 pedia,."Cauchy.distribution"....
70580 20 20 20 20 20 20 20 20 20 20 20 68 74 74 70 73 3a 2f 2f 65 6e 2e 77 69 6b 69 70 65 64 69 61 2e ...........https://en.wikipedia.
705a0 6f 72 67 2f 77 69 6b 69 2f 43 61 75 63 68 79 5f 64 69 73 74 72 69 62 75 74 69 6f 6e 0a 0a 20 20 org/wiki/Cauchy_distribution....
705c0 20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a ......Examples.........--------.
705e0 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 61 6e 64 20 70 6c 6f 74 20 74 68 ........Draw.samples.and.plot.th
70600 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 69 6d 70 e.distribution:..........>>>.imp
70620 6f 72 74 20 6d 61 74 70 6c 6f 74 6c 69 62 2e 70 79 70 6c 6f 74 20 61 73 20 70 6c 74 0a 20 20 20 ort.matplotlib.pyplot.as.plt....
70640 20 20 20 20 20 3e 3e 3e 20 73 20 3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e 73 74 61 6e 64 61 72 64 5f .....>>>.s.=.np.random.standard_
70660 63 61 75 63 68 79 28 31 30 30 30 30 30 30 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 73 20 3d 20 cauchy(1000000).........>>>.s.=.
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706a0 64 69 73 74 72 69 62 75 74 69 6f 6e 20 73 6f 20 69 74 20 70 6c 6f 74 73 20 77 65 6c 6c 0a 20 20 distribution.so.it.plots.well...
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706e0 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 73 68 6f 77 28 29 0a 0a 20 20 20 20 20 20 20 20 ........>>>.plt.show()..........
70700 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
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70740 2c 20 6e 6f 6e 63 2c 20 73 69 7a 65 3d 4e 6f 6e 65 29 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 ,.nonc,.size=None)..........Draw
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70780 71 75 61 72 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 54 68 65 quare.distribution...........The
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707c0 69 62 75 74 69 6f 6e 20 69 73 20 61 20 67 65 6e 65 72 61 6c 69 7a 61 74 69 6f 6e 20 6f 66 0a 20 ibution.is.a.generalization.of..
707e0 20 20 20 20 20 20 20 74 68 65 20 3a 6d 61 74 68 3a 60 5c 63 68 69 5e 32 60 20 64 69 73 74 72 69 .......the.:math:`\chi^2`.distri
70800 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6e 6f 74 65 3a 3a 0a 20 20 20 20 20 bution..............note::......
70820 20 20 20 20 20 20 20 4e 65 77 20 63 6f 64 65 20 73 68 6f 75 6c 64 20 75 73 65 20 74 68 65 0a 20 .......New.code.should.use.the..
70840 20 20 20 20 20 20 20 20 20 20 20 60 7e 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 ...........`~numpy.random.Genera
70860 74 6f 72 2e 6e 6f 6e 63 65 6e 74 72 61 6c 5f 63 68 69 73 71 75 61 72 65 60 0a 20 20 20 20 20 20 tor.noncentral_chisquare`.......
70880 20 20 20 20 20 20 6d 65 74 68 6f 64 20 6f 66 20 61 20 60 7e 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d ......method.of.a.`~numpy.random
708a0 2e 47 65 6e 65 72 61 74 6f 72 60 20 69 6e 73 74 61 6e 63 65 20 69 6e 73 74 65 61 64 3b 0a 20 20 .Generator`.instance.instead;...
708c0 20 20 20 20 20 20 20 20 20 20 70 6c 65 61 73 65 20 73 65 65 20 74 68 65 20 3a 72 65 66 3a 60 72 ..........please.see.the.:ref:`r
708e0 61 6e 64 6f 6d 2d 71 75 69 63 6b 2d 73 74 61 72 74 60 2e 0a 0a 20 20 20 20 20 20 20 20 50 61 72 andom-quick-start`...........Par
70900 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 ameters.........----------......
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70940 6c 6f 61 74 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 44 65 67 72 65 65 73 20 6f 66 20 66 72 65 loats.............Degrees.of.fre
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70980 2e 2e 20 76 65 72 73 69 6f 6e 63 68 61 6e 67 65 64 3a 3a 20 31 2e 31 30 2e 30 0a 20 20 20 20 20 ...versionchanged::.1.10.0......
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709c0 20 72 65 71 75 69 72 65 64 20 64 66 6e 75 6d 20 3e 20 31 2e 0a 20 20 20 20 20 20 20 20 6e 6f 6e .required.dfnum.>.1..........non
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70b40 68 20 73 63 61 6c 61 72 73 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 74 68 65 72 77 69 73 65 h.scalars..............Otherwise
70b60 2c 20 60 60 6e 70 2e 62 72 6f 61 64 63 61 73 74 28 64 66 2c 20 6e 6f 6e 63 29 2e 73 69 7a 65 60 ,.``np.broadcast(df,.nonc).size`
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70ba0 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6f 75 turns.........-------.........ou
70bc0 74 20 3a 20 6e 64 61 72 72 61 79 20 6f 72 20 73 63 61 6c 61 72 0a 20 20 20 20 20 20 20 20 20 20 t.:.ndarray.or.scalar...........
70be0 20 20 44 72 61 77 6e 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 70 61 72 61 6d 65 74 ..Drawn.samples.from.the.paramet
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70c40 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 72 61 6e 64 6f 6d 2e 47 65 6e .....--------.........random.Gen
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70c80 63 68 20 73 68 6f 75 6c 64 20 62 65 20 75 73 65 64 20 66 6f 72 20 6e 65 77 20 63 6f 64 65 2e 0a ch.should.be.used.for.new.code..
70ca0 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 20 .........Notes.........-----....
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70d00 61 72 65 0a 20 20 20 20 20 20 20 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 73 0a 0a 20 20 20 are.........distribution.is.....
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70d40 75 6d 5e 7b 5c 69 6e 66 74 79 7d 5f 7b 69 3d 30 7d 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 um^{\infty}_{i=0}...............
70d60 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 5c 66 72 61 63 7b 65 5e 7b 2d 6e 6f 6e 63 2f .................\frac{e^{-nonc/
70d80 32 7d 28 6e 6f 6e 63 2f 32 29 5e 7b 69 7d 7d 7b 69 21 7d 0a 20 20 20 20 20 20 20 20 20 20 20 20 2}(nonc/2)^{i}}{i!}.............
70da0 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 50 5f 7b 59 5f 7b 64 66 2b 32 69 7d 7d ...................P_{Y_{df+2i}}
70dc0 28 78 29 2c 0a 0a 20 20 20 20 20 20 20 20 77 68 65 72 65 20 3a 6d 61 74 68 3a 60 59 5f 7b 71 7d (x),..........where.:math:`Y_{q}
70de0 60 20 69 73 20 74 68 65 20 43 68 69 2d 73 71 75 61 72 65 20 77 69 74 68 20 71 20 64 65 67 72 65 `.is.the.Chi-square.with.q.degre
70e00 65 73 20 6f 66 20 66 72 65 65 64 6f 6d 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 66 65 72 65 6e 63 es.of.freedom...........Referenc
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70e40 20 5b 31 5d 20 57 69 6b 69 70 65 64 69 61 2c 20 22 4e 6f 6e 63 65 6e 74 72 61 6c 20 63 68 69 2d .[1].Wikipedia,."Noncentral.chi-
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70e80 20 20 20 20 20 68 74 74 70 73 3a 2f 2f 65 6e 2e 77 69 6b 69 70 65 64 69 61 2e 6f 72 67 2f 77 69 .....https://en.wikipedia.org/wi
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70f00 6f 6d 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 61 6e 64 20 70 6c 6f 74 20 74 68 65 om.the.distribution.and.plot.the
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70f40 61 74 70 6c 6f 74 6c 69 62 2e 70 79 70 6c 6f 74 20 61 73 20 70 6c 74 0a 20 20 20 20 20 20 20 20 atplotlib.pyplot.as.plt.........
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71000 76 61 6c 75 65 73 20 66 72 6f 6d 20 61 20 6e 6f 6e 63 65 6e 74 72 61 6c 20 63 68 69 73 71 75 61 values.from.a.noncentral.chisqua
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710c0 2e 30 30 30 30 30 30 31 2c 20 31 30 30 30 30 30 29 2c 0a 20 20 20 20 20 20 20 20 2e 2e 2e 20 20 .0000001,.100000),..............
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71b20 5e 7b 2d 74 7d 20 64 74 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 66 65 72 65 6e 63 65 73 0a 20 20 ^{-t}.dt...........References...
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71b60 4e 49 53 54 20 22 45 6e 67 69 6e 65 65 72 69 6e 67 20 53 74 61 74 69 73 74 69 63 73 20 48 61 6e NIST."Engineering.Statistics.Han
71b80 64 62 6f 6f 6b 22 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 68 74 74 70 73 3a 2f 2f 77 77 dbook"................https://ww
71ba0 77 2e 69 74 6c 2e 6e 69 73 74 2e 67 6f 76 2f 64 69 76 38 39 38 2f 68 61 6e 64 62 6f 6f 6b 2f 65 w.itl.nist.gov/div898/handbook/e
71bc0 64 61 2f 73 65 63 74 69 6f 6e 33 2f 65 64 61 33 36 36 36 2e 68 74 6d 0a 0a 20 20 20 20 20 20 20 da/section3/eda3666.htm.........
71be0 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 .Examples.........--------......
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720e0 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 le.of.ints,.optional............
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722a0 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 70 61 72 61 6d 65 74 65 72 69 7a 65 64 20 6e samples.from.the.parameterized.n
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722e0 20 20 20 20 20 20 20 20 53 65 65 20 41 6c 73 6f 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d ........See.Also.........-------
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724e0 46 20 73 74 61 74 69 73 74 69 63 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 66 65 72 65 6e 63 65 73 F.statistic...........References
72500 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b .........----------............[
72520 31 5d 20 57 65 69 73 73 74 65 69 6e 2c 20 45 72 69 63 20 57 2e 20 22 4e 6f 6e 63 65 6e 74 72 61 1].Weisstein,.Eric.W.."Noncentra
72540 6c 20 46 2d 44 69 73 74 72 69 62 75 74 69 6f 6e 2e 22 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 l.F-Distribution."..............
72560 20 20 46 72 6f 6d 20 4d 61 74 68 57 6f 72 6c 64 2d 2d 41 20 57 6f 6c 66 72 61 6d 20 57 65 62 20 ..From.MathWorld--A.Wolfram.Web.
72580 52 65 73 6f 75 72 63 65 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 68 74 74 70 3a 2f 2f Resource.................http://
725a0 6d 61 74 68 77 6f 72 6c 64 2e 77 6f 6c 66 72 61 6d 2e 63 6f 6d 2f 4e 6f 6e 63 65 6e 74 72 61 6c mathworld.wolfram.com/Noncentral
725c0 46 2d 44 69 73 74 72 69 62 75 74 69 6f 6e 2e 68 74 6d 6c 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b F-Distribution.html............[
725e0 32 5d 20 57 69 6b 69 70 65 64 69 61 2c 20 22 4e 6f 6e 63 65 6e 74 72 61 6c 20 46 2d 64 69 73 74 2].Wikipedia,."Noncentral.F-dist
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72660 6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 49 6e 20 les.........--------.........In.
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73260 6f 66 20 66 72 65 65 64 6f 6d 2c 20 74 68 65 20 73 75 6d 20 6f 66 20 74 68 65 20 6e 75 6d 62 65 of.freedom,.the.sum.of.the.numbe
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732c0 20 20 20 20 20 20 20 20 52 65 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d ........References.........-----
732e0 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 31 5d 20 47 6c 61 6e 74 7a 2c 20 53 74 61 -----............[1].Glantz,.Sta
73300 6e 74 6f 6e 20 41 2e 20 22 50 72 69 6d 65 72 20 6f 66 20 42 69 6f 73 74 61 74 69 73 74 69 63 73 nton.A.."Primer.of.Biostatistics
73320 2e 22 2c 20 4d 63 47 72 61 77 2d 48 69 6c 6c 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 .",.McGraw-Hill,................
73340 46 69 66 74 68 20 45 64 69 74 69 6f 6e 2c 20 32 30 30 32 2e 0a 20 20 20 20 20 20 20 20 2e 2e 20 Fifth.Edition,.2002.............
73360 5b 32 5d 20 57 69 6b 69 70 65 64 69 61 2c 20 22 46 2d 64 69 73 74 72 69 62 75 74 69 6f 6e 22 2c [2].Wikipedia,."F-distribution",
73380 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 68 74 74 70 73 3a 2f 2f 65 6e 2e 77 69 6b 69 70 ................https://en.wikip
733a0 65 64 69 61 2e 6f 72 67 2f 77 69 6b 69 2f 46 2d 64 69 73 74 72 69 62 75 74 69 6f 6e 0a 0a 20 20 edia.org/wiki/F-distribution....
733c0 20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a ......Examples.........--------.
733e0 20 20 20 20 20 20 20 20 41 6e 20 65 78 61 6d 70 6c 65 20 66 72 6f 6d 20 47 6c 61 6e 74 7a 5b 31 ........An.example.from.Glantz[1
73400 5d 2c 20 70 70 20 34 37 2d 34 30 3a 0a 0a 20 20 20 20 20 20 20 20 54 77 6f 20 67 72 6f 75 70 73 ],.pp.47-40:..........Two.groups
73420 2c 20 63 68 69 6c 64 72 65 6e 20 6f 66 20 64 69 61 62 65 74 69 63 73 20 28 32 35 20 70 65 6f 70 ,.children.of.diabetics.(25.peop
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734c0 61 20 6d 65 61 6e 20 76 61 6c 75 65 20 6f 66 20 38 36 2e 31 2c 20 63 6f 6e 74 72 6f 6c 73 20 68 a.mean.value.of.86.1,.controls.h
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73500 20 53 74 61 6e 64 61 72 64 20 64 65 76 69 61 74 69 6f 6e 73 20 77 65 72 65 20 32 2e 30 39 20 61 .Standard.deviations.were.2.09.a
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73540 20 20 20 20 20 20 20 20 64 61 74 61 20 63 6f 6e 73 69 73 74 65 6e 74 20 77 69 74 68 20 74 68 65 ........data.consistent.with.the
73560 20 6e 75 6c 6c 20 68 79 70 6f 74 68 65 73 69 73 20 74 68 61 74 20 74 68 65 20 70 61 72 65 6e 74 .null.hypothesis.that.the.parent
73580 73 20 64 69 61 62 65 74 69 63 0a 20 20 20 20 20 20 20 20 73 74 61 74 75 73 20 64 6f 65 73 20 6e s.diabetic.........status.does.n
735a0 6f 74 20 61 66 66 65 63 74 20 74 68 65 69 72 20 63 68 69 6c 64 72 65 6e 27 73 20 62 6c 6f 6f 64 ot.affect.their.children's.blood
735c0 20 67 6c 75 63 6f 73 65 20 6c 65 76 65 6c 73 3f 0a 20 20 20 20 20 20 20 20 43 61 6c 63 75 6c 61 .glucose.levels?.........Calcula
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73600 74 61 20 67 69 76 65 73 20 61 20 76 61 6c 75 65 20 6f 66 20 33 36 2e 30 31 2e 0a 0a 20 20 20 20 ta.gives.a.value.of.36.01.......
73620 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 64 69 73 74 72 69 ....Draw.samples.from.the.distri
73640 62 75 74 69 6f 6e 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 64 66 6e 75 6d 20 3d 20 31 2e 20 bution:..........>>>.dfnum.=.1..
73660 23 20 62 65 74 77 65 65 6e 20 67 72 6f 75 70 20 64 65 67 72 65 65 73 20 6f 66 20 66 72 65 65 64 #.between.group.degrees.of.freed
73680 6f 6d 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 64 66 64 65 6e 20 3d 20 34 38 2e 20 23 20 77 69 74 om.........>>>.dfden.=.48..#.wit
736a0 68 69 6e 20 67 72 6f 75 70 73 20 64 65 67 72 65 65 73 20 6f 66 20 66 72 65 65 64 6f 6d 0a 20 20 hin.groups.degrees.of.freedom...
736c0 20 20 20 20 20 20 3e 3e 3e 20 73 20 3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e 66 28 64 66 6e 75 6d 2c ......>>>.s.=.np.random.f(dfnum,
736e0 20 64 66 64 65 6e 2c 20 31 30 30 30 29 0a 0a 20 20 20 20 20 20 20 20 54 68 65 20 6c 6f 77 65 72 .dfden,.1000)..........The.lower
73700 20 62 6f 75 6e 64 20 66 6f 72 20 74 68 65 20 74 6f 70 20 31 25 20 6f 66 20 74 68 65 20 73 61 6d .bound.for.the.top.1%.of.the.sam
73720 70 6c 65 73 20 69 73 20 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 6e 70 2e 73 6f 72 74 28 73 ples.is.:..........>>>.np.sort(s
73740 29 5b 2d 31 30 5d 0a 20 20 20 20 20 20 20 20 37 2e 36 31 39 38 38 31 32 30 39 38 35 20 23 20 72 )[-10].........7.61988120985.#.r
73760 61 6e 64 6f 6d 0a 0a 20 20 20 20 20 20 20 20 53 6f 20 74 68 65 72 65 20 69 73 20 61 62 6f 75 74 andom..........So.there.is.about
73780 20 61 20 31 25 20 63 68 61 6e 63 65 20 74 68 61 74 20 74 68 65 20 46 20 73 74 61 74 69 73 74 69 .a.1%.chance.that.the.F.statisti
737a0 63 20 77 69 6c 6c 20 65 78 63 65 65 64 20 37 2e 36 32 2c 0a 20 20 20 20 20 20 20 20 74 68 65 20 c.will.exceed.7.62,.........the.
737c0 6d 65 61 73 75 72 65 64 20 76 61 6c 75 65 20 69 73 20 33 36 2c 20 73 6f 20 74 68 65 20 6e 75 6c measured.value.is.36,.so.the.nul
737e0 6c 20 68 79 70 6f 74 68 65 73 69 73 20 69 73 20 72 65 6a 65 63 74 65 64 20 61 74 20 74 68 65 20 l.hypothesis.is.rejected.at.the.
73800 31 25 0a 20 20 20 20 20 20 20 20 6c 65 76 65 6c 2e 0a 0a 20 20 20 20 20 20 20 20 00 00 00 00 00 1%.........level................
73820 0a 20 20 20 20 20 20 20 20 67 61 6d 6d 61 28 73 68 61 70 65 2c 20 73 63 61 6c 65 3d 31 2e 30 2c .........gamma(shape,.scale=1.0,
73840 20 73 69 7a 65 3d 4e 6f 6e 65 29 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 .size=None)..........Draw.sample
73860 73 20 66 72 6f 6d 20 61 20 47 61 6d 6d 61 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 s.from.a.Gamma.distribution.....
73880 20 20 20 20 20 20 53 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 20 66 72 6f 6d 20 61 20 47 ......Samples.are.drawn.from.a.G
738a0 61 6d 6d 61 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 77 69 74 68 20 73 70 65 63 69 66 69 65 64 amma.distribution.with.specified
738c0 20 70 61 72 61 6d 65 74 65 72 73 2c 0a 20 20 20 20 20 20 20 20 60 73 68 61 70 65 60 20 28 73 6f .parameters,.........`shape`.(so
738e0 6d 65 74 69 6d 65 73 20 64 65 73 69 67 6e 61 74 65 64 20 22 6b 22 29 20 61 6e 64 20 60 73 63 61 metimes.designated."k").and.`sca
73900 6c 65 60 20 28 73 6f 6d 65 74 69 6d 65 73 20 64 65 73 69 67 6e 61 74 65 64 0a 20 20 20 20 20 20 le`.(sometimes.designated.......
73920 20 20 22 74 68 65 74 61 22 29 2c 20 77 68 65 72 65 20 62 6f 74 68 20 70 61 72 61 6d 65 74 65 72 .."theta"),.where.both.parameter
73940 73 20 61 72 65 20 3e 20 30 2e 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6e 6f 74 65 3a 3a 0a 20 20 s.are.>.0..............note::...
73960 20 20 20 20 20 20 20 20 20 20 4e 65 77 20 63 6f 64 65 20 73 68 6f 75 6c 64 20 75 73 65 20 74 68 ..........New.code.should.use.th
73980 65 20 60 7e 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 67 61 6d 6d 61 e.`~numpy.random.Generator.gamma
739a0 60 0a 20 20 20 20 20 20 20 20 20 20 20 20 6d 65 74 68 6f 64 20 6f 66 20 61 20 60 7e 6e 75 6d 70 `.............method.of.a.`~nump
739c0 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 60 20 69 6e 73 74 61 6e 63 65 20 69 6e 73 y.random.Generator`.instance.ins
739e0 74 65 61 64 3b 0a 20 20 20 20 20 20 20 20 20 20 20 20 70 6c 65 61 73 65 20 73 65 65 20 74 68 65 tead;.............please.see.the
73a00 20 3a 72 65 66 3a 60 72 61 6e 64 6f 6d 2d 71 75 69 63 6b 2d 73 74 61 72 74 60 2e 0a 0a 20 20 20 .:ref:`random-quick-start`......
73a20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d .....Parameters.........--------
73a40 2d 2d 0a 20 20 20 20 20 20 20 20 73 68 61 70 65 20 3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61 --.........shape.:.float.or.arra
73a60 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 54 68 65 y_like.of.floats.............The
73a80 20 73 68 61 70 65 20 6f 66 20 74 68 65 20 67 61 6d 6d 61 20 64 69 73 74 72 69 62 75 74 69 6f 6e .shape.of.the.gamma.distribution
73aa0 2e 20 4d 75 73 74 20 62 65 20 6e 6f 6e 2d 6e 65 67 61 74 69 76 65 2e 0a 20 20 20 20 20 20 20 20 ..Must.be.non-negative..........
73ac0 73 63 61 6c 65 20 3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66 scale.:.float.or.array_like.of.f
73ae0 6c 6f 61 74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 54 68 65 20 loats,.optional.............The.
73b00 73 63 61 6c 65 20 6f 66 20 74 68 65 20 67 61 6d 6d 61 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e scale.of.the.gamma.distribution.
73b20 20 4d 75 73 74 20 62 65 20 6e 6f 6e 2d 6e 65 67 61 74 69 76 65 2e 0a 20 20 20 20 20 20 20 20 20 .Must.be.non-negative...........
73b40 20 20 20 44 65 66 61 75 6c 74 20 69 73 20 65 71 75 61 6c 20 74 6f 20 31 2e 0a 20 20 20 20 20 20 ...Default.is.equal.to.1........
73b60 20 20 73 69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74 75 70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f ..size.:.int.or.tuple.of.ints,.o
73b80 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 75 74 70 75 74 20 73 68 61 70 65 ptional.............Output.shape
73ba0 2e 20 20 49 66 20 74 68 65 20 67 69 76 65 6e 20 73 68 61 70 65 20 69 73 2c 20 65 2e 67 2e 2c 20 ...If.the.given.shape.is,.e.g.,.
73bc0 60 60 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 ``(m,.n,.k)``,.then.............
73be0 60 60 6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e ``m.*.n.*.k``.samples.are.drawn.
73c00 20 20 49 66 20 73 69 7a 65 20 69 73 20 60 60 4e 6f 6e 65 60 60 20 28 64 65 66 61 75 6c 74 29 2c ..If.size.is.``None``.(default),
73c20 0a 20 20 20 20 20 20 20 20 20 20 20 20 61 20 73 69 6e 67 6c 65 20 76 61 6c 75 65 20 69 73 20 72 .............a.single.value.is.r
73c40 65 74 75 72 6e 65 64 20 69 66 20 60 60 73 68 61 70 65 60 60 20 61 6e 64 20 60 60 73 63 61 6c 65 eturned.if.``shape``.and.``scale
73c60 60 60 20 61 72 65 20 62 6f 74 68 20 73 63 61 6c 61 72 73 2e 0a 20 20 20 20 20 20 20 20 20 20 20 ``.are.both.scalars.............
73c80 20 4f 74 68 65 72 77 69 73 65 2c 20 60 60 6e 70 2e 62 72 6f 61 64 63 61 73 74 28 73 68 61 70 65 .Otherwise,.``np.broadcast(shape
73ca0 2c 20 73 63 61 6c 65 29 2e 73 69 7a 65 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 ,.scale).size``.samples.are.draw
73cc0 6e 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d n...........Returns.........----
73ce0 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6f 75 74 20 3a 20 6e 64 61 72 72 61 79 20 6f 72 20 73 63 61 ---.........out.:.ndarray.or.sca
73d00 6c 61 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e 20 73 61 6d 70 6c 65 73 20 66 72 lar.............Drawn.samples.fr
73d20 6f 6d 20 74 68 65 20 70 61 72 61 6d 65 74 65 72 69 7a 65 64 20 67 61 6d 6d 61 20 64 69 73 74 72 om.the.parameterized.gamma.distr
73d40 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 53 65 65 20 41 6c 73 6f 0a 20 20 20 20 20 ibution...........See.Also......
73d60 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 73 63 69 70 79 2e 73 74 61 74 73 2e ...--------.........scipy.stats.
73d80 67 61 6d 6d 61 20 3a 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 75 6e 63 gamma.:.probability.density.func
73da0 74 69 6f 6e 2c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 6f 72 0a 20 20 20 20 20 20 20 20 20 20 tion,.distribution.or...........
73dc0 20 20 63 75 6d 75 6c 61 74 69 76 65 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e 2c 20 65 ..cumulative.density.function,.e
73de0 74 63 2e 0a 20 20 20 20 20 20 20 20 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 67 61 6d tc..........random.Generator.gam
73e00 6d 61 3a 20 77 68 69 63 68 20 73 68 6f 75 6c 64 20 62 65 20 75 73 65 64 20 66 6f 72 20 6e 65 77 ma:.which.should.be.used.for.new
73e20 20 63 6f 64 65 2e 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20 2d 2d .code...........Notes.........--
73e40 2d 2d 2d 0a 20 20 20 20 20 20 20 20 54 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 ---.........The.probability.dens
73e60 69 74 79 20 66 6f 72 20 74 68 65 20 47 61 6d 6d 61 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 ity.for.the.Gamma.distribution.i
73e80 73 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20 70 28 78 29 20 3d 20 78 5e 7b 6b s.............math::.p(x).=.x^{k
73ea0 2d 31 7d 5c 66 72 61 63 7b 65 5e 7b 2d 78 2f 5c 74 68 65 74 61 7d 7d 7b 5c 74 68 65 74 61 5e 6b -1}\frac{e^{-x/\theta}}{\theta^k
73ec0 5c 47 61 6d 6d 61 28 6b 29 7d 2c 0a 0a 20 20 20 20 20 20 20 20 77 68 65 72 65 20 3a 6d 61 74 68 \Gamma(k)},..........where.:math
73ee0 3a 60 6b 60 20 69 73 20 74 68 65 20 73 68 61 70 65 20 61 6e 64 20 3a 6d 61 74 68 3a 60 5c 74 68 :`k`.is.the.shape.and.:math:`\th
73f00 65 74 61 60 20 74 68 65 20 73 63 61 6c 65 2c 0a 20 20 20 20 20 20 20 20 61 6e 64 20 3a 6d 61 74 eta`.the.scale,.........and.:mat
73f20 68 3a 60 5c 47 61 6d 6d 61 60 20 69 73 20 74 68 65 20 47 61 6d 6d 61 20 66 75 6e 63 74 69 6f 6e h:`\Gamma`.is.the.Gamma.function
73f40 2e 0a 0a 20 20 20 20 20 20 20 20 54 68 65 20 47 61 6d 6d 61 20 64 69 73 74 72 69 62 75 74 69 6f ...........The.Gamma.distributio
73f60 6e 20 69 73 20 6f 66 74 65 6e 20 75 73 65 64 20 74 6f 20 6d 6f 64 65 6c 20 74 68 65 20 74 69 6d n.is.often.used.to.model.the.tim
73f80 65 73 20 74 6f 20 66 61 69 6c 75 72 65 20 6f 66 0a 20 20 20 20 20 20 20 20 65 6c 65 63 74 72 6f es.to.failure.of.........electro
73fa0 6e 69 63 20 63 6f 6d 70 6f 6e 65 6e 74 73 2c 20 61 6e 64 20 61 72 69 73 65 73 20 6e 61 74 75 72 nic.components,.and.arises.natur
73fc0 61 6c 6c 79 20 69 6e 20 70 72 6f 63 65 73 73 65 73 20 66 6f 72 20 77 68 69 63 68 20 74 68 65 0a ally.in.processes.for.which.the.
73fe0 20 20 20 20 20 20 20 20 77 61 69 74 69 6e 67 20 74 69 6d 65 73 20 62 65 74 77 65 65 6e 20 50 6f ........waiting.times.between.Po
74000 69 73 73 6f 6e 20 64 69 73 74 72 69 62 75 74 65 64 20 65 76 65 6e 74 73 20 61 72 65 20 72 65 6c isson.distributed.events.are.rel
74020 65 76 61 6e 74 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20 evant...........References......
74040 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 31 5d 20 57 65 69 ...----------............[1].Wei
74060 73 73 74 65 69 6e 2c 20 45 72 69 63 20 57 2e 20 22 47 61 6d 6d 61 20 44 69 73 74 72 69 62 75 74 sstein,.Eric.W.."Gamma.Distribut
74080 69 6f 6e 2e 22 20 46 72 6f 6d 20 4d 61 74 68 57 6f 72 6c 64 2d 2d 41 0a 20 20 20 20 20 20 20 20 ion.".From.MathWorld--A.........
740a0 20 20 20 20 20 20 20 57 6f 6c 66 72 61 6d 20 57 65 62 20 52 65 73 6f 75 72 63 65 2e 0a 20 20 20 .......Wolfram.Web.Resource.....
740c0 20 20 20 20 20 20 20 20 20 20 20 20 68 74 74 70 3a 2f 2f 6d 61 74 68 77 6f 72 6c 64 2e 77 6f 6c ............http://mathworld.wol
740e0 66 72 61 6d 2e 63 6f 6d 2f 47 61 6d 6d 61 44 69 73 74 72 69 62 75 74 69 6f 6e 2e 68 74 6d 6c 0a fram.com/GammaDistribution.html.
74100 20 20 20 20 20 20 20 20 2e 2e 20 5b 32 5d 20 57 69 6b 69 70 65 64 69 61 2c 20 22 47 61 6d 6d 61 ...........[2].Wikipedia,."Gamma
74120 20 64 69 73 74 72 69 62 75 74 69 6f 6e 22 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 68 .distribution",................h
74140 74 74 70 73 3a 2f 2f 65 6e 2e 77 69 6b 69 70 65 64 69 61 2e 6f 72 67 2f 77 69 6b 69 2f 47 61 6d ttps://en.wikipedia.org/wiki/Gam
74160 6d 61 5f 64 69 73 74 72 69 62 75 74 69 6f 6e 0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c 65 ma_distribution..........Example
74180 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 s.........--------.........Draw.
741a0 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 3a 0a 0a samples.from.the.distribution:..
741c0 20 20 20 20 20 20 20 20 3e 3e 3e 20 73 68 61 70 65 2c 20 73 63 61 6c 65 20 3d 20 32 2e 2c 20 32 ........>>>.shape,.scale.=.2.,.2
741e0 2e 20 20 23 20 6d 65 61 6e 3d 34 2c 20 73 74 64 3d 32 2a 73 71 72 74 28 32 29 0a 20 20 20 20 20 ...#.mean=4,.std=2*sqrt(2)......
74200 20 20 20 3e 3e 3e 20 73 20 3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e 67 61 6d 6d 61 28 73 68 61 70 65 ...>>>.s.=.np.random.gamma(shape
74220 2c 20 73 63 61 6c 65 2c 20 31 30 30 30 29 0a 0a 20 20 20 20 20 20 20 20 44 69 73 70 6c 61 79 20 ,.scale,.1000)..........Display.
74240 74 68 65 20 68 69 73 74 6f 67 72 61 6d 20 6f 66 20 74 68 65 20 73 61 6d 70 6c 65 73 2c 20 61 6c the.histogram.of.the.samples,.al
74260 6f 6e 67 20 77 69 74 68 0a 20 20 20 20 20 20 20 20 74 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 ong.with.........the.probability
74280 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 .density.function:..........>>>.
742a0 69 6d 70 6f 72 74 20 6d 61 74 70 6c 6f 74 6c 69 62 2e 70 79 70 6c 6f 74 20 61 73 20 70 6c 74 0a import.matplotlib.pyplot.as.plt.
742c0 20 20 20 20 20 20 20 20 3e 3e 3e 20 69 6d 70 6f 72 74 20 73 63 69 70 79 2e 73 70 65 63 69 61 6c ........>>>.import.scipy.special
742e0 20 61 73 20 73 70 73 20 20 23 20 64 6f 63 74 65 73 74 3a 20 2b 53 4b 49 50 0a 20 20 20 20 20 20 .as.sps..#.doctest:.+SKIP.......
74300 20 20 3e 3e 3e 20 63 6f 75 6e 74 2c 20 62 69 6e 73 2c 20 69 67 6e 6f 72 65 64 20 3d 20 70 6c 74 ..>>>.count,.bins,.ignored.=.plt
74320 2e 68 69 73 74 28 73 2c 20 35 30 2c 20 64 65 6e 73 69 74 79 3d 54 72 75 65 29 0a 20 20 20 20 20 .hist(s,.50,.density=True)......
74340 20 20 20 3e 3e 3e 20 79 20 3d 20 62 69 6e 73 2a 2a 28 73 68 61 70 65 2d 31 29 2a 28 6e 70 2e 65 ...>>>.y.=.bins**(shape-1)*(np.e
74360 78 70 28 2d 62 69 6e 73 2f 73 63 61 6c 65 29 20 2f 20 20 23 20 64 6f 63 74 65 73 74 3a 20 2b 53 xp(-bins/scale)./..#.doctest:.+S
74380 4b 49 50 0a 20 20 20 20 20 20 20 20 2e 2e 2e 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 KIP.............................
743a0 20 20 20 20 20 28 73 70 73 2e 67 61 6d 6d 61 28 73 68 61 70 65 29 2a 73 63 61 6c 65 2a 2a 73 68 .....(sps.gamma(shape)*scale**sh
743c0 61 70 65 29 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 70 6c 6f 74 28 62 69 6e 73 2c ape)).........>>>.plt.plot(bins,
743e0 20 79 2c 20 6c 69 6e 65 77 69 64 74 68 3d 32 2c 20 63 6f 6c 6f 72 3d 27 72 27 29 20 20 23 20 64 .y,.linewidth=2,.color='r')..#.d
74400 6f 63 74 65 73 74 3a 20 2b 53 4b 49 50 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 73 68 octest:.+SKIP.........>>>.plt.sh
74420 6f 77 28 29 0a 0a 20 20 20 20 20 20 20 20 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ow()............................
74440 0a 20 20 20 20 20 20 20 20 73 74 61 6e 64 61 72 64 5f 67 61 6d 6d 61 28 73 68 61 70 65 2c 20 73 .........standard_gamma(shape,.s
74460 69 7a 65 3d 4e 6f 6e 65 29 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 ize=None)..........Draw.samples.
74480 66 72 6f 6d 20 61 20 73 74 61 6e 64 61 72 64 20 47 61 6d 6d 61 20 64 69 73 74 72 69 62 75 74 69 from.a.standard.Gamma.distributi
744a0 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 53 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 20 66 on...........Samples.are.drawn.f
744c0 72 6f 6d 20 61 20 47 61 6d 6d 61 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 77 69 74 68 20 73 70 rom.a.Gamma.distribution.with.sp
744e0 65 63 69 66 69 65 64 20 70 61 72 61 6d 65 74 65 72 73 2c 0a 20 20 20 20 20 20 20 20 73 68 61 70 ecified.parameters,.........shap
74500 65 20 28 73 6f 6d 65 74 69 6d 65 73 20 64 65 73 69 67 6e 61 74 65 64 20 22 6b 22 29 20 61 6e 64 e.(sometimes.designated."k").and
74520 20 73 63 61 6c 65 3d 31 2e 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6e 6f 74 65 3a 3a 0a 20 20 20 .scale=1..............note::....
74540 20 20 20 20 20 20 20 20 20 4e 65 77 20 63 6f 64 65 20 73 68 6f 75 6c 64 20 75 73 65 20 74 68 65 .........New.code.should.use.the
74560 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 7e 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 .............`~numpy.random.Gene
74580 72 61 74 6f 72 2e 73 74 61 6e 64 61 72 64 5f 67 61 6d 6d 61 60 0a 20 20 20 20 20 20 20 20 20 20 rator.standard_gamma`...........
745a0 20 20 6d 65 74 68 6f 64 20 6f 66 20 61 20 60 7e 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e ..method.of.a.`~numpy.random.Gen
745c0 65 72 61 74 6f 72 60 20 69 6e 73 74 61 6e 63 65 20 69 6e 73 74 65 61 64 3b 0a 20 20 20 20 20 20 erator`.instance.instead;.......
745e0 20 20 20 20 20 20 70 6c 65 61 73 65 20 73 65 65 20 74 68 65 20 3a 72 65 66 3a 60 72 61 6e 64 6f ......please.see.the.:ref:`rando
74600 6d 2d 71 75 69 63 6b 2d 73 74 61 72 74 60 2e 0a 0a 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 m-quick-start`...........Paramet
74620 65 72 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 73 ers.........----------.........s
74640 68 61 70 65 20 3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66 6c hape.:.float.or.array_like.of.fl
74660 6f 61 74 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 2c 20 6d 75 73 74 oats.............Parameter,.must
74680 20 62 65 20 6e 6f 6e 2d 6e 65 67 61 74 69 76 65 2e 0a 20 20 20 20 20 20 20 20 73 69 7a 65 20 3a .be.non-negative..........size.:
746a0 20 69 6e 74 20 6f 72 20 74 75 70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a .int.or.tuple.of.ints,.optional.
746c0 20 20 20 20 20 20 20 20 20 20 20 20 4f 75 74 70 75 74 20 73 68 61 70 65 2e 20 20 49 66 20 74 68 ............Output.shape...If.th
746e0 65 20 67 69 76 65 6e 20 73 68 61 70 65 20 69 73 2c 20 65 2e 67 2e 2c 20 60 60 28 6d 2c 20 6e 2c e.given.shape.is,.e.g.,.``(m,.n,
74700 20 6b 29 60 60 2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6d 20 2a 20 6e 20 .k)``,.then.............``m.*.n.
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77da0 20 20 20 20 20 43 72 65 61 74 65 20 61 6e 20 61 72 72 61 79 20 6f 66 20 74 68 65 20 67 69 76 65 .....Create.an.array.of.the.give
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77e00 72 6d 20 64 69 73 74 72 69 62 75 74 69 6f 6e 0a 20 20 20 20 20 20 20 20 6f 76 65 72 20 60 60 5b rm.distribution.........over.``[
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77e60 2e 2e 2e 2c 20 64 6e 20 3a 20 69 6e 74 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 ...,.dn.:.int,.optional.........
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77ec0 20 20 20 20 20 20 20 20 20 20 20 20 49 66 20 6e 6f 20 61 72 67 75 6d 65 6e 74 20 69 73 20 67 69 ............If.no.argument.is.gi
77ee0 76 65 6e 20 61 20 73 69 6e 67 6c 65 20 50 79 74 68 6f 6e 20 66 6c 6f 61 74 20 69 73 20 72 65 74 ven.a.single.Python.float.is.ret
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77f40 68 61 70 65 20 60 60 28 64 30 2c 20 64 31 2c 20 2e 2e 2e 2c 20 64 6e 29 60 60 0a 20 20 20 20 20 hape.``(d0,.d1,....,.dn)``......
77f60 20 20 20 20 20 20 20 52 61 6e 64 6f 6d 20 76 61 6c 75 65 73 2e 0a 0a 20 20 20 20 20 20 20 20 53 .......Random.values...........S
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77fa0 20 72 61 6e 64 6f 6d 0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 .random..........Examples.......
77fc0 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 6e 70 2e 72 61 6e 64 6f 6d ..--------.........>>>.np.random
77fe0 2e 72 61 6e 64 28 33 2c 32 29 0a 20 20 20 20 20 20 20 20 61 72 72 61 79 28 5b 5b 20 30 2e 31 34 .rand(3,2).........array([[.0.14
78000 30 32 32 34 37 31 2c 20 20 30 2e 39 36 33 36 30 36 31 38 5d 2c 20 20 23 72 61 6e 64 6f 6d 0a 20 022471,..0.96360618],..#random..
78020 20 20 20 20 20 20 20 20 20 20 20 20 20 20 5b 20 30 2e 33 37 36 30 31 30 33 32 2c 20 20 30 2e 32 ..............[.0.37601032,..0.2
78040 35 35 32 38 34 31 31 5d 2c 20 20 23 72 61 6e 64 6f 6d 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 5528411],..#random..............
78060 20 20 5b 20 30 2e 34 39 33 31 33 30 34 39 2c 20 20 30 2e 39 34 39 30 39 38 37 38 5d 5d 29 20 23 ..[.0.49313049,..0.94909878]]).#
78080 72 61 6e 64 6f 6d 0a 0a 20 20 20 20 20 20 20 20 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 random..........................
780a0 0a 20 20 20 20 20 20 20 20 75 6e 69 66 6f 72 6d 28 6c 6f 77 3d 30 2e 30 2c 20 68 69 67 68 3d 31 .........uniform(low=0.0,.high=1
780c0 2e 30 2c 20 73 69 7a 65 3d 4e 6f 6e 65 29 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d .0,.size=None)..........Draw.sam
780e0 70 6c 65 73 20 66 72 6f 6d 20 61 20 75 6e 69 66 6f 72 6d 20 64 69 73 74 72 69 62 75 74 69 6f 6e ples.from.a.uniform.distribution
78100 2e 0a 0a 20 20 20 20 20 20 20 20 53 61 6d 70 6c 65 73 20 61 72 65 20 75 6e 69 66 6f 72 6d 6c 79 ...........Samples.are.uniformly
78120 20 64 69 73 74 72 69 62 75 74 65 64 20 6f 76 65 72 20 74 68 65 20 68 61 6c 66 2d 6f 70 65 6e 20 .distributed.over.the.half-open.
78140 69 6e 74 65 72 76 61 6c 0a 20 20 20 20 20 20 20 20 60 60 5b 6c 6f 77 2c 20 68 69 67 68 29 60 60 interval.........``[low,.high)``
78160 20 28 69 6e 63 6c 75 64 65 73 20 6c 6f 77 2c 20 62 75 74 20 65 78 63 6c 75 64 65 73 20 68 69 67 .(includes.low,.but.excludes.hig
78180 68 29 2e 20 20 49 6e 20 6f 74 68 65 72 20 77 6f 72 64 73 2c 0a 20 20 20 20 20 20 20 20 61 6e 79 h)...In.other.words,.........any
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781c0 20 69 73 20 65 71 75 61 6c 6c 79 20 6c 69 6b 65 6c 79 20 74 6f 20 62 65 20 64 72 61 77 6e 0a 20 .is.equally.likely.to.be.drawn..
781e0 20 20 20 20 20 20 20 62 79 20 60 75 6e 69 66 6f 72 6d 60 2e 0a 0a 20 20 20 20 20 20 20 20 2e 2e .......by.`uniform`.............
78200 20 6e 6f 74 65 3a 3a 0a 20 20 20 20 20 20 20 20 20 20 20 20 4e 65 77 20 63 6f 64 65 20 73 68 6f .note::.............New.code.sho
78220 75 6c 64 20 75 73 65 20 74 68 65 20 60 7e 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 uld.use.the.`~numpy.random.Gener
78240 61 74 6f 72 2e 75 6e 69 66 6f 72 6d 60 0a 20 20 20 20 20 20 20 20 20 20 20 20 6d 65 74 68 6f 64 ator.uniform`.............method
78260 20 6f 66 20 61 20 60 7e 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 60 20 .of.a.`~numpy.random.Generator`.
78280 69 6e 73 74 61 6e 63 65 20 69 6e 73 74 65 61 64 3b 0a 20 20 20 20 20 20 20 20 20 20 20 20 70 6c instance.instead;.............pl
782a0 65 61 73 65 20 73 65 65 20 74 68 65 20 3a 72 65 66 3a 60 72 61 6e 64 6f 6d 2d 71 75 69 63 6b 2d ease.see.the.:ref:`random-quick-
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782e0 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6c 6f 77 20 3a 20 66 6c 6f ....----------.........low.:.flo
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78320 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 4c 6f 77 65 72 20 62 6f 75 6e 64 61 72 79 20 onal.............Lower.boundary.
78340 6f 66 20 74 68 65 20 6f 75 74 70 75 74 20 69 6e 74 65 72 76 61 6c 2e 20 20 41 6c 6c 20 76 61 6c of.the.output.interval...All.val
78360 75 65 73 20 67 65 6e 65 72 61 74 65 64 20 77 69 6c 6c 20 62 65 0a 20 20 20 20 20 20 20 20 20 20 ues.generated.will.be...........
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783a0 20 54 68 65 20 64 65 66 61 75 6c 74 20 76 61 6c 75 65 20 69 73 20 30 2e 0a 20 20 20 20 20 20 20 .The.default.value.is.0.........
783c0 20 68 69 67 68 20 3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66 .high.:.float.or.array_like.of.f
783e0 6c 6f 61 74 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 55 70 70 65 72 20 62 6f 75 6e 64 61 72 79 loats.............Upper.boundary
78400 20 6f 66 20 74 68 65 20 6f 75 74 70 75 74 20 69 6e 74 65 72 76 61 6c 2e 20 20 41 6c 6c 20 76 61 .of.the.output.interval...All.va
78420 6c 75 65 73 20 67 65 6e 65 72 61 74 65 64 20 77 69 6c 6c 20 62 65 0a 20 20 20 20 20 20 20 20 20 lues.generated.will.be..........
78440 20 20 20 6c 65 73 73 20 74 68 61 6e 20 6f 72 20 65 71 75 61 6c 20 74 6f 20 68 69 67 68 2e 20 20 ...less.than.or.equal.to.high...
78460 54 68 65 20 68 69 67 68 20 6c 69 6d 69 74 20 6d 61 79 20 62 65 20 69 6e 63 6c 75 64 65 64 20 69 The.high.limit.may.be.included.i
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784e0 71 75 61 74 69 6f 6e 20 60 60 6c 6f 77 20 2b 20 28 68 69 67 68 2d 6c 6f 77 29 20 2a 20 72 61 6e quation.``low.+.(high-low).*.ran
78500 64 6f 6d 5f 73 61 6d 70 6c 65 28 29 60 60 2e 20 20 54 68 65 20 64 65 66 61 75 6c 74 20 76 61 6c dom_sample()``...The.default.val
78520 75 65 20 0a 20 20 20 20 20 20 20 20 20 20 20 20 69 73 20 31 2e 30 2e 0a 20 20 20 20 20 20 20 20 ue..............is.1.0..........
78540 73 69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74 75 70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f 70 74 size.:.int.or.tuple.of.ints,.opt
78560 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 75 74 70 75 74 20 73 68 61 70 65 2e 20 ional.............Output.shape..
78580 20 49 66 20 74 68 65 20 67 69 76 65 6e 20 73 68 61 70 65 20 69 73 2c 20 65 2e 67 2e 2c 20 60 60 .If.the.given.shape.is,.e.g.,.``
785a0 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 (m,.n,.k)``,.then.............``
785c0 6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 20 20 m.*.n.*.k``.samples.are.drawn...
785e0 49 66 20 73 69 7a 65 20 69 73 20 60 60 4e 6f 6e 65 60 60 20 28 64 65 66 61 75 6c 74 29 2c 0a 20 If.size.is.``None``.(default),..
78600 20 20 20 20 20 20 20 20 20 20 20 61 20 73 69 6e 67 6c 65 20 76 61 6c 75 65 20 69 73 20 72 65 74 ...........a.single.value.is.ret
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78640 65 20 62 6f 74 68 20 73 63 61 6c 61 72 73 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 74 68 65 e.both.scalars..............Othe
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78680 2e 73 69 7a 65 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 0a 0a 20 20 20 20 .size``.samples.are.drawn.......
786a0 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 ....Returns.........-------.....
786c0 20 20 20 20 6f 75 74 20 3a 20 6e 64 61 72 72 61 79 20 6f 72 20 73 63 61 6c 61 72 0a 20 20 20 20 ....out.:.ndarray.or.scalar.....
786e0 20 20 20 20 20 20 20 20 44 72 61 77 6e 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 70 ........Drawn.samples.from.the.p
78700 61 72 61 6d 65 74 65 72 69 7a 65 64 20 75 6e 69 66 6f 72 6d 20 64 69 73 74 72 69 62 75 74 69 6f arameterized.uniform.distributio
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78740 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 72 61 6e 64 69 6e 74 20 3a 20 44 69 73 63 72 65 74 65 -----.........randint.:.Discrete
78760 20 75 6e 69 66 6f 72 6d 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2c 20 79 69 65 6c 64 69 6e 67 20 .uniform.distribution,.yielding.
78780 69 6e 74 65 67 65 72 73 2e 0a 20 20 20 20 20 20 20 20 72 61 6e 64 6f 6d 5f 69 6e 74 65 67 65 72 integers..........random_integer
787a0 73 20 3a 20 44 69 73 63 72 65 74 65 20 75 6e 69 66 6f 72 6d 20 64 69 73 74 72 69 62 75 74 69 6f s.:.Discrete.uniform.distributio
787c0 6e 20 6f 76 65 72 20 74 68 65 20 63 6c 6f 73 65 64 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 n.over.the.closed...............
787e0 20 20 20 20 20 20 20 20 20 20 20 20 69 6e 74 65 72 76 61 6c 20 60 60 5b 6c 6f 77 2c 20 68 69 67 ............interval.``[low,.hig
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78820 6f 61 74 73 20 75 6e 69 66 6f 72 6d 6c 79 20 64 69 73 74 72 69 62 75 74 65 64 20 6f 76 65 72 20 oats.uniformly.distributed.over.
78840 60 60 5b 30 2c 20 31 29 60 60 2e 0a 20 20 20 20 20 20 20 20 72 61 6e 64 6f 6d 20 3a 20 41 6c 69 ``[0,.1)``..........random.:.Ali
78860 61 73 20 66 6f 72 20 60 72 61 6e 64 6f 6d 5f 73 61 6d 70 6c 65 60 2e 0a 20 20 20 20 20 20 20 20 as.for.`random_sample`..........
78880 72 61 6e 64 20 3a 20 43 6f 6e 76 65 6e 69 65 6e 63 65 20 66 75 6e 63 74 69 6f 6e 20 74 68 61 74 rand.:.Convenience.function.that
788a0 20 61 63 63 65 70 74 73 20 64 69 6d 65 6e 73 69 6f 6e 73 20 61 73 20 69 6e 70 75 74 2c 20 65 2e .accepts.dimensions.as.input,.e.
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788e0 20 77 6f 75 6c 64 20 67 65 6e 65 72 61 74 65 20 61 20 32 2d 62 79 2d 32 20 61 72 72 61 79 20 6f .would.generate.a.2-by-2.array.o
78900 66 20 66 6c 6f 61 74 73 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 75 6e 69 66 6f 72 6d f.floats,................uniform
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78940 20 20 20 20 20 20 20 20 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 75 6e 69 66 6f 72 6d ........random.Generator.uniform
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78980 6f 64 65 2e 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d ode...........Notes.........----
789a0 2d 0a 20 20 20 20 20 20 20 20 54 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 -.........The.probability.densit
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78c80 2e 30 0a 0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d .0...........Examples.........--
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78d00 0a 0a 20 20 20 20 20 20 20 20 41 6c 6c 20 76 61 6c 75 65 73 20 61 72 65 20 77 69 74 68 69 6e 20 ..........All.values.are.within.
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78d40 20 6e 70 2e 61 6c 6c 28 73 20 3e 3d 20 2d 31 29 0a 20 20 20 20 20 20 20 20 54 72 75 65 0a 20 20 .np.all(s.>=.-1).........True...
78d60 20 20 20 20 20 20 3e 3e 3e 20 6e 70 2e 61 6c 6c 28 73 20 3c 20 30 29 0a 20 20 20 20 20 20 20 20 ......>>>.np.all(s.<.0).........
78d80 54 72 75 65 0a 0a 20 20 20 20 20 20 20 20 44 69 73 70 6c 61 79 20 74 68 65 20 68 69 73 74 6f 67 True..........Display.the.histog
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78e00 70 6c 6f 74 6c 69 62 2e 70 79 70 6c 6f 74 20 61 73 20 70 6c 74 0a 20 20 20 20 20 20 20 20 3e 3e plotlib.pyplot.as.plt.........>>
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78e60 3e 3e 20 70 6c 74 2e 70 6c 6f 74 28 62 69 6e 73 2c 20 6e 70 2e 6f 6e 65 73 5f 6c 69 6b 65 28 62 >>.plt.plot(bins,.np.ones_like(b
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78ea0 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 73 68 6f 77 28 29 0a 0a 20 20 20 20 20 20 20 20 00 00 ......>>>.plt.show()............
78ec0 0a 20 20 20 20 20 20 20 20 63 68 6f 69 63 65 28 61 2c 20 73 69 7a 65 3d 4e 6f 6e 65 2c 20 72 65 .........choice(a,.size=None,.re
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7b380 20 20 20 20 20 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 73 74 61 6e 64 61 72 64 5f 65 .....random.Generator.standard_e
7b3a0 78 70 6f 6e 65 6e 74 69 61 6c 3a 20 77 68 69 63 68 20 73 68 6f 75 6c 64 20 62 65 20 75 73 65 64 xponential:.which.should.be.used
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7b3e0 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 4f 75 74 70 75 74 .........--------.........Output
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7b420 3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e 73 74 61 6e 64 61 72 64 5f 65 78 70 6f 6e 65 6e 74 69 61 6c =.np.random.standard_exponential
7b440 28 28 33 2c 20 38 30 30 30 29 29 0a 0a 20 20 20 20 20 20 20 20 00 00 00 00 00 00 00 00 00 00 00 ((3,.8000)).....................
7b460 0a 20 20 20 20 20 20 20 20 65 78 70 6f 6e 65 6e 74 69 61 6c 28 73 63 61 6c 65 3d 31 2e 30 2c 20 .........exponential(scale=1.0,.
7b480 73 69 7a 65 3d 4e 6f 6e 65 29 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 size=None)..........Draw.samples
7b4a0 20 66 72 6f 6d 20 61 6e 20 65 78 70 6f 6e 65 6e 74 69 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f .from.an.exponential.distributio
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7b500 3a 3a 20 66 28 78 3b 20 5c 66 72 61 63 7b 31 7d 7b 5c 62 65 74 61 7d 29 20 3d 20 5c 66 72 61 63 ::.f(x;.\frac{1}{\beta}).=.\frac
7b520 7b 31 7d 7b 5c 62 65 74 61 7d 20 5c 65 78 70 28 2d 5c 66 72 61 63 7b 78 7d 7b 5c 62 65 74 61 7d {1}{\beta}.\exp(-\frac{x}{\beta}
7b540 29 2c 0a 0a 20 20 20 20 20 20 20 20 66 6f 72 20 60 60 78 20 3e 20 30 60 60 20 61 6e 64 20 30 20 ),..........for.``x.>.0``.and.0.
7b560 65 6c 73 65 77 68 65 72 65 2e 20 3a 6d 61 74 68 3a 60 5c 62 65 74 61 60 20 69 73 20 74 68 65 20 elsewhere..:math:`\beta`.is.the.
7b580 73 63 61 6c 65 20 70 61 72 61 6d 65 74 65 72 2c 0a 20 20 20 20 20 20 20 20 77 68 69 63 68 20 69 scale.parameter,.........which.i
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7b5e0 20 20 20 20 20 20 20 54 68 65 20 72 61 74 65 20 70 61 72 61 6d 65 74 65 72 20 69 73 20 61 6e 20 .......The.rate.parameter.is.an.
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7b660 20 54 68 65 20 65 78 70 6f 6e 65 6e 74 69 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 73 .The.exponential.distribution.is
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7b740 20 20 62 65 74 77 65 65 6e 20 70 61 67 65 20 72 65 71 75 65 73 74 73 20 74 6f 20 57 69 6b 69 70 ..between.page.requests.to.Wikip
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7b780 20 20 20 20 20 20 20 20 20 20 4e 65 77 20 63 6f 64 65 20 73 68 6f 75 6c 64 20 75 73 65 20 74 68 ..........New.code.should.use.th
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7b7e0 60 7e 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 60 20 69 6e 73 74 61 6e `~numpy.random.Generator`.instan
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7b960 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6d 20 2a .n,.k)``,.then.............``m.*
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7ba40 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d ..........Returns.........------
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7ba80 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d r.............Drawn.samples.from
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7bb60 65 74 77 65 65 6e 20 63 75 73 74 6f 6d 65 72 20 63 61 6c 6c 73 20 69 73 20 34 20 6d 69 6e 75 74 etween.customer.calls.is.4.minut
7bb80 65 73 2e 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 6e 20 3d 20 31 30 30 30 30 0a 20 20 20 20 20 es...........>>>.n.=.10000......
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7bc40 20 34 20 74 6f 20 35 20 6d 69 6e 75 74 65 73 3f 20 0a 20 20 20 20 20 20 20 20 0a 20 20 20 20 20 .4.to.5.minutes?................
7bc60 20 20 20 3e 3e 3e 20 78 20 3d 20 28 28 74 69 6d 65 5f 62 65 74 77 65 65 6e 5f 63 61 6c 6c 73 20 ...>>>.x.=.((time_between_calls.
7bc80 3c 20 35 29 2e 73 75 6d 28 29 29 2f 6e 20 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 79 20 3d 20 28 <.5).sum())/n..........>>>.y.=.(
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7bcc0 6e 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 78 2d 79 0a 20 20 20 20 20 20 20 20 30 2e 30 38 20 23 n.........>>>.x-y.........0.08.#
7bce0 20 6d 61 79 20 76 61 72 79 0a 0a 20 20 20 20 20 20 20 20 53 65 65 20 41 6c 73 6f 0a 20 20 20 20 .may.vary..........See.Also.....
7bd00 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 72 61 6e 64 6f 6d 2e 47 65 6e 65 ....--------.........random.Gene
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7be00 20 35 37 2e 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 32 5d 20 57 69 6b 69 70 65 64 69 61 2c 20 22 .57.............[2].Wikipedia,."
7be20 50 6f 69 73 73 6f 6e 20 70 72 6f 63 65 73 73 22 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 Poisson.process",...............
7be40 20 68 74 74 70 73 3a 2f 2f 65 6e 2e 77 69 6b 69 70 65 64 69 61 2e 6f 72 67 2f 77 69 6b 69 2f 50 .https://en.wikipedia.org/wiki/P
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7bf00 0a 20 20 20 20 20 20 20 20 62 65 74 61 28 61 2c 20 62 2c 20 73 69 7a 65 3d 4e 6f 6e 65 29 0a 0a .........beta(a,.b,.size=None)..
7bf20 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 61 20 42 65 74 61 ........Draw.samples.from.a.Beta
7bf40 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 54 68 65 20 42 65 74 61 .distribution...........The.Beta
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7bf80 6f 66 20 74 68 65 20 44 69 72 69 63 68 6c 65 74 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2c 0a 20 of.the.Dirichlet.distribution,..
7bfa0 20 20 20 20 20 20 20 61 6e 64 20 69 73 20 72 65 6c 61 74 65 64 20 74 6f 20 74 68 65 20 47 61 6d .......and.is.related.to.the.Gam
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7c060 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 ................................
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7c0c0 42 2c 20 69 73 20 74 68 65 20 62 65 74 61 20 66 75 6e 63 74 69 6f 6e 2c 0a 0a 20 20 20 20 20 20 B,.is.the.beta.function,........
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7c100 69 6e 74 5f 30 5e 31 20 74 5e 7b 5c 61 6c 70 68 61 20 2d 20 31 7d 0a 20 20 20 20 20 20 20 20 20 int_0^1.t^{\alpha.-.1}..........
7c120 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 28 31 20 2d ............................(1.-
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7c1e0 47 65 6e 65 72 61 74 6f 72 2e 62 65 74 61 60 0a 20 20 20 20 20 20 20 20 20 20 20 20 6d 65 74 68 Generator.beta`.............meth
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7c240 70 6c 65 61 73 65 20 73 65 65 20 74 68 65 20 3a 72 65 66 3a 60 72 61 6e 64 6f 6d 2d 71 75 69 63 please.see.the.:ref:`random-quic
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7c2c0 20 20 20 20 20 20 20 20 41 6c 70 68 61 2c 20 70 6f 73 69 74 69 76 65 20 28 3e 30 29 2e 0a 20 20 ........Alpha,.positive.(>0)....
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7c420 61 6e 64 20 60 60 62 60 60 20 61 72 65 20 62 6f 74 68 20 73 63 61 6c 61 72 73 2e 0a 20 20 20 20 and.``b``.are.both.scalars......
7c440 20 20 20 20 20 20 20 20 4f 74 68 65 72 77 69 73 65 2c 20 60 60 6e 70 2e 62 72 6f 61 64 63 61 73 ........Otherwise,.``np.broadcas
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7d720 74 65 67 65 72 20 60 60 68 61 73 5f 67 61 75 73 73 60 60 2e 0a 20 20 20 20 20 20 20 20 20 20 20 teger.``has_gauss``.............
7d740 20 35 2e 20 61 20 66 6c 6f 61 74 20 60 60 63 61 63 68 65 64 5f 67 61 75 73 73 69 61 6e 60 60 2e .5..a.float.``cached_gaussian``.
7d760 0a 0a 20 20 20 20 20 20 20 20 20 20 20 20 49 66 20 60 6c 65 67 61 63 79 60 20 69 73 20 46 61 6c ..............If.`legacy`.is.Fal
7d780 73 65 2c 20 6f 72 20 74 68 65 20 42 69 74 47 65 6e 65 72 61 74 6f 72 20 69 73 20 6e 6f 74 20 4d se,.or.the.BitGenerator.is.not.M
7d7a0 54 31 39 39 33 37 2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 73 74 61 74 65 20 69 T19937,.then.............state.i
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7d800 20 20 20 20 20 20 20 73 65 74 5f 73 74 61 74 65 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a .......set_state..........Notes.
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7d880 20 72 61 6e 64 6f 6d 20 64 69 73 74 72 69 62 75 74 69 6f 6e 73 20 69 6e 20 4e 75 6d 50 79 2e 20 .random.distributions.in.NumPy..
7d8a0 49 66 20 74 68 65 20 69 6e 74 65 72 6e 61 6c 20 73 74 61 74 65 20 69 73 20 6d 61 6e 75 61 6c 6c If.the.internal.state.is.manuall
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7d920 0a 20 20 20 20 20 20 20 20 73 65 65 64 28 73 65 65 64 3d 4e 6f 6e 65 29 0a 0a 20 20 20 20 20 20 .........seed(seed=None)........
7d940 20 20 52 65 73 65 65 64 20 61 20 6c 65 67 61 63 79 20 4d 54 31 39 39 33 37 20 42 69 74 47 65 6e ..Reseed.a.legacy.MT19937.BitGen
7d960 65 72 61 74 6f 72 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20 2d 2d erator..........Notes.........--
7d980 2d 2d 2d 0a 20 20 20 20 20 20 20 20 54 68 69 73 20 69 73 20 61 20 63 6f 6e 76 65 6e 69 65 6e 63 ---.........This.is.a.convenienc
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7da40 2e 0a 20 20 20 20 20 20 20 20 54 68 69 73 20 65 78 61 6d 70 6c 65 20 64 65 6d 6f 6e 73 74 72 61 ..........This.example.demonstra
7da60 74 65 73 20 62 65 73 74 20 70 72 61 63 74 69 63 65 2e 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 tes.best.practice...........>>>.
7da80 66 72 6f 6d 20 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 20 69 6d 70 6f 72 74 20 4d 54 31 39 39 33 37 from.numpy.random.import.MT19937
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7db40 61 72 74 20 74 68 65 20 73 74 72 65 61 6d 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 72 73 20 3d 20 art.the.stream.........>>>.rs.=.
7db60 52 61 6e 64 6f 6d 53 74 61 74 65 28 4d 54 31 39 39 33 37 28 53 65 65 64 53 65 71 75 65 6e 63 65 RandomState(MT19937(SeedSequence
7db80 28 39 38 37 36 35 34 33 32 31 29 29 29 0a 20 20 20 20 20 20 20 20 00 00 00 00 00 00 00 00 00 00 (987654321)))...................
7dba0 54 68 69 73 20 66 75 6e 63 74 69 6f 6e 20 69 73 20 64 65 70 72 65 63 61 74 65 64 2e 20 50 6c 65 This.function.is.deprecated..Ple
7dbc0 61 73 65 20 63 61 6c 6c 20 72 61 6e 64 69 6e 74 28 7b 6c 6f 77 7d 2c 20 7b 68 69 67 68 7d 20 2b ase.call.randint({low},.{high}.+
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7dc20 20 31 2d 64 69 6d 65 6e 73 69 6f 6e 61 6c 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 .1-dimensional..................
7dc40 70 72 6f 62 61 62 69 6c 69 74 69 65 73 20 61 72 65 20 6e 6f 74 20 6e 6f 6e 2d 6e 65 67 61 74 69 probabilities.are.not.non-negati
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7dc80 6e 75 6d 70 79 2e 63 6f 72 65 2e 75 6d 61 74 68 20 66 61 69 6c 65 64 20 74 6f 20 69 6d 70 6f 72 numpy.core.umath.failed.to.impor
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7dcc0 6d 65 61 6e 20 61 6e 64 20 63 6f 76 20 6d 75 73 74 20 68 61 76 65 20 73 61 6d 65 20 6c 65 6e 67 mean.and.cov.must.have.same.leng
7dce0 74 68 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 th..............................
7dd00 6c 65 67 61 63 79 20 63 61 6e 20 6f 6e 6c 79 20 62 65 20 54 72 75 65 20 77 68 65 6e 20 74 68 65 legacy.can.only.be.True.when.the
7dd20 20 75 6e 64 65 72 6c 79 69 67 6e 20 62 69 74 67 65 6e 65 72 61 74 6f 72 20 69 73 20 61 6e 20 69 .underlyign.bitgenerator.is.an.i
7dd40 6e 73 74 61 6e 63 65 20 6f 66 20 4d 54 31 39 39 33 37 2e 00 00 00 00 00 00 00 00 00 00 00 00 00 nstance.of.MT19937..............
7dd60 67 65 74 5f 73 74 61 74 65 20 61 6e 64 20 6c 65 67 61 63 79 20 63 61 6e 20 6f 6e 6c 79 20 62 65 get_state.and.legacy.can.only.be
7dd80 20 75 73 65 64 20 77 69 74 68 20 74 68 65 20 4d 54 31 39 39 33 37 20 42 69 74 47 65 6e 65 72 61 .used.with.the.MT19937.BitGenera
7dda0 74 6f 72 2e 20 54 6f 20 73 69 6c 65 6e 63 65 20 74 68 69 73 20 77 61 72 6e 69 6e 67 2c 20 73 65 tor..To.silence.this.warning,.se
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7dde0 63 6f 76 61 72 69 61 6e 63 65 20 69 73 20 6e 6f 74 20 73 79 6d 6d 65 74 72 69 63 20 70 6f 73 69 covariance.is.not.symmetric.posi
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7de20 63 6f 76 20 6d 75 73 74 20 62 65 20 32 20 64 69 6d 65 6e 73 69 6f 6e 61 6c 20 61 6e 64 20 73 71 cov.must.be.2.dimensional.and.sq
7de40 75 61 72 65 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 uare............................
7de60 63 68 65 63 6b 5f 76 61 6c 69 64 20 6d 75 73 74 20 65 71 75 61 6c 20 27 77 61 72 6e 27 2c 20 27 check_valid.must.equal.'warn',.'
7de80 72 61 69 73 65 27 2c 20 6f 72 20 27 69 67 6e 6f 72 65 27 00 00 00 00 00 00 00 00 00 00 00 00 00 raise',.or.'ignore'.............
7dea0 63 61 6e 20 6f 6e 6c 79 20 72 65 2d 73 65 65 64 20 61 20 4d 54 31 39 39 33 37 20 42 69 74 47 65 can.only.re-seed.a.MT19937.BitGe
7dec0 6e 65 72 61 74 6f 72 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 nerator.........................
7dee0 61 20 6d 75 73 74 20 62 65 20 31 2d 64 69 6d 65 6e 73 69 6f 6e 61 6c 20 6f 72 20 61 6e 20 69 6e a.must.be.1-dimensional.or.an.in
7df00 74 65 67 65 72 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 teger...........................
7df20 54 68 69 73 20 66 75 6e 63 74 69 6f 6e 20 69 73 20 64 65 70 72 65 63 61 74 65 64 2e 20 50 6c 65 This.function.is.deprecated..Ple
7df40 61 73 65 20 63 61 6c 6c 20 72 61 6e 64 69 6e 74 28 31 2c 20 7b 6c 6f 77 7d 20 2b 20 31 29 20 69 ase.call.randint(1,.{low}.+.1).i
7df60 6e 73 74 65 61 64 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 nstead..........................
7df80 53 68 75 66 66 6c 69 6e 67 20 61 20 6f 6e 65 20 64 69 6d 65 6e 73 69 6f 6e 61 6c 20 61 72 72 61 Shuffling.a.one.dimensional.arra
7dfa0 79 20 73 75 62 63 6c 61 73 73 20 63 6f 6e 74 61 69 6e 69 6e 67 20 6f 62 6a 65 63 74 73 20 67 69 y.subclass.containing.objects.gi
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7dfe0 72 72 61 79 20 73 75 62 63 6c 61 73 73 65 73 2e 20 20 50 6c 65 61 73 65 20 75 73 65 20 74 68 65 rray.subclasses...Please.use.the
7e000 20 6e 65 77 20 72 61 6e 64 6f 6d 20 6e 75 6d 62 65 72 20 41 50 49 20 69 6e 73 74 65 61 64 3a 20 .new.random.number.API.instead:.
7e020 68 74 74 70 73 3a 2f 2f 6e 75 6d 70 79 2e 6f 72 67 2f 64 6f 63 2f 73 74 61 62 6c 65 2f 72 65 66 https://numpy.org/doc/stable/ref
7e040 65 72 65 6e 63 65 2f 72 61 6e 64 6f 6d 2f 69 6e 64 65 78 2e 68 74 6d 6c 0a 54 68 65 20 6e 65 77 erence/random/index.html.The.new
7e060 20 41 50 49 20 66 69 78 65 73 20 74 68 69 73 20 69 73 73 75 65 2e 20 54 68 69 73 20 76 65 72 73 .API.fixes.this.issue..This.vers
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7e0a0 62 69 6c 69 74 79 20 67 75 61 72 61 6e 74 65 65 73 20 6f 66 20 74 68 65 20 41 50 49 2e 00 00 00 bility.guarantees.of.the.API....
7e0c0 52 61 6e 64 6f 6d 53 74 61 74 65 2e 74 72 69 61 6e 67 75 6c 61 72 20 28 6c 69 6e 65 20 33 32 34 RandomState.triangular.(line.324
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7e120 30 29 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 0)..............................
7e140 52 61 6e 64 6f 6d 53 74 61 74 65 2e 73 74 61 6e 64 61 72 64 5f 6e 6f 72 6d 61 6c 20 28 6c 69 6e RandomState.standard_normal.(lin
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7e180 52 61 6e 64 6f 6d 53 74 61 74 65 2e 73 74 61 6e 64 61 72 64 5f 65 78 70 6f 6e 65 6e 74 69 61 6c RandomState.standard_exponential
7e1a0 20 28 6c 69 6e 65 20 35 37 37 29 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 .(line.577).....................
7e1c0 52 61 6e 64 6f 6d 53 74 61 74 65 2e 73 74 61 6e 64 61 72 64 5f 63 61 75 63 68 79 20 28 6c 69 6e RandomState.standard_cauchy.(lin
7e1e0 65 20 32 30 37 35 29 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 e.2075).........................
7e200 52 61 6e 64 6f 6d 53 74 61 74 65 2e 72 61 6e 64 6f 6d 5f 73 61 6d 70 6c 65 20 28 6c 69 6e 65 20 RandomState.random_sample.(line.
7e220 33 38 35 29 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 385)............................
7e240 52 61 6e 64 6f 6d 53 74 61 74 65 2e 72 61 6e 64 6f 6d 5f 69 6e 74 65 67 65 72 73 20 28 6c 69 6e RandomState.random_integers.(lin
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7e280 52 61 6e 64 6f 6d 53 74 61 74 65 2e 70 65 72 6d 75 74 61 74 69 6f 6e 20 28 6c 69 6e 65 20 34 36 RandomState.permutation.(line.46
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7e2c0 52 61 6e 64 6f 6d 53 74 61 74 65 2e 6e 6f 6e 63 65 6e 74 72 61 6c 5f 66 20 28 6c 69 6e 65 20 31 RandomState.noncentral_f.(line.1
7e2e0 38 32 33 29 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 823)............................
7e300 52 61 6e 64 6f 6d 53 74 61 74 65 2e 6e 6f 6e 63 65 6e 74 72 61 6c 5f 63 68 69 73 71 75 61 72 65 RandomState.noncentral_chisquare
7e320 20 28 6c 69 6e 65 20 31 39 38 36 29 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 .(line.1986)....................
7e340 52 61 6e 64 6f 6d 53 74 61 74 65 2e 6e 65 67 61 74 69 76 65 5f 62 69 6e 6f 6d 69 61 6c 20 28 6c RandomState.negative_binomial.(l
7e360 69 6e 65 20 33 35 30 35 29 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ine.3505).......................
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7e400 50 72 6f 76 69 64 69 6e 67 20 61 20 64 74 79 70 65 20 77 69 74 68 20 61 20 6e 6f 6e 2d 6e 61 74 Providing.a.dtype.with.a.non-nat
7e420 69 76 65 20 62 79 74 65 6f 72 64 65 72 20 69 73 20 6e 6f 74 20 73 75 70 70 6f 72 74 65 64 2e 20 ive.byteorder.is.not.supported..
7e440 49 66 20 79 6f 75 20 72 65 71 75 69 72 65 20 70 6c 61 74 66 6f 72 6d 2d 69 6e 64 65 70 65 6e 64 If.you.require.platform-independ
7e460 65 6e 74 20 62 79 74 65 6f 72 64 65 72 2c 20 63 61 6c 6c 20 62 79 74 65 73 77 61 70 20 77 68 65 ent.byteorder,.call.byteswap.whe
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7e4c0 56 61 6c 75 65 45 72 72 6f 72 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ValueError......................
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7e520 49 6e 76 61 6c 69 64 20 62 69 74 20 67 65 6e 65 72 61 74 6f 72 2e 20 54 68 65 20 62 69 74 20 67 Invalid.bit.generator..The.bit.g
7e540 65 6e 65 72 61 74 6f 72 20 6d 75 73 74 20 62 65 20 69 6e 73 74 61 6e 74 69 7a 65 64 2e 00 00 00 enerator.must.be.instantized....
7e560 46 65 77 65 72 20 6e 6f 6e 2d 7a 65 72 6f 20 65 6e 74 72 69 65 73 20 69 6e 20 70 20 74 68 61 6e Fewer.non-zero.entries.in.p.than
7e580 20 73 69 7a 65 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 .size...........................
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7e5e0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
7e600 0a 20 20 20 20 20 20 20 20 7a 69 70 66 28 61 2c 20 73 69 7a 65 3d 4e 6f 6e 65 29 0a 0a 20 20 20 .........zipf(a,.size=None).....
7e620 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 61 20 5a 69 70 66 20 64 69 .....Draw.samples.from.a.Zipf.di
7e640 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 53 61 6d 70 6c 65 73 20 61 72 65 stribution...........Samples.are
7e660 20 64 72 61 77 6e 20 66 72 6f 6d 20 61 20 5a 69 70 66 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 .drawn.from.a.Zipf.distribution.
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7e740 20 20 20 20 20 66 72 65 71 75 65 6e 63 79 20 6f 66 20 61 6e 20 69 74 65 6d 20 69 73 20 69 6e 76 .....frequency.of.an.item.is.inv
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7e7a0 20 20 20 20 20 20 20 2e 2e 20 6e 6f 74 65 3a 3a 0a 20 20 20 20 20 20 20 20 20 20 20 20 4e 65 77 ..........note::.............New
7e7c0 20 63 6f 64 65 20 73 68 6f 75 6c 64 20 75 73 65 20 74 68 65 20 60 7e 6e 75 6d 70 79 2e 72 61 6e .code.should.use.the.`~numpy.ran
7e7e0 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 7a 69 70 66 60 0a 20 20 20 20 20 20 20 20 20 20 20 20 dom.Generator.zipf`.............
7e800 6d 65 74 68 6f 64 20 6f 66 20 61 20 60 7e 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 method.of.a.`~numpy.random.Gener
7e820 61 74 6f 72 60 20 69 6e 73 74 61 6e 63 65 20 69 6e 73 74 65 61 64 3b 0a 20 20 20 20 20 20 20 20 ator`.instance.instead;.........
7e840 20 20 20 20 70 6c 65 61 73 65 20 73 65 65 20 74 68 65 20 3a 72 65 66 3a 60 72 61 6e 64 6f 6d 2d ....please.see.the.:ref:`random-
7e860 71 75 69 63 6b 2d 73 74 61 72 74 60 2e 0a 0a 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 quick-start`...........Parameter
7e880 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 61 20 3a s.........----------.........a.:
7e8a0 20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a 20 .float.or.array_like.of.floats..
7e8c0 20 20 20 20 20 20 20 20 20 20 20 44 69 73 74 72 69 62 75 74 69 6f 6e 20 70 61 72 61 6d 65 74 65 ...........Distribution.paramete
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7e900 20 20 20 73 69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74 75 70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 ...size.:.int.or.tuple.of.ints,.
7e920 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 75 74 70 75 74 20 73 68 61 70 optional.............Output.shap
7e940 65 2e 20 20 49 66 20 74 68 65 20 67 69 76 65 6e 20 73 68 61 70 65 20 69 73 2c 20 65 2e 67 2e 2c e...If.the.given.shape.is,.e.g.,
7e960 20 60 60 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 .``(m,.n,.k)``,.then............
7e980 20 60 60 6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e .``m.*.n.*.k``.samples.are.drawn
7e9a0 2e 20 20 49 66 20 73 69 7a 65 20 69 73 20 60 60 4e 6f 6e 65 60 60 20 28 64 65 66 61 75 6c 74 29 ...If.size.is.``None``.(default)
7e9c0 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 61 20 73 69 6e 67 6c 65 20 76 61 6c 75 65 20 69 73 20 ,.............a.single.value.is.
7e9e0 72 65 74 75 72 6e 65 64 20 69 66 20 60 60 61 60 60 20 69 73 20 61 20 73 63 61 6c 61 72 2e 20 4f returned.if.``a``.is.a.scalar..O
7ea00 74 68 65 72 77 69 73 65 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6e 70 2e 61 72 72 61 79 therwise,.............``np.array
7ea20 28 61 29 2e 73 69 7a 65 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 0a 0a 20 (a).size``.samples.are.drawn....
7ea40 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 .......Returns.........-------..
7ea60 20 20 20 20 20 20 20 6f 75 74 20 3a 20 6e 64 61 72 72 61 79 20 6f 72 20 73 63 61 6c 61 72 0a 20 .......out.:.ndarray.or.scalar..
7ea80 20 20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 ...........Drawn.samples.from.th
7eaa0 65 20 70 61 72 61 6d 65 74 65 72 69 7a 65 64 20 5a 69 70 66 20 64 69 73 74 72 69 62 75 74 69 6f e.parameterized.Zipf.distributio
7eac0 6e 2e 0a 0a 20 20 20 20 20 20 20 20 53 65 65 20 41 6c 73 6f 0a 20 20 20 20 20 20 20 20 2d 2d 2d n...........See.Also.........---
7eae0 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 73 63 69 70 79 2e 73 74 61 74 73 2e 7a 69 70 66 20 3a -----.........scipy.stats.zipf.:
7eb00 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e 2c 20 64 .probability.density.function,.d
7eb20 69 73 74 72 69 62 75 74 69 6f 6e 2c 20 6f 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 63 75 6d 75 istribution,.or.............cumu
7eb40 6c 61 74 69 76 65 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e 2c 20 65 74 63 2e 0a 20 20 lative.density.function,.etc....
7eb60 20 20 20 20 20 20 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 7a 69 70 66 3a 20 77 68 69 ......random.Generator.zipf:.whi
7eb80 63 68 20 73 68 6f 75 6c 64 20 62 65 20 75 73 65 64 20 66 6f 72 20 6e 65 77 20 63 6f 64 65 2e 0a ch.should.be.used.for.new.code..
7eba0 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 20 .........Notes.........-----....
7ebc0 20 20 20 20 20 54 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 6f 72 .....The.probability.density.for
7ebe0 20 74 68 65 20 5a 69 70 66 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 73 0a 0a 20 20 20 20 20 .the.Zipf.distribution.is.......
7ec00 20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20 70 28 6b 29 20 3d 20 5c 66 72 61 63 7b 6b 5e 7b 2d 61 7d ......math::.p(k).=.\frac{k^{-a}
7ec20 7d 7b 5c 7a 65 74 61 28 61 29 7d 2c 0a 0a 20 20 20 20 20 20 20 20 66 6f 72 20 69 6e 74 65 67 65 }{\zeta(a)},..........for.intege
7ec40 72 73 20 3a 6d 61 74 68 3a 60 6b 20 5c 67 65 71 20 31 60 2c 20 77 68 65 72 65 20 3a 6d 61 74 68 rs.:math:`k.\geq.1`,.where.:math
7ec60 3a 60 5c 7a 65 74 61 60 20 69 73 20 74 68 65 20 52 69 65 6d 61 6e 6e 20 5a 65 74 61 0a 20 20 20 :`\zeta`.is.the.Riemann.Zeta....
7ec80 20 20 20 20 20 66 75 6e 63 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 49 74 20 69 73 20 6e 61 .....function...........It.is.na
7eca0 6d 65 64 20 66 6f 72 20 74 68 65 20 41 6d 65 72 69 63 61 6e 20 6c 69 6e 67 75 69 73 74 20 47 65 med.for.the.American.linguist.Ge
7ecc0 6f 72 67 65 20 4b 69 6e 67 73 6c 65 79 20 5a 69 70 66 2c 20 77 68 6f 20 6e 6f 74 65 64 0a 20 20 orge.Kingsley.Zipf,.who.noted...
7ece0 20 20 20 20 20 20 74 68 61 74 20 74 68 65 20 66 72 65 71 75 65 6e 63 79 20 6f 66 20 61 6e 79 20 ......that.the.frequency.of.any.
7ed00 77 6f 72 64 20 69 6e 20 61 20 73 61 6d 70 6c 65 20 6f 66 20 61 20 6c 61 6e 67 75 61 67 65 20 69 word.in.a.sample.of.a.language.i
7ed20 73 20 69 6e 76 65 72 73 65 6c 79 0a 20 20 20 20 20 20 20 20 70 72 6f 70 6f 72 74 69 6f 6e 61 6c s.inversely.........proportional
7ed40 20 74 6f 20 69 74 73 20 72 61 6e 6b 20 69 6e 20 74 68 65 20 66 72 65 71 75 65 6e 63 79 20 74 61 .to.its.rank.in.the.frequency.ta
7ed60 62 6c 65 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20 20 20 ble...........References........
7ed80 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 31 5d 20 5a 69 70 66 2c .----------............[1].Zipf,
7eda0 20 47 2e 20 4b 2e 2c 20 22 53 65 6c 65 63 74 65 64 20 53 74 75 64 69 65 73 20 6f 66 20 74 68 65 .G..K.,."Selected.Studies.of.the
7edc0 20 50 72 69 6e 63 69 70 6c 65 20 6f 66 20 52 65 6c 61 74 69 76 65 0a 20 20 20 20 20 20 20 20 20 .Principle.of.Relative..........
7ede0 20 20 20 20 20 20 46 72 65 71 75 65 6e 63 79 20 69 6e 20 4c 61 6e 67 75 61 67 65 2c 22 20 43 61 ......Frequency.in.Language,".Ca
7ee00 6d 62 72 69 64 67 65 2c 20 4d 41 3a 20 48 61 72 76 61 72 64 20 55 6e 69 76 2e 20 50 72 65 73 73 mbridge,.MA:.Harvard.Univ..Press
7ee20 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 31 39 33 32 2e 0a 0a 20 20 20 20 20 20 20 20 ,................1932...........
7ee40 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 Examples.........--------.......
7ee60 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 64 69 73 74 72 69 62 75 ..Draw.samples.from.the.distribu
7ee80 74 69 6f 6e 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 61 20 3d 20 34 2e 30 0a 20 20 20 20 20 tion:..........>>>.a.=.4.0......
7eea0 20 20 20 3e 3e 3e 20 6e 20 3d 20 32 30 30 30 30 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 73 20 3d ...>>>.n.=.20000.........>>>.s.=
7eec0 20 6e 70 2e 72 61 6e 64 6f 6d 2e 7a 69 70 66 28 61 2c 20 6e 29 0a 0a 20 20 20 20 20 20 20 20 44 .np.random.zipf(a,.n)..........D
7eee0 69 73 70 6c 61 79 20 74 68 65 20 68 69 73 74 6f 67 72 61 6d 20 6f 66 20 74 68 65 20 73 61 6d 70 isplay.the.histogram.of.the.samp
7ef00 6c 65 73 2c 20 61 6c 6f 6e 67 20 77 69 74 68 0a 20 20 20 20 20 20 20 20 74 68 65 20 65 78 70 65 les,.along.with.........the.expe
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7ef40 61 62 69 6c 69 74 79 0a 20 20 20 20 20 20 20 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e ability.........density.function
7ef60 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 69 6d 70 6f 72 74 20 6d 61 74 70 6c 6f 74 6c 69 62 :..........>>>.import.matplotlib
7ef80 2e 70 79 70 6c 6f 74 20 61 73 20 70 6c 74 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 66 72 6f 6d 20 .pyplot.as.plt.........>>>.from.
7efa0 73 63 69 70 79 2e 73 70 65 63 69 61 6c 20 69 6d 70 6f 72 74 20 7a 65 74 61 20 20 23 20 64 6f 63 scipy.special.import.zeta..#.doc
7efc0 74 65 73 74 3a 20 2b 53 4b 49 50 0a 0a 20 20 20 20 20 20 20 20 60 62 69 6e 63 6f 75 6e 74 60 20 test:.+SKIP..........`bincount`.
7efe0 70 72 6f 76 69 64 65 73 20 61 20 66 61 73 74 20 68 69 73 74 6f 67 72 61 6d 20 66 6f 72 20 73 6d provides.a.fast.histogram.for.sm
7f000 61 6c 6c 20 69 6e 74 65 67 65 72 73 2e 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 63 6f 75 6e 74 all.integers...........>>>.count
7f020 20 3d 20 6e 70 2e 62 69 6e 63 6f 75 6e 74 28 73 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 6b 20 .=.np.bincount(s).........>>>.k.
7f040 3d 20 6e 70 2e 61 72 61 6e 67 65 28 31 2c 20 73 2e 6d 61 78 28 29 20 2b 20 31 29 0a 0a 20 20 20 =.np.arange(1,.s.max().+.1).....
7f060 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 62 61 72 28 6b 2c 20 63 6f 75 6e 74 5b 31 3a 5d 2c 20 61 .....>>>.plt.bar(k,.count[1:],.a
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7f0a0 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 70 6c 6f 74 28 6b 2c 20 6e 2a 28 6b 2a 2a 2d 61 ........>>>.plt.plot(k,.n*(k**-a
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7f100 64 20 63 6f 75 6e 74 27 29 20 20 20 23 20 64 6f 63 74 65 73 74 3a 20 2b 53 4b 49 50 0a 20 20 20 d.count')...#.doctest:.+SKIP....
7f120 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 73 65 6d 69 6c 6f 67 79 28 29 0a 20 20 20 20 20 20 20 20 .....>>>.plt.semilogy().........
7f140 3e 3e 3e 20 70 6c 74 2e 67 72 69 64 28 61 6c 70 68 61 3d 30 2e 34 29 0a 20 20 20 20 20 20 20 20 >>>.plt.grid(alpha=0.4).........
7f160 3e 3e 3e 20 70 6c 74 2e 6c 65 67 65 6e 64 28 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 >>>.plt.legend().........>>>.plt
7f180 2e 74 69 74 6c 65 28 66 27 5a 69 70 66 20 73 61 6d 70 6c 65 2c 20 61 3d 7b 61 7d 2c 20 73 69 7a .title(f'Zipf.sample,.a={a},.siz
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7f1c0 20 20 20 20 20 20 20 20 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
7f1e0 0a 20 20 20 20 20 20 20 20 77 65 69 62 75 6c 6c 28 61 2c 20 73 69 7a 65 3d 4e 6f 6e 65 29 0a 0a .........weibull(a,.size=None)..
7f200 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 61 20 57 65 69 62 ........Draw.samples.from.a.Weib
7f220 75 6c 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 ull.distribution...........Draw.
7f240 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 61 20 31 2d 70 61 72 61 6d 65 74 65 72 20 57 65 69 62 75 samples.from.a.1-parameter.Weibu
7f260 6c 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 77 69 74 68 20 74 68 65 20 67 69 76 65 6e 0a 20 ll.distribution.with.the.given..
7f280 20 20 20 20 20 20 20 73 68 61 70 65 20 70 61 72 61 6d 65 74 65 72 20 60 61 60 2e 0a 0a 20 20 20 .......shape.parameter.`a`......
7f2a0 20 20 20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20 58 20 3d 20 28 2d 6c 6e 28 55 29 29 5e 7b 31 2f 61 ........math::.X.=.(-ln(U))^{1/a
7f2c0 7d 0a 0a 20 20 20 20 20 20 20 20 48 65 72 65 2c 20 55 20 69 73 20 64 72 61 77 6e 20 66 72 6f 6d }..........Here,.U.is.drawn.from
7f2e0 20 74 68 65 20 75 6e 69 66 6f 72 6d 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 6f 76 65 72 20 28 .the.uniform.distribution.over.(
7f300 30 2c 31 5d 2e 0a 0a 20 20 20 20 20 20 20 20 54 68 65 20 6d 6f 72 65 20 63 6f 6d 6d 6f 6e 20 32 0,1]...........The.more.common.2
7f320 2d 70 61 72 61 6d 65 74 65 72 20 57 65 69 62 75 6c 6c 2c 20 69 6e 63 6c 75 64 69 6e 67 20 61 20 -parameter.Weibull,.including.a.
7f340 73 63 61 6c 65 20 70 61 72 61 6d 65 74 65 72 0a 20 20 20 20 20 20 20 20 3a 6d 61 74 68 3a 60 5c scale.parameter.........:math:`\
7f360 6c 61 6d 62 64 61 60 20 69 73 20 6a 75 73 74 20 3a 6d 61 74 68 3a 60 58 20 3d 20 5c 6c 61 6d 62 lambda`.is.just.:math:`X.=.\lamb
7f380 64 61 28 2d 6c 6e 28 55 29 29 5e 7b 31 2f 61 7d 60 2e 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6e da(-ln(U))^{1/a}`..............n
7f3a0 6f 74 65 3a 3a 0a 20 20 20 20 20 20 20 20 20 20 20 20 4e 65 77 20 63 6f 64 65 20 73 68 6f 75 6c ote::.............New.code.shoul
7f3c0 64 20 75 73 65 20 74 68 65 20 60 7e 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 d.use.the.`~numpy.random.Generat
7f3e0 6f 72 2e 77 65 69 62 75 6c 6c 60 0a 20 20 20 20 20 20 20 20 20 20 20 20 6d 65 74 68 6f 64 20 6f or.weibull`.............method.o
7f400 66 20 61 20 60 7e 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 60 20 69 6e f.a.`~numpy.random.Generator`.in
7f420 73 74 61 6e 63 65 20 69 6e 73 74 65 61 64 3b 0a 20 20 20 20 20 20 20 20 20 20 20 20 70 6c 65 61 stance.instead;.............plea
7f440 73 65 20 73 65 65 20 74 68 65 20 3a 72 65 66 3a 60 72 61 6e 64 6f 6d 2d 71 75 69 63 6b 2d 73 74 se.see.the.:ref:`random-quick-st
7f460 61 72 74 60 2e 0a 0a 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20 art`...........Parameters.......
7f480 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 61 20 3a 20 66 6c 6f 61 74 20 6f ..----------.........a.:.float.o
7f4a0 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a 20 20 20 20 20 20 20 20 20 r.array_like.of.floats..........
7f4c0 20 20 20 53 68 61 70 65 20 70 61 72 61 6d 65 74 65 72 20 6f 66 20 74 68 65 20 64 69 73 74 72 69 ...Shape.parameter.of.the.distri
7f4e0 62 75 74 69 6f 6e 2e 20 20 4d 75 73 74 20 62 65 20 6e 6f 6e 6e 65 67 61 74 69 76 65 2e 0a 20 20 bution...Must.be.nonnegative....
7f500 20 20 20 20 20 20 73 69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74 75 70 6c 65 20 6f 66 20 69 6e 74 ......size.:.int.or.tuple.of.int
7f520 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 75 74 70 75 74 20 73 s,.optional.............Output.s
7f540 68 61 70 65 2e 20 20 49 66 20 74 68 65 20 67 69 76 65 6e 20 73 68 61 70 65 20 69 73 2c 20 65 2e hape...If.the.given.shape.is,.e.
7f560 67 2e 2c 20 60 60 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20 20 g.,.``(m,.n,.k)``,.then.........
7f580 20 20 20 20 60 60 6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 ....``m.*.n.*.k``.samples.are.dr
7f5a0 61 77 6e 2e 20 20 49 66 20 73 69 7a 65 20 69 73 20 60 60 4e 6f 6e 65 60 60 20 28 64 65 66 61 75 awn...If.size.is.``None``.(defau
7f5c0 6c 74 29 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 61 20 73 69 6e 67 6c 65 20 76 61 6c 75 65 20 lt),.............a.single.value.
7f5e0 69 73 20 72 65 74 75 72 6e 65 64 20 69 66 20 60 60 61 60 60 20 69 73 20 61 20 73 63 61 6c 61 72 is.returned.if.``a``.is.a.scalar
7f600 2e 20 20 4f 74 68 65 72 77 69 73 65 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6e 70 2e 61 ...Otherwise,.............``np.a
7f620 72 72 61 79 28 61 29 2e 73 69 7a 65 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e rray(a).size``.samples.are.drawn
7f640 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d ...........Returns.........-----
7f660 2d 2d 0a 20 20 20 20 20 20 20 20 6f 75 74 20 3a 20 6e 64 61 72 72 61 79 20 6f 72 20 73 63 61 6c --.........out.:.ndarray.or.scal
7f680 61 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e 20 73 61 6d 70 6c 65 73 20 66 72 6f ar.............Drawn.samples.fro
7f6a0 6d 20 74 68 65 20 70 61 72 61 6d 65 74 65 72 69 7a 65 64 20 57 65 69 62 75 6c 6c 20 64 69 73 74 m.the.parameterized.Weibull.dist
7f6c0 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 53 65 65 20 41 6c 73 6f 0a 20 20 20 20 ribution...........See.Also.....
7f6e0 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 73 63 69 70 79 2e 73 74 61 74 73 ....--------.........scipy.stats
7f700 2e 77 65 69 62 75 6c 6c 5f 6d 61 78 0a 20 20 20 20 20 20 20 20 73 63 69 70 79 2e 73 74 61 74 73 .weibull_max.........scipy.stats
7f720 2e 77 65 69 62 75 6c 6c 5f 6d 69 6e 0a 20 20 20 20 20 20 20 20 73 63 69 70 79 2e 73 74 61 74 73 .weibull_min.........scipy.stats
7f740 2e 67 65 6e 65 78 74 72 65 6d 65 0a 20 20 20 20 20 20 20 20 67 75 6d 62 65 6c 0a 20 20 20 20 20 .genextreme.........gumbel......
7f760 20 20 20 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 77 65 69 62 75 6c 6c 3a 20 77 68 69 ...random.Generator.weibull:.whi
7f780 63 68 20 73 68 6f 75 6c 64 20 62 65 20 75 73 65 64 20 66 6f 72 20 6e 65 77 20 63 6f 64 65 2e 0a ch.should.be.used.for.new.code..
7f7a0 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 20 .........Notes.........-----....
7f7c0 20 20 20 20 20 54 68 65 20 57 65 69 62 75 6c 6c 20 28 6f 72 20 54 79 70 65 20 49 49 49 20 61 73 .....The.Weibull.(or.Type.III.as
7f7e0 79 6d 70 74 6f 74 69 63 20 65 78 74 72 65 6d 65 20 76 61 6c 75 65 20 64 69 73 74 72 69 62 75 74 ymptotic.extreme.value.distribut
7f800 69 6f 6e 0a 20 20 20 20 20 20 20 20 66 6f 72 20 73 6d 61 6c 6c 65 73 74 20 76 61 6c 75 65 73 2c ion.........for.smallest.values,
7f820 20 53 45 56 20 54 79 70 65 20 49 49 49 2c 20 6f 72 20 52 6f 73 69 6e 2d 52 61 6d 6d 6c 65 72 0a .SEV.Type.III,.or.Rosin-Rammler.
7f840 20 20 20 20 20 20 20 20 64 69 73 74 72 69 62 75 74 69 6f 6e 29 20 69 73 20 6f 6e 65 20 6f 66 20 ........distribution).is.one.of.
7f860 61 20 63 6c 61 73 73 20 6f 66 20 47 65 6e 65 72 61 6c 69 7a 65 64 20 45 78 74 72 65 6d 65 20 56 a.class.of.Generalized.Extreme.V
7f880 61 6c 75 65 0a 20 20 20 20 20 20 20 20 28 47 45 56 29 20 64 69 73 74 72 69 62 75 74 69 6f 6e 73 alue.........(GEV).distributions
7f8a0 20 75 73 65 64 20 69 6e 20 6d 6f 64 65 6c 69 6e 67 20 65 78 74 72 65 6d 65 20 76 61 6c 75 65 20 .used.in.modeling.extreme.value.
7f8c0 70 72 6f 62 6c 65 6d 73 2e 0a 20 20 20 20 20 20 20 20 54 68 69 73 20 63 6c 61 73 73 20 69 6e 63 problems..........This.class.inc
7f8e0 6c 75 64 65 73 20 74 68 65 20 47 75 6d 62 65 6c 20 61 6e 64 20 46 72 65 63 68 65 74 20 64 69 73 ludes.the.Gumbel.and.Frechet.dis
7f900 74 72 69 62 75 74 69 6f 6e 73 2e 0a 0a 20 20 20 20 20 20 20 20 54 68 65 20 70 72 6f 62 61 62 69 tributions...........The.probabi
7f920 6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 6f 72 20 74 68 65 20 57 65 69 62 75 6c 6c 20 64 69 73 lity.density.for.the.Weibull.dis
7f940 74 72 69 62 75 74 69 6f 6e 20 69 73 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20 tribution.is.............math::.
7f960 70 28 78 29 20 3d 20 5c 66 72 61 63 7b 61 7d 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 p(x).=.\frac{a}.................
7f980 20 20 20 20 20 20 20 20 20 7b 5c 6c 61 6d 62 64 61 7d 28 5c 66 72 61 63 7b 78 7d 7b 5c 6c 61 6d .........{\lambda}(\frac{x}{\lam
7f9a0 62 64 61 7d 29 5e 7b 61 2d 31 7d 65 5e 7b 2d 28 78 2f 5c 6c 61 6d 62 64 61 29 5e 61 7d 2c 0a 0a bda})^{a-1}e^{-(x/\lambda)^a},..
7f9c0 20 20 20 20 20 20 20 20 77 68 65 72 65 20 3a 6d 61 74 68 3a 60 61 60 20 69 73 20 74 68 65 20 73 ........where.:math:`a`.is.the.s
7f9e0 68 61 70 65 20 61 6e 64 20 3a 6d 61 74 68 3a 60 5c 6c 61 6d 62 64 61 60 20 74 68 65 20 73 63 61 hape.and.:math:`\lambda`.the.sca
7fa00 6c 65 2e 0a 0a 20 20 20 20 20 20 20 20 54 68 65 20 66 75 6e 63 74 69 6f 6e 20 68 61 73 20 69 74 le...........The.function.has.it
7fa20 73 20 70 65 61 6b 20 28 74 68 65 20 6d 6f 64 65 29 20 61 74 0a 20 20 20 20 20 20 20 20 3a 6d 61 s.peak.(the.mode).at.........:ma
7fa40 74 68 3a 60 5c 6c 61 6d 62 64 61 28 5c 66 72 61 63 7b 61 2d 31 7d 7b 61 7d 29 5e 7b 31 2f 61 7d th:`\lambda(\frac{a-1}{a})^{1/a}
7fa60 60 2e 0a 0a 20 20 20 20 20 20 20 20 57 68 65 6e 20 60 60 61 20 3d 20 31 60 60 2c 20 74 68 65 20 `...........When.``a.=.1``,.the.
7fa80 57 65 69 62 75 6c 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 72 65 64 75 63 65 73 20 74 6f 20 Weibull.distribution.reduces.to.
7faa0 74 68 65 20 65 78 70 6f 6e 65 6e 74 69 61 6c 0a 20 20 20 20 20 20 20 20 64 69 73 74 72 69 62 75 the.exponential.........distribu
7fac0 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20 20 tion...........References.......
7fae0 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 31 5d 20 57 61 6c 6f ..----------............[1].Walo
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7fc20 20 57 65 69 62 75 6c 6c 2c 20 22 41 20 53 74 61 74 69 73 74 69 63 61 6c 20 44 69 73 74 72 69 62 .Weibull,."A.Statistical.Distrib
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7fd20 62 75 74 69 6f 6e 0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 bution..........Examples........
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7fd80 3e 3e 20 61 20 3d 20 35 2e 20 23 20 73 68 61 70 65 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 73 20 >>.a.=.5..#.shape.........>>>.s.
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7fe40 70 79 70 6c 6f 74 20 61 73 20 70 6c 74 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 78 20 3d 20 6e 70 pyplot.as.plt.........>>>.x.=.np
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7fe80 64 65 66 20 77 65 69 62 28 78 2c 6e 2c 61 29 3a 0a 20 20 20 20 20 20 20 20 2e 2e 2e 20 20 20 20 def.weib(x,n,a):................
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7ff00 2e 68 69 73 74 28 6e 70 2e 72 61 6e 64 6f 6d 2e 77 65 69 62 75 6c 6c 28 35 2e 2c 31 30 30 30 29 .hist(np.random.weibull(5.,1000)
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7ff40 30 2e 29 2f 35 30 2e 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 73 63 61 6c 65 20 3d 20 63 6f 75 6e 0.)/50..........>>>.scale.=.coun
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7ffc0 77 28 29 0a 0a 20 20 20 20 20 20 20 20 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 w().............................
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80020 6f 6d 20 61 20 76 6f 6e 20 4d 69 73 65 73 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 om.a.von.Mises.distribution.....
80040 20 20 20 20 20 20 53 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 20 66 72 6f 6d 20 61 20 76 ......Samples.are.drawn.from.a.v
80060 6f 6e 20 4d 69 73 65 73 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 77 69 74 68 20 73 70 65 63 69 on.Mises.distribution.with.speci
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800c0 2d 70 69 2c 20 70 69 5d 2e 0a 0a 20 20 20 20 20 20 20 20 54 68 65 20 76 6f 6e 20 4d 69 73 65 73 -pi,.pi]...........The.von.Mises
800e0 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 28 61 6c 73 6f 20 6b 6e 6f 77 6e 20 61 73 20 74 68 65 .distribution.(also.known.as.the
80100 20 63 69 72 63 75 6c 61 72 20 6e 6f 72 6d 61 6c 0a 20 20 20 20 20 20 20 20 64 69 73 74 72 69 62 .circular.normal.........distrib
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80160 20 20 20 20 63 69 72 63 6c 65 2e 20 20 49 74 20 6d 61 79 20 62 65 20 74 68 6f 75 67 68 74 20 6f ....circle...It.may.be.thought.o
80180 66 20 61 73 20 74 68 65 20 63 69 72 63 75 6c 61 72 20 61 6e 61 6c 6f 67 75 65 20 6f 66 20 74 68 f.as.the.circular.analogue.of.th
801a0 65 20 6e 6f 72 6d 61 6c 0a 20 20 20 20 20 20 20 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a e.normal.........distribution...
801c0 20 20 20 20 20 20 20 20 2e 2e 20 6e 6f 74 65 3a 3a 0a 20 20 20 20 20 20 20 20 20 20 20 20 4e 65 ...........note::.............Ne
801e0 77 20 63 6f 64 65 20 73 68 6f 75 6c 64 20 75 73 65 20 74 68 65 20 60 7e 6e 75 6d 70 79 2e 72 61 w.code.should.use.the.`~numpy.ra
80200 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 76 6f 6e 6d 69 73 65 73 60 0a 20 20 20 20 20 20 20 ndom.Generator.vonmises`........
80220 20 20 20 20 20 6d 65 74 68 6f 64 20 6f 66 20 61 20 60 7e 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e .....method.of.a.`~numpy.random.
80240 47 65 6e 65 72 61 74 6f 72 60 20 69 6e 73 74 61 6e 63 65 20 69 6e 73 74 65 61 64 3b 0a 20 20 20 Generator`.instance.instead;....
80260 20 20 20 20 20 20 20 20 20 70 6c 65 61 73 65 20 73 65 65 20 74 68 65 20 3a 72 65 66 3a 60 72 61 .........please.see.the.:ref:`ra
80280 6e 64 6f 6d 2d 71 75 69 63 6b 2d 73 74 61 72 74 60 2e 0a 0a 20 20 20 20 20 20 20 20 50 61 72 61 ndom-quick-start`...........Para
802a0 6d 65 74 65 72 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 meters.........----------.......
802c0 20 20 6d 75 20 3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66 6c ..mu.:.float.or.array_like.of.fl
802e0 6f 61 74 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 4d 6f 64 65 20 28 22 63 65 6e 74 65 72 22 29 oats.............Mode.("center")
80300 20 6f 66 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 20 20 20 20 20 20 20 20 6b 61 .of.the.distribution..........ka
80320 70 70 61 20 3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f ppa.:.float.or.array_like.of.flo
80340 61 74 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 44 69 73 70 65 72 73 69 6f 6e 20 6f 66 20 74 68 ats.............Dispersion.of.th
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803a0 74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 75 74 70 75 74 20 ts,.optional.............Output.
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803e0 2e 67 2e 2c 20 60 60 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20 .g.,.``(m,.n,.k)``,.then........
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80420 72 61 77 6e 2e 20 20 49 66 20 73 69 7a 65 20 69 73 20 60 60 4e 6f 6e 65 60 60 20 28 64 65 66 61 rawn...If.size.is.``None``.(defa
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804a0 20 20 20 4f 74 68 65 72 77 69 73 65 2c 20 60 60 6e 70 2e 62 72 6f 61 64 63 61 73 74 28 6d 75 2c ...Otherwise,.``np.broadcast(mu,
804c0 20 6b 61 70 70 61 29 2e 73 69 7a 65 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e .kappa).size``.samples.are.drawn
804e0 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d ...........Returns.........-----
80500 2d 2d 0a 20 20 20 20 20 20 20 20 6f 75 74 20 3a 20 6e 64 61 72 72 61 79 20 6f 72 20 73 63 61 6c --.........out.:.ndarray.or.scal
80520 61 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e 20 73 61 6d 70 6c 65 73 20 66 72 6f ar.............Drawn.samples.fro
80540 6d 20 74 68 65 20 70 61 72 61 6d 65 74 65 72 69 7a 65 64 20 76 6f 6e 20 4d 69 73 65 73 20 64 69 m.the.parameterized.von.Mises.di
80560 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 53 65 65 20 41 6c 73 6f 0a 20 20 stribution...........See.Also...
80580 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 73 63 69 70 79 2e 73 74 61 ......--------.........scipy.sta
805a0 74 73 2e 76 6f 6e 6d 69 73 65 73 20 3a 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 ts.vonmises.:.probability.densit
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80660 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 54 68 65 20 70 72 6f 62 61 62 ........-----.........The.probab
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806a0 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 73 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6d 61 74 68 distribution.is.............math
806c0 3a 3a 20 70 28 78 29 20 3d 20 5c 66 72 61 63 7b 65 5e 7b 5c 6b 61 70 70 61 20 63 6f 73 28 78 2d ::.p(x).=.\frac{e^{\kappa.cos(x-
806e0 5c 6d 75 29 7d 7d 7b 32 5c 70 69 20 49 5f 30 28 5c 6b 61 70 70 61 29 7d 2c 0a 0a 20 20 20 20 20 \mu)}}{2\pi.I_0(\kappa)},.......
80700 20 20 20 77 68 65 72 65 20 3a 6d 61 74 68 3a 60 5c 6d 75 60 20 69 73 20 74 68 65 20 6d 6f 64 65 ...where.:math:`\mu`.is.the.mode
80720 20 61 6e 64 20 3a 6d 61 74 68 3a 60 5c 6b 61 70 70 61 60 20 74 68 65 20 64 69 73 70 65 72 73 69 .and.:math:`\kappa`.the.dispersi
80740 6f 6e 2c 0a 20 20 20 20 20 20 20 20 61 6e 64 20 3a 6d 61 74 68 3a 60 49 5f 30 28 5c 6b 61 70 70 on,.........and.:math:`I_0(\kapp
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80780 69 6f 6e 20 6f 66 20 6f 72 64 65 72 20 30 2e 0a 0a 20 20 20 20 20 20 20 20 54 68 65 20 76 6f 6e ion.of.order.0...........The.von
807a0 20 4d 69 73 65 73 20 69 73 20 6e 61 6d 65 64 20 66 6f 72 20 52 69 63 68 61 72 64 20 45 64 6c 65 .Mises.is.named.for.Richard.Edle
807c0 72 20 76 6f 6e 20 4d 69 73 65 73 2c 20 77 68 6f 20 77 61 73 20 62 6f 72 6e 20 69 6e 0a 20 20 20 r.von.Mises,.who.was.born.in....
807e0 20 20 20 20 20 41 75 73 74 72 69 61 2d 48 75 6e 67 61 72 79 2c 20 69 6e 20 77 68 61 74 20 69 73 .....Austria-Hungary,.in.what.is
80800 20 6e 6f 77 20 74 68 65 20 55 6b 72 61 69 6e 65 2e 20 20 48 65 20 66 6c 65 64 20 74 6f 20 74 68 .now.the.Ukraine...He.fled.to.th
80820 65 20 55 6e 69 74 65 64 0a 20 20 20 20 20 20 20 20 53 74 61 74 65 73 20 69 6e 20 31 39 33 39 20 e.United.........States.in.1939.
80840 61 6e 64 20 62 65 63 61 6d 65 20 61 20 70 72 6f 66 65 73 73 6f 72 20 61 74 20 48 61 72 76 61 72 and.became.a.professor.at.Harvar
80860 64 2e 20 20 48 65 20 77 6f 72 6b 65 64 20 69 6e 0a 20 20 20 20 20 20 20 20 70 72 6f 62 61 62 69 d...He.worked.in.........probabi
80880 6c 69 74 79 20 74 68 65 6f 72 79 2c 20 61 65 72 6f 64 79 6e 61 6d 69 63 73 2c 20 66 6c 75 69 64 lity.theory,.aerodynamics,.fluid
808a0 20 6d 65 63 68 61 6e 69 63 73 2c 20 61 6e 64 20 70 68 69 6c 6f 73 6f 70 68 79 20 6f 66 0a 20 20 .mechanics,.and.philosophy.of...
808c0 20 20 20 20 20 20 73 63 69 65 6e 63 65 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 66 65 72 65 6e 63 ......science...........Referenc
808e0 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e es.........----------...........
80900 20 5b 31 5d 20 41 62 72 61 6d 6f 77 69 74 7a 2c 20 4d 2e 20 61 6e 64 20 53 74 65 67 75 6e 2c 20 .[1].Abramowitz,.M..and.Stegun,.
80920 49 2e 20 41 2e 20 28 45 64 73 2e 29 2e 20 22 48 61 6e 64 62 6f 6f 6b 20 6f 66 0a 20 20 20 20 20 I..A..(Eds.).."Handbook.of......
80940 20 20 20 20 20 20 20 20 20 20 4d 61 74 68 65 6d 61 74 69 63 61 6c 20 46 75 6e 63 74 69 6f 6e 73 ..........Mathematical.Functions
80960 20 77 69 74 68 20 46 6f 72 6d 75 6c 61 73 2c 20 47 72 61 70 68 73 2c 20 61 6e 64 20 4d 61 74 68 .with.Formulas,.Graphs,.and.Math
80980 65 6d 61 74 69 63 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 54 61 62 6c 65 73 2c 20 ematical................Tables,.
809a0 39 74 68 20 70 72 69 6e 74 69 6e 67 2c 22 20 4e 65 77 20 59 6f 72 6b 3a 20 44 6f 76 65 72 2c 20 9th.printing,".New.York:.Dover,.
809c0 31 39 37 32 2e 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 32 5d 20 76 6f 6e 20 4d 69 73 65 73 2c 20 1972.............[2].von.Mises,.
809e0 52 2e 2c 20 22 4d 61 74 68 65 6d 61 74 69 63 61 6c 20 54 68 65 6f 72 79 20 6f 66 20 50 72 6f 62 R.,."Mathematical.Theory.of.Prob
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80a40 2c 20 31 39 36 34 2e 0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 ,.1964...........Examples.......
80a60 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 ..--------.........Draw.samples.
80a80 66 72 6f 6d 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 3a 0a 0a 20 20 20 20 20 20 20 20 from.the.distribution:..........
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80ac0 61 6e 64 20 64 69 73 70 65 72 73 69 6f 6e 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 73 20 3d 20 6e and.dispersion.........>>>.s.=.n
80ae0 70 2e 72 61 6e 64 6f 6d 2e 76 6f 6e 6d 69 73 65 73 28 6d 75 2c 20 6b 61 70 70 61 2c 20 31 30 30 p.random.vonmises(mu,.kappa,.100
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80b40 20 20 20 20 20 74 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 75 6e .....the.probability.density.fun
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80ba0 66 72 6f 6d 20 73 63 69 70 79 2e 73 70 65 63 69 61 6c 20 69 6d 70 6f 72 74 20 69 30 20 20 23 20 from.scipy.special.import.i0..#.
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80be0 69 73 74 28 73 2c 20 35 30 2c 20 64 65 6e 73 69 74 79 3d 54 72 75 65 29 0a 20 20 20 20 20 20 20 ist(s,.50,.density=True)........
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80c20 70 69 2c 20 6e 75 6d 3d 35 31 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 79 20 3d 20 6e 70 2e 65 pi,.num=51).........>>>.y.=.np.e
80c40 78 70 28 6b 61 70 70 61 2a 6e 70 2e 63 6f 73 28 78 2d 6d 75 29 29 2f 28 32 2a 6e 70 2e 70 69 2a xp(kappa*np.cos(x-mu))/(2*np.pi*
80c60 69 30 28 6b 61 70 70 61 29 29 20 20 23 20 64 6f 63 74 65 73 74 3a 20 2b 53 4b 49 50 0a 20 20 20 i0(kappa))..#.doctest:.+SKIP....
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814e0 72 61 6e 64 20 3a 20 43 6f 6e 76 65 6e 69 65 6e 63 65 20 66 75 6e 63 74 69 6f 6e 20 74 68 61 74 rand.:.Convenience.function.that
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81f20 74 20 6f 72 20 74 75 70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 t.or.tuple.of.ints,.optional....
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81fc0 73 20 60 60 4e 6f 6e 65 60 60 20 28 64 65 66 61 75 6c 74 29 2c 0a 20 20 20 20 20 20 20 20 20 20 s.``None``.(default),...........
81fe0 20 20 61 20 73 69 6e 67 6c 65 20 76 61 6c 75 65 20 69 73 20 72 65 74 75 72 6e 65 64 20 69 66 20 ..a.single.value.is.returned.if.
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82020 60 0a 20 20 20 20 20 20 20 20 20 20 20 20 61 72 65 20 61 6c 6c 20 73 63 61 6c 61 72 73 2e 20 20 `.............are.all.scalars...
82040 4f 74 68 65 72 77 69 73 65 2c 20 60 60 6e 70 2e 62 72 6f 61 64 63 61 73 74 28 6c 65 66 74 2c 20 Otherwise,.``np.broadcast(left,.
82060 6d 6f 64 65 2c 20 72 69 67 68 74 29 2e 73 69 7a 65 60 60 0a 20 20 20 20 20 20 20 20 20 20 20 20 mode,.right).size``.............
82080 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 samples.are.drawn...........Retu
820a0 72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6f 75 74 20 rns.........-------.........out.
820c0 3a 20 6e 64 61 72 72 61 79 20 6f 72 20 73 63 61 6c 61 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 :.ndarray.or.scalar.............
820e0 44 72 61 77 6e 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 70 61 72 61 6d 65 74 65 72 Drawn.samples.from.the.parameter
82100 69 7a 65 64 20 74 72 69 61 6e 67 75 6c 61 72 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 ized.triangular.distribution....
82120 20 20 20 20 20 20 20 53 65 65 20 41 6c 73 6f 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d .......See.Also.........--------
82140 0a 20 20 20 20 20 20 20 20 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 74 72 69 61 6e 67 .........random.Generator.triang
82160 75 6c 61 72 3a 20 77 68 69 63 68 20 73 68 6f 75 6c 64 20 62 65 20 75 73 65 64 20 66 6f 72 20 6e ular:.which.should.be.used.for.n
82180 65 77 20 63 6f 64 65 2e 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20 ew.code...........Notes.........
821a0 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 54 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 -----.........The.probability.de
821c0 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e 20 66 6f 72 20 74 68 65 20 74 72 69 61 6e 67 75 6c 61 nsity.function.for.the.triangula
821e0 72 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 73 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6d 61 r.distribution.is.............ma
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82260 20 78 20 5c 6c 65 71 20 6d 24 7d 2c 5c 5c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 .x.\leq.m$},\\..................
82280 20 5c 66 72 61 63 7b 32 28 72 2d 78 29 7d 7b 28 72 2d 6c 29 28 72 2d 6d 29 7d 26 20 5c 74 65 78 .\frac{2(r-x)}{(r-l)(r-m)}&.\tex
822a0 74 7b 66 6f 72 20 24 6d 20 5c 6c 65 71 20 78 20 5c 6c 65 71 20 72 24 7d 2c 5c 5c 0a 20 20 20 20 t{for.$m.\leq.x.\leq.r$},\\.....
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82300 0a 0a 20 20 20 20 20 20 20 20 54 68 65 20 74 72 69 61 6e 67 75 6c 61 72 20 64 69 73 74 72 69 62 ..........The.triangular.distrib
82320 75 74 69 6f 6e 20 69 73 20 6f 66 74 65 6e 20 75 73 65 64 20 69 6e 20 69 6c 6c 2d 64 65 66 69 6e ution.is.often.used.in.ill-defin
82340 65 64 0a 20 20 20 20 20 20 20 20 70 72 6f 62 6c 65 6d 73 20 77 68 65 72 65 20 74 68 65 20 75 6e ed.........problems.where.the.un
82360 64 65 72 6c 79 69 6e 67 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 73 20 6e 6f 74 20 6b 6e 6f derlying.distribution.is.not.kno
82380 77 6e 2c 20 62 75 74 0a 20 20 20 20 20 20 20 20 73 6f 6d 65 20 6b 6e 6f 77 6c 65 64 67 65 20 6f wn,.but.........some.knowledge.o
823a0 66 20 74 68 65 20 6c 69 6d 69 74 73 20 61 6e 64 20 6d 6f 64 65 20 65 78 69 73 74 73 2e 20 4f 66 f.the.limits.and.mode.exists..Of
823c0 74 65 6e 20 69 74 20 69 73 20 75 73 65 64 0a 20 20 20 20 20 20 20 20 69 6e 20 73 69 6d 75 6c 61 ten.it.is.used.........in.simula
823e0 74 69 6f 6e 73 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20 tions...........References......
82400 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 31 5d 20 57 69 6b ...----------............[1].Wik
82420 69 70 65 64 69 61 2c 20 22 54 72 69 61 6e 67 75 6c 61 72 20 64 69 73 74 72 69 62 75 74 69 6f 6e ipedia,."Triangular.distribution
82440 22 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 68 74 74 70 73 3a 2f 2f 65 6e 2e 77 69 6b 69 "................https://en.wiki
82460 70 65 64 69 61 2e 6f 72 67 2f 77 69 6b 69 2f 54 72 69 61 6e 67 75 6c 61 72 5f 64 69 73 74 72 69 pedia.org/wiki/Triangular_distri
82480 62 75 74 69 6f 6e 0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 bution..........Examples........
824a0 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 76 61 6c 75 65 73 20 66 72 .--------.........Draw.values.fr
824c0 6f 6d 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 61 6e 64 20 70 6c 6f 74 20 74 68 65 om.the.distribution.and.plot.the
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82500 6d 61 74 70 6c 6f 74 6c 69 62 2e 70 79 70 6c 6f 74 20 61 73 20 70 6c 74 0a 20 20 20 20 20 20 20 matplotlib.pyplot.as.plt........
82520 20 3e 3e 3e 20 68 20 3d 20 70 6c 74 2e 68 69 73 74 28 6e 70 2e 72 61 6e 64 6f 6d 2e 74 72 69 61 .>>>.h.=.plt.hist(np.random.tria
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82560 30 30 2c 0a 20 20 20 20 20 20 20 20 2e 2e 2e 20 20 20 20 20 20 20 20 20 20 20 20 20 20 64 65 6e 00,..........................den
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825a0 29 0a 0a 20 20 20 20 20 20 20 20 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 )...............................
825c0 0a 20 20 20 20 20 20 20 20 74 6f 6d 61 78 69 6e 74 28 73 69 7a 65 3d 4e 6f 6e 65 29 0a 0a 20 20 .........tomaxint(size=None)....
825e0 20 20 20 20 20 20 52 65 74 75 72 6e 20 61 20 73 61 6d 70 6c 65 20 6f 66 20 75 6e 69 66 6f 72 6d ......Return.a.sample.of.uniform
82600 6c 79 20 64 69 73 74 72 69 62 75 74 65 64 20 72 61 6e 64 6f 6d 20 69 6e 74 65 67 65 72 73 20 69 ly.distributed.random.integers.i
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826c0 0a 0a 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d ..........Parameters.........---
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827e0 52 65 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 Returns.........-------.........
82800 6f 75 74 20 3a 20 6e 64 61 72 72 61 79 0a 20 20 20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e 20 out.:.ndarray.............Drawn.
82820 73 61 6d 70 6c 65 73 2c 20 77 69 74 68 20 73 68 61 70 65 20 60 73 69 7a 65 60 2e 0a 0a 20 20 20 samples,.with.shape.`size`......
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82b20 73 75 6d 28 70 76 61 6c 73 5b 3a 2d 31 5d 2e 61 73 74 79 70 65 28 6e 70 2e 66 6c 6f 61 74 36 34 sum(pvals[:-1].astype(np.float64
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82b60 74 20 74 6f 20 36 34 2d 62 69 74 20 66 6c 6f 61 74 69 6e 67 20 70 6f 69 6e 74 20 70 72 69 6f 72 t.to.64-bit.floating.point.prior
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82ba0 63 68 61 6e 67 65 73 20 77 68 65 6e 20 63 61 73 74 69 6e 67 20 6d 61 79 20 63 61 75 73 65 20 70 changes.when.casting.may.cause.p
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82cc0 72 65 65 64 6f 6d 2e 0a 0a 20 20 20 20 20 20 20 20 41 20 73 70 65 63 69 61 6c 20 63 61 73 65 20 reedom...........A.special.case.
82ce0 6f 66 20 74 68 65 20 68 79 70 65 72 62 6f 6c 69 63 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 20 of.the.hyperbolic.distribution..
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82d80 20 2e 2e 20 6e 6f 74 65 3a 3a 0a 20 20 20 20 20 20 20 20 20 20 20 20 4e 65 77 20 63 6f 64 65 20 ....note::.............New.code.
82da0 73 68 6f 75 6c 64 20 75 73 65 20 74 68 65 20 60 7e 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 should.use.the.`~numpy.random.Ge
82dc0 6e 65 72 61 74 6f 72 2e 73 74 61 6e 64 61 72 64 5f 74 60 0a 20 20 20 20 20 20 20 20 20 20 20 20 nerator.standard_t`.............
82de0 6d 65 74 68 6f 64 20 6f 66 20 61 20 60 7e 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 method.of.a.`~numpy.random.Gener
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82e60 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 64 66 20 s.........----------.........df.
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82ea0 20 20 20 20 20 20 20 20 20 20 20 20 44 65 67 72 65 65 73 20 6f 66 20 66 72 65 65 64 6f 6d 2c 20 ............Degrees.of.freedom,.
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83040 3a 20 6e 64 61 72 72 61 79 20 6f 72 20 73 63 61 6c 61 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 :.ndarray.or.scalar.............
83060 44 72 61 77 6e 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 70 61 72 61 6d 65 74 65 72 Drawn.samples.from.the.parameter
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830c0 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 ..--------.........random.Genera
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833a0 20 20 69 6e 20 44 75 62 6c 69 6e 2e 20 44 75 65 20 74 6f 20 70 72 6f 70 72 69 65 74 61 72 79 20 ..in.Dublin..Due.to.proprietary.
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833e0 20 20 20 20 20 20 20 20 61 20 70 73 65 75 64 6f 6e 79 6d 2c 20 61 6e 64 20 73 6f 20 68 65 20 75 ........a.pseudonym,.and.so.he.u
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83420 65 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 eferences.........----------....
83440 20 20 20 20 20 2e 2e 20 5b 31 5d 20 44 61 6c 67 61 61 72 64 2c 20 50 65 74 65 72 2c 20 22 49 6e ........[1].Dalgaard,.Peter,."In
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83480 20 20 20 20 20 20 20 20 20 20 20 20 20 20 53 70 72 69 6e 67 65 72 2c 20 32 30 30 32 2e 0a 20 20 ..............Springer,.2002....
834a0 20 20 20 20 20 20 2e 2e 20 5b 32 5d 20 57 69 6b 69 70 65 64 69 61 2c 20 22 53 74 75 64 65 6e 74 .........[2].Wikipedia,."Student
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83560 73 75 70 70 6f 73 65 20 74 68 65 20 64 61 69 6c 79 20 65 6e 65 72 67 79 20 69 6e 74 61 6b 65 20 suppose.the.daily.energy.intake.
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83e00 6c 65 67 61 63 79 20 4d 54 31 39 39 33 37 20 73 74 61 74 65 20 69 6e 73 74 61 6e 63 65 73 2e 00 legacy.MT19937.state.instances..
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83ee0 20 20 20 20 20 20 2e 2e 20 6e 6f 74 65 3a 3a 0a 20 20 20 20 20 20 20 20 20 20 20 20 4e 65 77 20 .........note::.............New.
83f00 63 6f 64 65 20 73 68 6f 75 6c 64 20 75 73 65 20 74 68 65 20 60 7e 6e 75 6d 70 79 2e 72 61 6e 64 code.should.use.the.`~numpy.rand
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83fa0 6f 6d 2d 71 75 69 63 6b 2d 73 74 61 72 74 60 2e 0a 0a 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 om-quick-start`...........Parame
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84000 6c 6f 61 74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 53 63 61 6c loats,.optional.............Scal
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840a0 61 70 65 2e 20 20 49 66 20 74 68 65 20 67 69 76 65 6e 20 73 68 61 70 65 20 69 73 2c 20 65 2e 67 ape...If.the.given.shape.is,.e.g
840c0 2e 2c 20 60 60 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20 20 20 .,.``(m,.n,.k)``,.then..........
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84100 77 6e 2e 20 20 49 66 20 73 69 7a 65 20 69 73 20 60 60 4e 6f 6e 65 60 60 20 28 64 65 66 61 75 6c wn...If.size.is.``None``.(defaul
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84160 6c 61 72 2e 20 20 4f 74 68 65 72 77 69 73 65 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6e lar...Otherwise,.............``n
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841e0 6f 72 20 73 63 61 6c 61 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e 20 73 61 6d 70 or.scalar.............Drawn.samp
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84240 6c 73 6f 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 72 61 6e lso.........--------.........ran
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842a0 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 ....Notes.........-----.........
842c0 54 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e The.probability.density.function
842e0 20 66 6f 72 20 74 68 65 20 52 61 79 6c 65 69 67 68 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 .for.the.Rayleigh.distribution.i
84300 73 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20 50 28 78 3b 73 63 61 6c 65 29 20 s.............math::.P(x;scale).
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855e0 6f 66 20 69 6e 74 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 4c 6f 77 65 73 74 20 28 73 69 67 6e of.ints.............Lowest.(sign
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85660 74 68 69 73 20 70 61 72 61 6d 65 74 65 72 20 69 73 20 6f 6e 65 20 61 62 6f 76 65 20 74 68 65 0a this.parameter.is.one.above.the.
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856e0 20 20 20 20 49 66 20 70 72 6f 76 69 64 65 64 2c 20 6f 6e 65 20 61 62 6f 76 65 20 74 68 65 20 6c ....If.provided,.one.above.the.l
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857a0 20 76 61 6c 75 65 73 0a 20 20 20 20 20 20 20 20 73 69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74 75 .values.........size.:.int.or.tu
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85920 0a 20 20 20 20 20 20 20 20 20 20 20 20 2e 2e 20 76 65 72 73 69 6f 6e 61 64 64 65 64 3a 3a 20 31 ................versionadded::.1
85940 2e 31 31 2e 30 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d .11.0..........Returns.........-
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85b60 6e 70 2e 72 61 6e 64 6f 6d 2e 72 61 6e 64 69 6e 74 28 32 2c 20 73 69 7a 65 3d 31 30 29 0a 20 20 np.random.randint(2,.size=10)...
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85bc0 20 6e 70 2e 72 61 6e 64 6f 6d 2e 72 61 6e 64 69 6e 74 28 31 2c 20 73 69 7a 65 3d 31 30 29 0a 20 .np.random.randint(1,.size=10)..
85be0 20 20 20 20 20 20 20 61 72 72 61 79 28 5b 30 2c 20 30 2c 20 30 2c 20 30 2c 20 30 2c 20 30 2c 20 .......array([0,.0,.0,.0,.0,.0,.
85c00 30 2c 20 30 2c 20 30 2c 20 30 5d 29 0a 0a 20 20 20 20 20 20 20 20 47 65 6e 65 72 61 74 65 20 61 0,.0,.0,.0])..........Generate.a
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85c40 6e 64 20 34 2c 20 69 6e 63 6c 75 73 69 76 65 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 6e 70 nd.4,.inclusive:..........>>>.np
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85ce0 72 61 79 20 77 69 74 68 20 33 20 64 69 66 66 65 72 65 6e 74 20 75 70 70 65 72 20 62 6f 75 6e 64 ray.with.3.different.upper.bound
85d00 73 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 6e 70 2e 72 61 6e 64 6f 6d 2e 72 61 6e 64 69 6e 74 s..........>>>.np.random.randint
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85dc0 20 20 20 20 20 20 20 61 72 72 61 79 28 5b 39 2c 20 38 2c 20 37 5d 29 20 23 20 72 61 6e 64 6f 6d .......array([9,.8,.7]).#.random
85de0 0a 0a 20 20 20 20 20 20 20 20 47 65 6e 65 72 61 74 65 20 61 20 32 20 62 79 20 34 20 61 72 72 61 ..........Generate.a.2.by.4.arra
85e00 79 20 75 73 69 6e 67 20 62 72 6f 61 64 63 61 73 74 69 6e 67 20 77 69 74 68 20 64 74 79 70 65 20 y.using.broadcasting.with.dtype.
85e20 6f 66 20 75 69 6e 74 38 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 6e 70 2e 72 61 6e 64 6f 6d 2e of.uint8..........>>>.np.random.
85e40 72 61 6e 64 69 6e 74 28 5b 31 2c 20 33 2c 20 35 2c 20 37 5d 2c 20 5b 5b 31 30 5d 2c 20 5b 32 30 randint([1,.3,.5,.7],.[[10],.[20
85e60 5d 5d 2c 20 64 74 79 70 65 3d 6e 70 2e 75 69 6e 74 38 29 0a 20 20 20 20 20 20 20 20 61 72 72 61 ]],.dtype=np.uint8).........arra
85e80 79 28 5b 5b 20 38 2c 20 20 36 2c 20 20 39 2c 20 20 37 5d 2c 20 23 20 72 61 6e 64 6f 6d 0a 20 20 y([[.8,..6,..9,..7],.#.random...
85ea0 20 20 20 20 20 20 20 20 20 20 20 20 20 5b 20 31 2c 20 31 36 2c 20 20 39 2c 20 31 32 5d 5d 2c 20 .............[.1,.16,..9,.12]],.
85ec0 64 74 79 70 65 3d 75 69 6e 74 38 29 0a 20 20 20 20 20 20 20 20 00 00 00 00 00 00 00 00 00 00 00 dtype=uint8)....................
85ee0 0a 20 20 20 20 20 20 20 20 70 6f 77 65 72 28 61 2c 20 73 69 7a 65 3d 4e 6f 6e 65 29 0a 0a 20 20 .........power(a,.size=None)....
85f00 20 20 20 20 20 20 44 72 61 77 73 20 73 61 6d 70 6c 65 73 20 69 6e 20 5b 30 2c 20 31 5d 20 66 72 ......Draws.samples.in.[0,.1].fr
85f20 6f 6d 20 61 20 70 6f 77 65 72 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 77 69 74 68 20 70 6f 73 om.a.power.distribution.with.pos
85f40 69 74 69 76 65 0a 20 20 20 20 20 20 20 20 65 78 70 6f 6e 65 6e 74 20 61 20 2d 20 31 2e 0a 0a 20 itive.........exponent.a.-.1....
85f60 20 20 20 20 20 20 20 41 6c 73 6f 20 6b 6e 6f 77 6e 20 61 73 20 74 68 65 20 70 6f 77 65 72 20 66 .......Also.known.as.the.power.f
85f80 75 6e 63 74 69 6f 6e 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 2e unction.distribution............
85fa0 2e 20 6e 6f 74 65 3a 3a 0a 20 20 20 20 20 20 20 20 20 20 20 20 4e 65 77 20 63 6f 64 65 20 73 68 ..note::.............New.code.sh
85fc0 6f 75 6c 64 20 75 73 65 20 74 68 65 20 60 7e 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 ould.use.the.`~numpy.random.Gene
85fe0 72 61 74 6f 72 2e 70 6f 77 65 72 60 0a 20 20 20 20 20 20 20 20 20 20 20 20 6d 65 74 68 6f 64 20 rator.power`.............method.
86000 6f 66 20 61 20 60 7e 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 60 20 69 of.a.`~numpy.random.Generator`.i
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86040 61 73 65 20 73 65 65 20 74 68 65 20 3a 72 65 66 3a 60 72 61 6e 64 6f 6d 2d 71 75 69 63 6b 2d 73 ase.see.the.:ref:`random-quick-s
86060 74 61 72 74 60 2e 0a 0a 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 tart`...........Parameters......
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860a0 6f 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a 20 20 20 20 20 20 20 20 or.array_like.of.floats.........
860c0 20 20 20 20 50 61 72 61 6d 65 74 65 72 20 6f 66 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f ....Parameter.of.the.distributio
860e0 6e 2e 20 4d 75 73 74 20 62 65 20 6e 6f 6e 2d 6e 65 67 61 74 69 76 65 2e 0a 20 20 20 20 20 20 20 n..Must.be.non-negative.........
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86120 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 75 74 70 75 74 20 73 68 61 70 65 2e tional.............Output.shape.
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86160 60 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 `(m,.n,.k)``,.then.............`
86180 60 6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 20 `m.*.n.*.k``.samples.are.drawn..
861a0 20 49 66 20 73 69 7a 65 20 69 73 20 60 60 4e 6f 6e 65 60 60 20 28 64 65 66 61 75 6c 74 29 2c 0a .If.size.is.``None``.(default),.
861c0 20 20 20 20 20 20 20 20 20 20 20 20 61 20 73 69 6e 67 6c 65 20 76 61 6c 75 65 20 69 73 20 72 65 ............a.single.value.is.re
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86200 68 65 72 77 69 73 65 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6e 70 2e 61 72 72 61 79 28 herwise,.............``np.array(
86220 61 29 2e 73 69 7a 65 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 0a 0a 20 20 a).size``.samples.are.drawn.....
86240 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 ......Returns.........-------...
86260 20 20 20 20 20 20 6f 75 74 20 3a 20 6e 64 61 72 72 61 79 20 6f 72 20 73 63 61 6c 61 72 0a 20 20 ......out.:.ndarray.or.scalar...
86280 20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 ..........Drawn.samples.from.the
862a0 20 70 61 72 61 6d 65 74 65 72 69 7a 65 64 20 70 6f 77 65 72 20 64 69 73 74 72 69 62 75 74 69 6f .parameterized.power.distributio
862c0 6e 2e 0a 0a 20 20 20 20 20 20 20 20 52 61 69 73 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d n...........Raises.........-----
862e0 2d 0a 20 20 20 20 20 20 20 20 56 61 6c 75 65 45 72 72 6f 72 0a 20 20 20 20 20 20 20 20 20 20 20 -.........ValueError............
86300 20 49 66 20 61 20 3c 3d 20 30 2e 0a 0a 20 20 20 20 20 20 20 20 53 65 65 20 41 6c 73 6f 0a 20 20 .If.a.<=.0...........See.Also...
86320 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 72 61 6e 64 6f 6d 2e 47 65 ......--------.........random.Ge
86340 6e 65 72 61 74 6f 72 2e 70 6f 77 65 72 3a 20 77 68 69 63 68 20 73 68 6f 75 6c 64 20 62 65 20 75 nerator.power:.which.should.be.u
86360 73 65 64 20 66 6f 72 20 6e 65 77 20 63 6f 64 65 2e 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 sed.for.new.code...........Notes
86380 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 54 68 65 20 70 72 6f 62 61 .........-----.........The.proba
863a0 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e 20 69 73 0a 0a 20 20 20 20 bility.density.function.is......
863c0 20 20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20 50 28 78 3b 20 61 29 20 3d 20 61 78 5e 7b 61 2d 31 7d .......math::.P(x;.a).=.ax^{a-1}
863e0 2c 20 30 20 5c 6c 65 20 78 20 5c 6c 65 20 31 2c 20 61 3e 30 2e 0a 0a 20 20 20 20 20 20 20 20 54 ,.0.\le.x.\le.1,.a>0...........T
86400 68 65 20 70 6f 77 65 72 20 66 75 6e 63 74 69 6f 6e 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 he.power.function.distribution.i
86420 73 20 6a 75 73 74 20 74 68 65 20 69 6e 76 65 72 73 65 20 6f 66 20 74 68 65 20 50 61 72 65 74 6f s.just.the.inverse.of.the.Pareto
86440 0a 20 20 20 20 20 20 20 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 20 49 74 20 6d 61 79 20 61 6c .........distribution..It.may.al
86460 73 6f 20 62 65 20 73 65 65 6e 20 61 73 20 61 20 73 70 65 63 69 61 6c 20 63 61 73 65 20 6f 66 20 so.be.seen.as.a.special.case.of.
86480 74 68 65 20 42 65 74 61 0a 20 20 20 20 20 20 20 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a the.Beta.........distribution...
864a0 20 20 20 20 20 20 20 20 49 74 20 69 73 20 75 73 65 64 2c 20 66 6f 72 20 65 78 61 6d 70 6c 65 2c ........It.is.used,.for.example,
864c0 20 69 6e 20 6d 6f 64 65 6c 69 6e 67 20 74 68 65 20 6f 76 65 72 2d 72 65 70 6f 72 74 69 6e 67 20 .in.modeling.the.over-reporting.
864e0 6f 66 20 69 6e 73 75 72 61 6e 63 65 0a 20 20 20 20 20 20 20 20 63 6c 61 69 6d 73 2e 0a 0a 20 20 of.insurance.........claims.....
86500 20 20 20 20 20 20 52 65 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d ......References.........-------
86520 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 31 5d 20 43 68 72 69 73 74 69 61 6e 20 4b 6c 65 ---............[1].Christian.Kle
86540 69 62 65 72 2c 20 53 61 6d 75 65 6c 20 4b 6f 74 7a 2c 20 22 53 74 61 74 69 73 74 69 63 61 6c 20 iber,.Samuel.Kotz,."Statistical.
86560 73 69 7a 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 size.distributions..............
86580 20 20 69 6e 20 65 63 6f 6e 6f 6d 69 63 73 20 61 6e 64 20 61 63 74 75 61 72 69 61 6c 20 73 63 69 ..in.economics.and.actuarial.sci
865a0 65 6e 63 65 73 22 2c 20 57 69 6c 65 79 2c 20 32 30 30 33 2e 0a 20 20 20 20 20 20 20 20 2e 2e 20 ences",.Wiley,.2003.............
865c0 5b 32 5d 20 48 65 63 6b 65 72 74 2c 20 4e 2e 20 41 2e 20 61 6e 64 20 46 69 6c 6c 69 62 65 6e 2c [2].Heckert,.N..A..and.Filliben,
865e0 20 4a 61 6d 65 73 20 4a 2e 20 22 4e 49 53 54 20 48 61 6e 64 62 6f 6f 6b 20 31 34 38 3a 0a 20 20 .James.J.."NIST.Handbook.148:...
86600 20 20 20 20 20 20 20 20 20 20 20 20 20 44 61 74 61 70 6c 6f 74 20 52 65 66 65 72 65 6e 63 65 20 .............Dataplot.Reference.
86620 4d 61 6e 75 61 6c 2c 20 56 6f 6c 75 6d 65 20 32 3a 20 4c 65 74 20 53 75 62 63 6f 6d 6d 61 6e 64 Manual,.Volume.2:.Let.Subcommand
86640 73 20 61 6e 64 20 4c 69 62 72 61 72 79 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 46 75 6e s.and.Library................Fun
86660 63 74 69 6f 6e 73 22 2c 20 4e 61 74 69 6f 6e 61 6c 20 49 6e 73 74 69 74 75 74 65 20 6f 66 20 53 ctions",.National.Institute.of.S
86680 74 61 6e 64 61 72 64 73 20 61 6e 64 20 54 65 63 68 6e 6f 6c 6f 67 79 0a 20 20 20 20 20 20 20 20 tandards.and.Technology.........
866a0 20 20 20 20 20 20 20 48 61 6e 64 62 6f 6f 6b 20 53 65 72 69 65 73 2c 20 4a 75 6e 65 20 32 30 30 .......Handbook.Series,.June.200
866c0 33 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 68 74 74 70 73 3a 2f 2f 77 77 77 2e 69 74 3.................https://www.it
866e0 6c 2e 6e 69 73 74 2e 67 6f 76 2f 64 69 76 38 39 38 2f 73 6f 66 74 77 61 72 65 2f 64 61 74 61 70 l.nist.gov/div898/software/datap
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87140 63 6f 64 65 20 73 68 6f 75 6c 64 20 75 73 65 20 74 68 65 20 60 7e 6e 75 6d 70 79 2e 72 61 6e 64 code.should.use.the.`~numpy.rand
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87880 66 6f 72 0a 20 20 20 20 20 20 20 20 70 72 6f 6a 65 63 74 73 20 69 6e 20 53 6f 75 72 63 65 66 6f for.........projects.in.Sourcefo
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878e0 69 62 75 74 69 6f 6e 73 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 66 65 72 65 6e 63 65 73 0a 20 20 ibutions...........References...
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87920 46 72 61 6e 63 69 73 20 48 75 6e 74 20 61 6e 64 20 50 61 75 6c 20 4a 6f 68 6e 73 6f 6e 2c 20 4f Francis.Hunt.and.Paul.Johnson,.O
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87fc0 20 20 20 20 20 20 20 20 20 20 20 20 4e 65 77 20 63 6f 64 65 20 73 68 6f 75 6c 64 20 75 73 65 20 ............New.code.should.use.
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88040 69 6e 73 74 65 61 64 3b 0a 20 20 20 20 20 20 20 20 20 20 20 20 70 6c 65 61 73 65 20 73 65 65 20 instead;.............please.see.
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881c0 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 75 74 70 75 74 20 73 68 61 70 optional.............Output.shap
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88a80 6d 61 74 70 6c 6f 74 6c 69 62 2e 70 79 70 6c 6f 74 20 61 73 20 70 6c 74 0a 20 20 20 20 20 20 20 matplotlib.pyplot.as.plt........
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895e0 20 20 46 72 6f 6d 20 4d 61 74 68 57 6f 72 6c 64 2d 2d 41 20 57 6f 6c 66 72 61 6d 20 57 65 62 20 ..From.MathWorld--A.Wolfram.Web.
89600 52 65 73 6f 75 72 63 65 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 68 74 74 70 3a 2f 2f Resource.................http://
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89d20 20 72 65 71 75 69 72 65 64 20 64 66 6e 75 6d 20 3e 20 31 2e 0a 20 20 20 20 20 20 20 20 6e 6f 6e .required.dfnum.>.1..........non
89d40 63 20 3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 c.:.float.or.array_like.of.float
89d60 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 4e 6f 6e 2d 63 65 6e 74 72 61 6c 69 74 79 2c 20 6d 75 s.............Non-centrality,.mu
89d80 73 74 20 62 65 20 6e 6f 6e 2d 6e 65 67 61 74 69 76 65 2e 0a 20 20 20 20 20 20 20 20 73 69 7a 65 st.be.non-negative..........size
89da0 20 3a 20 69 6e 74 20 6f 72 20 74 75 70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f 70 74 69 6f 6e 61 .:.int.or.tuple.of.ints,.optiona
89dc0 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 75 74 70 75 74 20 73 68 61 70 65 2e 20 20 49 66 20 l.............Output.shape...If.
89de0 74 68 65 20 67 69 76 65 6e 20 73 68 61 70 65 20 69 73 2c 20 65 2e 67 2e 2c 20 60 60 28 6d 2c 20 the.given.shape.is,.e.g.,.``(m,.
89e00 6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6d 20 2a 20 n,.k)``,.then.............``m.*.
89e20 6e 20 2a 20 6b 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 20 20 49 66 20 73 n.*.k``.samples.are.drawn...If.s
89e40 69 7a 65 20 69 73 20 60 60 4e 6f 6e 65 60 60 20 28 64 65 66 61 75 6c 74 29 2c 0a 20 20 20 20 20 ize.is.``None``.(default),......
89e60 20 20 20 20 20 20 20 61 20 73 69 6e 67 6c 65 20 76 61 6c 75 65 20 69 73 20 72 65 74 75 72 6e 65 .......a.single.value.is.returne
89e80 64 20 69 66 20 60 60 64 66 60 60 20 61 6e 64 20 60 60 6e 6f 6e 63 60 60 20 61 72 65 20 62 6f 74 d.if.``df``.and.``nonc``.are.bot
89ea0 68 20 73 63 61 6c 61 72 73 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 74 68 65 72 77 69 73 65 h.scalars..............Otherwise
89ec0 2c 20 60 60 6e 70 2e 62 72 6f 61 64 63 61 73 74 28 64 66 2c 20 6e 6f 6e 63 29 2e 73 69 7a 65 60 ,.``np.broadcast(df,.nonc).size`
89ee0 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 `.samples.are.drawn...........Re
89f00 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6f 75 turns.........-------.........ou
89f20 74 20 3a 20 6e 64 61 72 72 61 79 20 6f 72 20 73 63 61 6c 61 72 0a 20 20 20 20 20 20 20 20 20 20 t.:.ndarray.or.scalar...........
89f40 20 20 44 72 61 77 6e 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 70 61 72 61 6d 65 74 ..Drawn.samples.from.the.paramet
89f60 65 72 69 7a 65 64 20 6e 6f 6e 63 65 6e 74 72 61 6c 20 63 68 69 2d 73 71 75 61 72 65 20 64 69 73 erized.noncentral.chi-square.dis
89f80 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 53 65 65 20 41 6c 73 6f 0a 20 20 20 tribution...........See.Also....
89fa0 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 72 61 6e 64 6f 6d 2e 47 65 6e .....--------.........random.Gen
89fc0 65 72 61 74 6f 72 2e 6e 6f 6e 63 65 6e 74 72 61 6c 5f 63 68 69 73 71 75 61 72 65 3a 20 77 68 69 erator.noncentral_chisquare:.whi
89fe0 63 68 20 73 68 6f 75 6c 64 20 62 65 20 75 73 65 64 20 66 6f 72 20 6e 65 77 20 63 6f 64 65 2e 0a ch.should.be.used.for.new.code..
8a000 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 20 .........Notes.........-----....
8a020 20 20 20 20 20 54 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 75 6e .....The.probability.density.fun
8a040 63 74 69 6f 6e 20 66 6f 72 20 74 68 65 20 6e 6f 6e 63 65 6e 74 72 61 6c 20 43 68 69 2d 73 71 75 ction.for.the.noncentral.Chi-squ
8a060 61 72 65 0a 20 20 20 20 20 20 20 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 73 0a 0a 20 20 20 are.........distribution.is.....
8a080 20 20 20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20 50 28 78 3b 64 66 2c 6e 6f 6e 63 29 20 3d 20 5c 73 ........math::.P(x;df,nonc).=.\s
8a0a0 75 6d 5e 7b 5c 69 6e 66 74 79 7d 5f 7b 69 3d 30 7d 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 um^{\infty}_{i=0}...............
8a0c0 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 5c 66 72 61 63 7b 65 5e 7b 2d 6e 6f 6e 63 2f .................\frac{e^{-nonc/
8a0e0 32 7d 28 6e 6f 6e 63 2f 32 29 5e 7b 69 7d 7d 7b 69 21 7d 0a 20 20 20 20 20 20 20 20 20 20 20 20 2}(nonc/2)^{i}}{i!}.............
8a100 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 50 5f 7b 59 5f 7b 64 66 2b 32 69 7d 7d ...................P_{Y_{df+2i}}
8a120 28 78 29 2c 0a 0a 20 20 20 20 20 20 20 20 77 68 65 72 65 20 3a 6d 61 74 68 3a 60 59 5f 7b 71 7d (x),..........where.:math:`Y_{q}
8a140 60 20 69 73 20 74 68 65 20 43 68 69 2d 73 71 75 61 72 65 20 77 69 74 68 20 71 20 64 65 67 72 65 `.is.the.Chi-square.with.q.degre
8a160 65 73 20 6f 66 20 66 72 65 65 64 6f 6d 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 66 65 72 65 6e 63 es.of.freedom...........Referenc
8a180 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e es.........----------...........
8a1a0 20 5b 31 5d 20 57 69 6b 69 70 65 64 69 61 2c 20 22 4e 6f 6e 63 65 6e 74 72 61 6c 20 63 68 69 2d .[1].Wikipedia,."Noncentral.chi-
8a1c0 73 71 75 61 72 65 64 20 64 69 73 74 72 69 62 75 74 69 6f 6e 22 0a 20 20 20 20 20 20 20 20 20 20 squared.distribution"...........
8a1e0 20 20 20 20 20 68 74 74 70 73 3a 2f 2f 65 6e 2e 77 69 6b 69 70 65 64 69 61 2e 6f 72 67 2f 77 69 .....https://en.wikipedia.org/wi
8a200 6b 69 2f 4e 6f 6e 63 65 6e 74 72 61 6c 5f 63 68 69 2d 73 71 75 61 72 65 64 5f 64 69 73 74 72 69 ki/Noncentral_chi-squared_distri
8a220 62 75 74 69 6f 6e 0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 bution..........Examples........
8a240 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 76 61 6c 75 65 73 20 66 72 .--------.........Draw.values.fr
8a260 6f 6d 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 61 6e 64 20 70 6c 6f 74 20 74 68 65 om.the.distribution.and.plot.the
8a280 20 68 69 73 74 6f 67 72 61 6d 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 69 6d 70 6f 72 74 20 6d .histogram..........>>>.import.m
8a2a0 61 74 70 6c 6f 74 6c 69 62 2e 70 79 70 6c 6f 74 20 61 73 20 70 6c 74 0a 20 20 20 20 20 20 20 20 atplotlib.pyplot.as.plt.........
8a2c0 3e 3e 3e 20 76 61 6c 75 65 73 20 3d 20 70 6c 74 2e 68 69 73 74 28 6e 70 2e 72 61 6e 64 6f 6d 2e >>>.values.=.plt.hist(np.random.
8a2e0 6e 6f 6e 63 65 6e 74 72 61 6c 5f 63 68 69 73 71 75 61 72 65 28 33 2c 20 32 30 2c 20 31 30 30 30 noncentral_chisquare(3,.20,.1000
8a300 30 30 29 2c 0a 20 20 20 20 20 20 20 20 2e 2e 2e 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 00),............................
8a320 20 20 20 62 69 6e 73 3d 32 30 30 2c 20 64 65 6e 73 69 74 79 3d 54 72 75 65 29 0a 20 20 20 20 20 ...bins=200,.density=True)......
8a340 20 20 20 3e 3e 3e 20 70 6c 74 2e 73 68 6f 77 28 29 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 ...>>>.plt.show()..........Draw.
8a360 76 61 6c 75 65 73 20 66 72 6f 6d 20 61 20 6e 6f 6e 63 65 6e 74 72 61 6c 20 63 68 69 73 71 75 61 values.from.a.noncentral.chisqua
8a380 72 65 20 77 69 74 68 20 76 65 72 79 20 73 6d 61 6c 6c 20 6e 6f 6e 63 65 6e 74 72 61 6c 69 74 79 re.with.very.small.noncentrality
8a3a0 2c 0a 20 20 20 20 20 20 20 20 61 6e 64 20 63 6f 6d 70 61 72 65 20 74 6f 20 61 20 63 68 69 73 71 ,.........and.compare.to.a.chisq
8a3c0 75 61 72 65 2e 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 66 69 67 75 72 65 28 29 0a uare...........>>>.plt.figure().
8a3e0 20 20 20 20 20 20 20 20 3e 3e 3e 20 76 61 6c 75 65 73 20 3d 20 70 6c 74 2e 68 69 73 74 28 6e 70 ........>>>.values.=.plt.hist(np
8a400 2e 72 61 6e 64 6f 6d 2e 6e 6f 6e 63 65 6e 74 72 61 6c 5f 63 68 69 73 71 75 61 72 65 28 33 2c 20 .random.noncentral_chisquare(3,.
8a420 2e 30 30 30 30 30 30 31 2c 20 31 30 30 30 30 30 29 2c 0a 20 20 20 20 20 20 20 20 2e 2e 2e 20 20 .0000001,.100000),..............
8a440 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 62 69 6e 73 3d 6e 70 2e 61 72 61 6e 67 65 28 .................bins=np.arange(
8a460 30 2e 2c 20 32 35 2c 20 2e 31 29 2c 20 64 65 6e 73 69 74 79 3d 54 72 75 65 29 0a 20 20 20 20 20 0.,.25,..1),.density=True)......
8a480 20 20 20 3e 3e 3e 20 76 61 6c 75 65 73 32 20 3d 20 70 6c 74 2e 68 69 73 74 28 6e 70 2e 72 61 6e ...>>>.values2.=.plt.hist(np.ran
8a4a0 64 6f 6d 2e 63 68 69 73 71 75 61 72 65 28 33 2c 20 31 30 30 30 30 30 29 2c 0a 20 20 20 20 20 20 dom.chisquare(3,.100000),.......
8a4c0 20 20 2e 2e 2e 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 62 69 6e 73 3d 6e 70 .........................bins=np
8a4e0 2e 61 72 61 6e 67 65 28 30 2e 2c 20 32 35 2c 20 2e 31 29 2c 20 64 65 6e 73 69 74 79 3d 54 72 75 .arange(0.,.25,..1),.density=Tru
8a500 65 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 70 6c 6f 74 28 76 61 6c 75 65 73 5b 31 e).........>>>.plt.plot(values[1
8a520 5d 5b 30 3a 2d 31 5d 2c 20 76 61 6c 75 65 73 5b 30 5d 2d 76 61 6c 75 65 73 32 5b 30 5d 2c 20 27 ][0:-1],.values[0]-values2[0],.'
8a540 6f 62 27 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 73 68 6f 77 28 29 0a 0a 20 20 20 ob').........>>>.plt.show().....
8a560 20 20 20 20 20 44 65 6d 6f 6e 73 74 72 61 74 65 20 68 6f 77 20 6c 61 72 67 65 20 76 61 6c 75 65 .....Demonstrate.how.large.value
8a580 73 20 6f 66 20 6e 6f 6e 2d 63 65 6e 74 72 61 6c 69 74 79 20 6c 65 61 64 20 74 6f 20 61 20 6d 6f s.of.non-centrality.lead.to.a.mo
8a5a0 72 65 20 73 79 6d 6d 65 74 72 69 63 0a 20 20 20 20 20 20 20 20 64 69 73 74 72 69 62 75 74 69 6f re.symmetric.........distributio
8a5c0 6e 2e 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 66 69 67 75 72 65 28 29 0a 20 20 20 n...........>>>.plt.figure()....
8a5e0 20 20 20 20 20 3e 3e 3e 20 76 61 6c 75 65 73 20 3d 20 70 6c 74 2e 68 69 73 74 28 6e 70 2e 72 61 .....>>>.values.=.plt.hist(np.ra
8a600 6e 64 6f 6d 2e 6e 6f 6e 63 65 6e 74 72 61 6c 5f 63 68 69 73 71 75 61 72 65 28 33 2c 20 32 30 2c ndom.noncentral_chisquare(3,.20,
8a620 20 31 30 30 30 30 30 29 2c 0a 20 20 20 20 20 20 20 20 2e 2e 2e 20 20 20 20 20 20 20 20 20 20 20 .100000),.......................
8a640 20 20 20 20 20 20 20 20 62 69 6e 73 3d 32 30 30 2c 20 64 65 6e 73 69 74 79 3d 54 72 75 65 29 0a ........bins=200,.density=True).
8a660 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 73 68 6f 77 28 29 0a 0a 20 20 20 20 20 20 20 20 ........>>>.plt.show()..........
8a680 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
8a6a0 0a 20 20 20 20 20 20 20 20 6e 65 67 61 74 69 76 65 5f 62 69 6e 6f 6d 69 61 6c 28 6e 2c 20 70 2c .........negative_binomial(n,.p,
8a6c0 20 73 69 7a 65 3d 4e 6f 6e 65 29 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 .size=None)..........Draw.sample
8a6e0 73 20 66 72 6f 6d 20 61 20 6e 65 67 61 74 69 76 65 20 62 69 6e 6f 6d 69 61 6c 20 64 69 73 74 72 s.from.a.negative.binomial.distr
8a700 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 53 61 6d 70 6c 65 73 20 61 72 65 20 64 72 ibution...........Samples.are.dr
8a720 61 77 6e 20 66 72 6f 6d 20 61 20 6e 65 67 61 74 69 76 65 20 62 69 6e 6f 6d 69 61 6c 20 64 69 73 awn.from.a.negative.binomial.dis
8a740 74 72 69 62 75 74 69 6f 6e 20 77 69 74 68 20 73 70 65 63 69 66 69 65 64 0a 20 20 20 20 20 20 20 tribution.with.specified........
8a760 20 70 61 72 61 6d 65 74 65 72 73 2c 20 60 6e 60 20 73 75 63 63 65 73 73 65 73 20 61 6e 64 20 60 .parameters,.`n`.successes.and.`
8a780 70 60 20 70 72 6f 62 61 62 69 6c 69 74 79 20 6f 66 20 73 75 63 63 65 73 73 20 77 68 65 72 65 20 p`.probability.of.success.where.
8a7a0 60 6e 60 0a 20 20 20 20 20 20 20 20 69 73 20 3e 20 30 20 61 6e 64 20 60 70 60 20 69 73 20 69 6e `n`.........is.>.0.and.`p`.is.in
8a7c0 20 74 68 65 20 69 6e 74 65 72 76 61 6c 20 5b 30 2c 20 31 5d 2e 0a 0a 20 20 20 20 20 20 20 20 2e .the.interval.[0,.1]............
8a7e0 2e 20 6e 6f 74 65 3a 3a 0a 20 20 20 20 20 20 20 20 20 20 20 20 4e 65 77 20 63 6f 64 65 20 73 68 ..note::.............New.code.sh
8a800 6f 75 6c 64 20 75 73 65 20 74 68 65 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 7e 6e 75 6d 70 79 ould.use.the.............`~numpy
8a820 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 6e 65 67 61 74 69 76 65 5f 62 69 6e 6f 6d .random.Generator.negative_binom
8a840 69 61 6c 60 0a 20 20 20 20 20 20 20 20 20 20 20 20 6d 65 74 68 6f 64 20 6f 66 20 61 20 60 7e 6e ial`.............method.of.a.`~n
8a860 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 60 20 69 6e 73 74 61 6e 63 65 20 umpy.random.Generator`.instance.
8a880 69 6e 73 74 65 61 64 3b 0a 20 20 20 20 20 20 20 20 20 20 20 20 70 6c 65 61 73 65 20 73 65 65 20 instead;.............please.see.
8a8a0 74 68 65 20 3a 72 65 66 3a 60 72 61 6e 64 6f 6d 2d 71 75 69 63 6b 2d 73 74 61 72 74 60 2e 0a 0a the.:ref:`random-quick-start`...
8a8c0 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d ........Parameters.........-----
8a8e0 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6e 20 3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61 79 -----.........n.:.float.or.array
8a900 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 50 61 72 61 _like.of.floats.............Para
8a920 6d 65 74 65 72 20 6f 66 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2c 20 3e 20 30 2e 0a meter.of.the.distribution,.>.0..
8a940 20 20 20 20 20 20 20 20 70 20 3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 ........p.:.float.or.array_like.
8a960 6f 66 20 66 6c 6f 61 74 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 20 of.floats.............Parameter.
8a980 6f 66 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2c 20 3e 3d 20 30 20 61 6e 64 20 3c 3d of.the.distribution,.>=.0.and.<=
8a9a0 31 2e 0a 20 20 20 20 20 20 20 20 73 69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74 75 70 6c 65 20 6f 1..........size.:.int.or.tuple.o
8a9c0 66 20 69 6e 74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 75 74 f.ints,.optional.............Out
8a9e0 70 75 74 20 73 68 61 70 65 2e 20 20 49 66 20 74 68 65 20 67 69 76 65 6e 20 73 68 61 70 65 20 69 put.shape...If.the.given.shape.i
8aa00 73 2c 20 65 2e 67 2e 2c 20 60 60 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e 0a 20 20 20 s,.e.g.,.``(m,.n,.k)``,.then....
8aa20 20 20 20 20 20 20 20 20 20 60 60 6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d 70 6c 65 73 20 61 .........``m.*.n.*.k``.samples.a
8aa40 72 65 20 64 72 61 77 6e 2e 20 20 49 66 20 73 69 7a 65 20 69 73 20 60 60 4e 6f 6e 65 60 60 20 28 re.drawn...If.size.is.``None``.(
8aa60 64 65 66 61 75 6c 74 29 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 61 20 73 69 6e 67 6c 65 20 76 default),.............a.single.v
8aa80 61 6c 75 65 20 69 73 20 72 65 74 75 72 6e 65 64 20 69 66 20 60 60 6e 60 60 20 61 6e 64 20 60 60 alue.is.returned.if.``n``.and.``
8aaa0 70 60 60 20 61 72 65 20 62 6f 74 68 20 73 63 61 6c 61 72 73 2e 0a 20 20 20 20 20 20 20 20 20 20 p``.are.both.scalars............
8aac0 20 20 4f 74 68 65 72 77 69 73 65 2c 20 60 60 6e 70 2e 62 72 6f 61 64 63 61 73 74 28 6e 2c 20 70 ..Otherwise,.``np.broadcast(n,.p
8aae0 29 2e 73 69 7a 65 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 0a 0a 20 20 20 ).size``.samples.are.drawn......
8ab00 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 .....Returns.........-------....
8ab20 20 20 20 20 20 6f 75 74 20 3a 20 6e 64 61 72 72 61 79 20 6f 72 20 73 63 61 6c 61 72 0a 20 20 20 .....out.:.ndarray.or.scalar....
8ab40 20 20 20 20 20 20 20 20 20 44 72 61 77 6e 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 .........Drawn.samples.from.the.
8ab60 70 61 72 61 6d 65 74 65 72 69 7a 65 64 20 6e 65 67 61 74 69 76 65 20 62 69 6e 6f 6d 69 61 6c 20 parameterized.negative.binomial.
8ab80 64 69 73 74 72 69 62 75 74 69 6f 6e 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 77 68 65 72 65 20 distribution,.............where.
8aba0 65 61 63 68 20 73 61 6d 70 6c 65 20 69 73 20 65 71 75 61 6c 20 74 6f 20 4e 2c 20 74 68 65 20 6e each.sample.is.equal.to.N,.the.n
8abc0 75 6d 62 65 72 20 6f 66 20 66 61 69 6c 75 72 65 73 20 74 68 61 74 0a 20 20 20 20 20 20 20 20 20 umber.of.failures.that..........
8abe0 20 20 20 6f 63 63 75 72 72 65 64 20 62 65 66 6f 72 65 20 61 20 74 6f 74 61 6c 20 6f 66 20 6e 20 ...occurred.before.a.total.of.n.
8ac00 73 75 63 63 65 73 73 65 73 20 77 61 73 20 72 65 61 63 68 65 64 2e 0a 0a 20 20 20 20 20 20 20 20 successes.was.reached...........
8ac20 53 65 65 20 41 6c 73 6f 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 See.Also.........--------.......
8ac40 20 20 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 6e 65 67 61 74 69 76 65 5f 62 69 6e 6f ..random.Generator.negative_bino
8ac60 6d 69 61 6c 3a 20 77 68 69 63 68 20 73 68 6f 75 6c 64 20 62 65 20 75 73 65 64 20 66 6f 72 20 6e mial:.which.should.be.used.for.n
8ac80 65 77 20 63 6f 64 65 2e 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20 ew.code...........Notes.........
8aca0 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 54 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 6d 61 -----.........The.probability.ma
8acc0 73 73 20 66 75 6e 63 74 69 6f 6e 20 6f 66 20 74 68 65 20 6e 65 67 61 74 69 76 65 20 62 69 6e 6f ss.function.of.the.negative.bino
8ace0 6d 69 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 73 0a 0a 20 20 20 20 20 20 20 20 2e 2e mial.distribution.is............
8ad00 20 6d 61 74 68 3a 3a 20 50 28 4e 3b 6e 2c 70 29 20 3d 20 5c 66 72 61 63 7b 5c 47 61 6d 6d 61 28 .math::.P(N;n,p).=.\frac{\Gamma(
8ad20 4e 2b 6e 29 7d 7b 4e 21 5c 47 61 6d 6d 61 28 6e 29 7d 70 5e 7b 6e 7d 28 31 2d 70 29 5e 7b 4e 7d N+n)}{N!\Gamma(n)}p^{n}(1-p)^{N}
8ad40 2c 0a 0a 20 20 20 20 20 20 20 20 77 68 65 72 65 20 3a 6d 61 74 68 3a 60 6e 60 20 69 73 20 74 68 ,..........where.:math:`n`.is.th
8ad60 65 20 6e 75 6d 62 65 72 20 6f 66 20 73 75 63 63 65 73 73 65 73 2c 20 3a 6d 61 74 68 3a 60 70 60 e.number.of.successes,.:math:`p`
8ad80 20 69 73 20 74 68 65 0a 20 20 20 20 20 20 20 20 70 72 6f 62 61 62 69 6c 69 74 79 20 6f 66 20 73 .is.the.........probability.of.s
8ada0 75 63 63 65 73 73 2c 20 3a 6d 61 74 68 3a 60 4e 2b 6e 60 20 69 73 20 74 68 65 20 6e 75 6d 62 65 uccess,.:math:`N+n`.is.the.numbe
8adc0 72 20 6f 66 20 74 72 69 61 6c 73 2c 20 61 6e 64 0a 20 20 20 20 20 20 20 20 3a 6d 61 74 68 3a 60 r.of.trials,.and.........:math:`
8ade0 5c 47 61 6d 6d 61 60 20 69 73 20 74 68 65 20 67 61 6d 6d 61 20 66 75 6e 63 74 69 6f 6e 2e 20 57 \Gamma`.is.the.gamma.function..W
8ae00 68 65 6e 20 3a 6d 61 74 68 3a 60 6e 60 20 69 73 20 61 6e 20 69 6e 74 65 67 65 72 2c 0a 20 20 20 hen.:math:`n`.is.an.integer,....
8ae20 20 20 20 20 20 3a 6d 61 74 68 3a 60 5c 66 72 61 63 7b 5c 47 61 6d 6d 61 28 4e 2b 6e 29 7d 7b 4e .....:math:`\frac{\Gamma(N+n)}{N
8ae40 21 5c 47 61 6d 6d 61 28 6e 29 7d 20 3d 20 5c 62 69 6e 6f 6d 7b 4e 2b 6e 2d 31 7d 7b 4e 7d 60 2c !\Gamma(n)}.=.\binom{N+n-1}{N}`,
8ae60 20 77 68 69 63 68 20 69 73 0a 20 20 20 20 20 20 20 20 74 68 65 20 6d 6f 72 65 20 63 6f 6d 6d 6f .which.is.........the.more.commo
8ae80 6e 20 66 6f 72 6d 20 6f 66 20 74 68 69 73 20 74 65 72 6d 20 69 6e 20 74 68 65 20 70 6d 66 2e 20 n.form.of.this.term.in.the.pmf..
8aea0 54 68 65 20 6e 65 67 61 74 69 76 65 0a 20 20 20 20 20 20 20 20 62 69 6e 6f 6d 69 61 6c 20 64 69 The.negative.........binomial.di
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8b040 57 65 69 73 73 74 65 69 6e 2c 20 45 72 69 63 20 57 2e 20 22 4e 65 67 61 74 69 76 65 20 42 69 6e Weisstein,.Eric.W.."Negative.Bin
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8d380 20 36 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 6e 70 2e 72 61 6e 64 6f 6d 2e 6d 75 6c 74 69 .6:..........>>>.np.random.multi
8d3a0 6e 6f 6d 69 61 6c 28 31 30 30 2c 20 5b 31 2f 37 2e 5d 2a 35 20 2b 20 5b 32 2f 37 2e 5d 29 0a 20 nomial(100,.[1/7.]*5.+.[2/7.])..
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8d4e0 65 64 20 63 6f 69 6e 20 77 68 69 63 68 20 68 61 73 20 74 77 69 63 65 20 61 73 20 6d 75 63 68 20 ed.coin.which.has.twice.as.much.
8d500 77 65 69 67 68 74 20 6f 6e 20 6f 6e 65 20 73 69 64 65 20 61 73 20 6f 6e 20 74 68 65 0a 20 20 20 weight.on.one.side.as.on.the....
8d520 20 20 20 20 20 6f 74 68 65 72 20 73 68 6f 75 6c 64 20 62 65 20 73 61 6d 70 6c 65 64 20 6c 69 6b .....other.should.be.sampled.lik
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8d560 74 69 6e 6f 6d 69 61 6c 28 31 30 30 2c 20 5b 31 2e 30 20 2f 20 33 2c 20 32 2e 30 20 2f 20 33 5d tinomial(100,.[1.0./.3,.2.0./.3]
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8d660 73 20 4e 61 4e 73 0a 0a 20 20 20 20 20 20 20 20 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 s.NaNs..........................
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8d6a0 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 61 20 6c 6f ..........Draw.samples.from.a.lo
8d6c0 67 61 72 69 74 68 6d 69 63 20 73 65 72 69 65 73 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a garithmic.series.distribution...
8d6e0 20 20 20 20 20 20 20 20 53 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 20 66 72 6f 6d 20 61 ........Samples.are.drawn.from.a
8d700 20 6c 6f 67 20 73 65 72 69 65 73 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 77 69 74 68 20 73 70 .log.series.distribution.with.sp
8d720 65 63 69 66 69 65 64 0a 20 20 20 20 20 20 20 20 73 68 61 70 65 20 70 61 72 61 6d 65 74 65 72 2c ecified.........shape.parameter,
8d740 20 30 20 3c 3d 20 60 60 70 60 60 20 3c 20 31 2e 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6e 6f 74 .0.<=.``p``.<.1..............not
8d760 65 3a 3a 0a 20 20 20 20 20 20 20 20 20 20 20 20 4e 65 77 20 63 6f 64 65 20 73 68 6f 75 6c 64 20 e::.............New.code.should.
8d780 75 73 65 20 74 68 65 20 60 7e 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 use.the.`~numpy.random.Generator
8d7a0 2e 6c 6f 67 73 65 72 69 65 73 60 0a 20 20 20 20 20 20 20 20 20 20 20 20 6d 65 74 68 6f 64 20 6f .logseries`.............method.o
8d7c0 66 20 61 20 60 7e 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 60 20 69 6e f.a.`~numpy.random.Generator`.in
8d7e0 73 74 61 6e 63 65 20 69 6e 73 74 65 61 64 3b 0a 20 20 20 20 20 20 20 20 20 20 20 20 70 6c 65 61 stance.instead;.............plea
8d800 73 65 20 73 65 65 20 74 68 65 20 3a 72 65 66 3a 60 72 61 6e 64 6f 6d 2d 71 75 69 63 6b 2d 73 74 se.see.the.:ref:`random-quick-st
8d820 61 72 74 60 2e 0a 0a 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20 art`...........Parameters.......
8d840 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 70 20 3a 20 66 6c 6f 61 74 20 6f ..----------.........p.:.float.o
8d860 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a 20 20 20 20 20 20 20 20 20 r.array_like.of.floats..........
8d880 20 20 20 53 68 61 70 65 20 70 61 72 61 6d 65 74 65 72 20 66 6f 72 20 74 68 65 20 64 69 73 74 72 ...Shape.parameter.for.the.distr
8d8a0 69 62 75 74 69 6f 6e 2e 20 20 4d 75 73 74 20 62 65 20 69 6e 20 74 68 65 20 72 61 6e 67 65 20 5b ibution...Must.be.in.the.range.[
8d8c0 30 2c 20 31 29 2e 0a 20 20 20 20 20 20 20 20 73 69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74 75 70 0,.1)..........size.:.int.or.tup
8d8e0 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 le.of.ints,.optional............
8d900 20 4f 75 74 70 75 74 20 73 68 61 70 65 2e 20 20 49 66 20 74 68 65 20 67 69 76 65 6e 20 73 68 61 .Output.shape...If.the.given.sha
8d920 70 65 20 69 73 2c 20 65 2e 67 2e 2c 20 60 60 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e pe.is,.e.g.,.``(m,.n,.k)``,.then
8d940 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d 70 6c .............``m.*.n.*.k``.sampl
8d960 65 73 20 61 72 65 20 64 72 61 77 6e 2e 20 20 49 66 20 73 69 7a 65 20 69 73 20 60 60 4e 6f 6e 65 es.are.drawn...If.size.is.``None
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8d9a0 6c 65 20 76 61 6c 75 65 20 69 73 20 72 65 74 75 72 6e 65 64 20 69 66 20 60 60 70 60 60 20 69 73 le.value.is.returned.if.``p``.is
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8da00 61 72 65 20 64 72 61 77 6e 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 are.drawn...........Returns.....
8da20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6f 75 74 20 3a 20 6e 64 61 72 72 61 ....-------.........out.:.ndarra
8da40 79 20 6f 72 20 73 63 61 6c 61 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e 20 73 61 y.or.scalar.............Drawn.sa
8da60 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 70 61 72 61 6d 65 74 65 72 69 7a 65 64 20 6c 6f 67 mples.from.the.parameterized.log
8da80 61 72 69 74 68 6d 69 63 20 73 65 72 69 65 73 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 arithmic.series.distribution....
8daa0 20 20 20 20 20 20 20 53 65 65 20 41 6c 73 6f 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d .......See.Also.........--------
8dac0 0a 20 20 20 20 20 20 20 20 73 63 69 70 79 2e 73 74 61 74 73 2e 6c 6f 67 73 65 72 20 3a 20 70 72 .........scipy.stats.logser.:.pr
8dae0 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e 2c 20 64 69 73 74 obability.density.function,.dist
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8db20 76 65 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e 2c 20 65 74 63 2e 0a 20 20 20 20 20 20 ve.density.function,.etc........
8db40 20 20 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 6c 6f 67 73 65 72 69 65 73 3a 20 77 68 ..random.Generator.logseries:.wh
8db60 69 63 68 20 73 68 6f 75 6c 64 20 62 65 20 75 73 65 64 20 66 6f 72 20 6e 65 77 20 63 6f 64 65 2e ich.should.be.used.for.new.code.
8db80 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 ..........Notes.........-----...
8dba0 20 20 20 20 20 20 54 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 6f ......The.probability.density.fo
8dbc0 72 20 74 68 65 20 4c 6f 67 20 53 65 72 69 65 73 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 73 r.the.Log.Series.distribution.is
8dbe0 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20 50 28 6b 29 20 3d 20 5c 66 72 61 63 .............math::.P(k).=.\frac
8dc00 7b 2d 70 5e 6b 7d 7b 6b 20 5c 6c 6e 28 31 2d 70 29 7d 2c 0a 0a 20 20 20 20 20 20 20 20 77 68 65 {-p^k}{k.\ln(1-p)},..........whe
8dc20 72 65 20 70 20 3d 20 70 72 6f 62 61 62 69 6c 69 74 79 2e 0a 0a 20 20 20 20 20 20 20 20 54 68 65 re.p.=.probability...........The
8dc40 20 6c 6f 67 20 73 65 72 69 65 73 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 73 20 66 72 65 71 .log.series.distribution.is.freq
8dc60 75 65 6e 74 6c 79 20 75 73 65 64 20 74 6f 20 72 65 70 72 65 73 65 6e 74 20 73 70 65 63 69 65 73 uently.used.to.represent.species
8dc80 0a 20 20 20 20 20 20 20 20 72 69 63 68 6e 65 73 73 20 61 6e 64 20 6f 63 63 75 72 72 65 6e 63 65 .........richness.and.occurrence
8dca0 2c 20 66 69 72 73 74 20 70 72 6f 70 6f 73 65 64 20 62 79 20 46 69 73 68 65 72 2c 20 43 6f 72 62 ,.first.proposed.by.Fisher,.Corb
8dcc0 65 74 2c 20 61 6e 64 0a 20 20 20 20 20 20 20 20 57 69 6c 6c 69 61 6d 73 20 69 6e 20 31 39 34 33 et,.and.........Williams.in.1943
8dce0 20 5b 32 5d 2e 20 20 49 74 20 6d 61 79 20 61 6c 73 6f 20 62 65 20 75 73 65 64 20 74 6f 20 6d 6f .[2]...It.may.also.be.used.to.mo
8dd00 64 65 6c 20 74 68 65 20 6e 75 6d 62 65 72 73 20 6f 66 0a 20 20 20 20 20 20 20 20 6f 63 63 75 70 del.the.numbers.of.........occup
8dd20 61 6e 74 73 20 73 65 65 6e 20 69 6e 20 63 61 72 73 20 5b 33 5d 2e 0a 0a 20 20 20 20 20 20 20 20 ants.seen.in.cars.[3]...........
8dd40 52 65 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 References.........----------...
8dd60 20 20 20 20 20 20 2e 2e 20 5b 31 5d 20 42 75 7a 61 73 2c 20 4d 61 72 74 69 6e 20 41 2e 3b 20 43 .........[1].Buzas,.Martin.A.;.C
8dd80 75 6c 76 65 72 2c 20 53 74 65 70 68 65 6e 20 4a 2e 2c 20 20 55 6e 64 65 72 73 74 61 6e 64 69 6e ulver,.Stephen.J.,..Understandin
8dda0 67 20 72 65 67 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 73 70 65 63 69 65 g.regional................specie
8ddc0 73 20 64 69 76 65 72 73 69 74 79 20 74 68 72 6f 75 67 68 20 74 68 65 20 6c 6f 67 20 73 65 72 69 s.diversity.through.the.log.seri
8dde0 65 73 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 6f 66 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 es.distribution.of..............
8de00 20 20 6f 63 63 75 72 72 65 6e 63 65 73 3a 20 42 49 4f 44 49 56 45 52 53 49 54 59 20 52 45 53 45 ..occurrences:.BIODIVERSITY.RESE
8de20 41 52 43 48 20 44 69 76 65 72 73 69 74 79 20 26 20 44 69 73 74 72 69 62 75 74 69 6f 6e 73 2c 0a ARCH.Diversity.&.Distributions,.
8de40 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 56 6f 6c 75 6d 65 20 35 2c 20 4e 75 6d 62 65 72 20 ...............Volume.5,.Number.
8de60 35 2c 20 53 65 70 74 65 6d 62 65 72 20 31 39 39 39 20 2c 20 70 70 2e 20 31 38 37 2d 31 39 35 28 5,.September.1999.,.pp..187-195(
8de80 39 29 2e 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 32 5d 20 46 69 73 68 65 72 2c 20 52 2e 41 2c 2c 9).............[2].Fisher,.R.A,,
8dea0 20 41 2e 53 2e 20 43 6f 72 62 65 74 2c 20 61 6e 64 20 43 2e 42 2e 20 57 69 6c 6c 69 61 6d 73 2e .A.S..Corbet,.and.C.B..Williams.
8dec0 20 31 39 34 33 2e 20 54 68 65 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 72 65 6c 61 74 69 .1943..The................relati
8dee0 6f 6e 20 62 65 74 77 65 65 6e 20 74 68 65 20 6e 75 6d 62 65 72 20 6f 66 20 73 70 65 63 69 65 73 on.between.the.number.of.species
8df00 20 61 6e 64 20 74 68 65 20 6e 75 6d 62 65 72 20 6f 66 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 .and.the.number.of..............
8df20 20 20 69 6e 64 69 76 69 64 75 61 6c 73 20 69 6e 20 61 20 72 61 6e 64 6f 6d 20 73 61 6d 70 6c 65 ..individuals.in.a.random.sample
8df40 20 6f 66 20 61 6e 20 61 6e 69 6d 61 6c 20 70 6f 70 75 6c 61 74 69 6f 6e 2e 0a 20 20 20 20 20 20 .of.an.animal.population........
8df60 20 20 20 20 20 20 20 20 20 4a 6f 75 72 6e 61 6c 20 6f 66 20 41 6e 69 6d 61 6c 20 45 63 6f 6c 6f .........Journal.of.Animal.Ecolo
8df80 67 79 2c 20 31 32 3a 34 32 2d 35 38 2e 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 33 5d 20 44 2e 20 gy,.12:42-58.............[3].D..
8dfa0 4a 2e 20 48 61 6e 64 2c 20 46 2e 20 44 61 6c 79 2c 20 44 2e 20 4c 75 6e 6e 2c 20 45 2e 20 4f 73 J..Hand,.F..Daly,.D..Lunn,.E..Os
8dfc0 74 72 6f 77 73 6b 69 2c 20 41 20 48 61 6e 64 62 6f 6f 6b 20 6f 66 20 53 6d 61 6c 6c 0a 20 20 20 trowski,.A.Handbook.of.Small....
8dfe0 20 20 20 20 20 20 20 20 20 20 20 20 44 61 74 61 20 53 65 74 73 2c 20 43 52 43 20 50 72 65 73 73 ............Data.Sets,.CRC.Press
8e000 2c 20 31 39 39 34 2e 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 34 5d 20 57 69 6b 69 70 65 64 69 61 ,.1994.............[4].Wikipedia
8e020 2c 20 22 4c 6f 67 61 72 69 74 68 6d 69 63 20 64 69 73 74 72 69 62 75 74 69 6f 6e 22 2c 0a 20 20 ,."Logarithmic.distribution",...
8e040 20 20 20 20 20 20 20 20 20 20 20 20 20 68 74 74 70 73 3a 2f 2f 65 6e 2e 77 69 6b 69 70 65 64 69 .............https://en.wikipedi
8e060 61 2e 6f 72 67 2f 77 69 6b 69 2f 4c 6f 67 61 72 69 74 68 6d 69 63 5f 64 69 73 74 72 69 62 75 74 a.org/wiki/Logarithmic_distribut
8e080 69 6f 6e 0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d ion..........Examples.........--
8e0a0 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d ------.........Draw.samples.from
8e0c0 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 .the.distribution:..........>>>.
8e0e0 61 20 3d 20 2e 36 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 73 20 3d 20 6e 70 2e 72 61 6e 64 6f 6d a.=..6.........>>>.s.=.np.random
8e100 2e 6c 6f 67 73 65 72 69 65 73 28 61 2c 20 31 30 30 30 30 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e .logseries(a,.10000).........>>>
8e120 20 69 6d 70 6f 72 74 20 6d 61 74 70 6c 6f 74 6c 69 62 2e 70 79 70 6c 6f 74 20 61 73 20 70 6c 74 .import.matplotlib.pyplot.as.plt
8e140 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 63 6f 75 6e 74 2c 20 62 69 6e 73 2c 20 69 67 6e 6f 72 65 .........>>>.count,.bins,.ignore
8e160 64 20 3d 20 70 6c 74 2e 68 69 73 74 28 73 29 0a 0a 20 20 20 20 20 20 20 20 23 20 20 20 70 6c 6f d.=.plt.hist(s)..........#...plo
8e180 74 20 61 67 61 69 6e 73 74 20 64 69 73 74 72 69 62 75 74 69 6f 6e 0a 0a 20 20 20 20 20 20 20 20 t.against.distribution..........
8e1a0 3e 3e 3e 20 64 65 66 20 6c 6f 67 73 65 72 69 65 73 28 6b 2c 20 70 29 3a 0a 20 20 20 20 20 20 20 >>>.def.logseries(k,.p):........
8e1c0 20 2e 2e 2e 20 20 20 20 20 72 65 74 75 72 6e 20 2d 70 2a 2a 6b 2f 28 6b 2a 6e 70 2e 6c 6f 67 28 .........return.-p**k/(k*np.log(
8e1e0 31 2d 70 29 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 70 6c 74 2e 70 6c 6f 74 28 62 69 6e 73 2c 1-p)).........>>>.plt.plot(bins,
8e200 20 6c 6f 67 73 65 72 69 65 73 28 62 69 6e 73 2c 20 61 29 2a 63 6f 75 6e 74 2e 6d 61 78 28 29 2f .logseries(bins,.a)*count.max()/
8e220 0a 20 20 20 20 20 20 20 20 2e 2e 2e 20 20 20 20 20 20 20 20 20 20 6c 6f 67 73 65 72 69 65 73 28 ......................logseries(
8e240 62 69 6e 73 2c 20 61 29 2e 6d 61 78 28 29 2c 20 27 72 27 29 0a 20 20 20 20 20 20 20 20 3e 3e 3e bins,.a).max(),.'r').........>>>
8e260 20 70 6c 74 2e 73 68 6f 77 28 29 0a 0a 20 20 20 20 20 20 20 20 00 00 00 00 00 00 00 00 00 00 00 .plt.show().....................
8e280 0a 20 20 20 20 20 20 20 20 6c 6f 67 6e 6f 72 6d 61 6c 28 6d 65 61 6e 3d 30 2e 30 2c 20 73 69 67 .........lognormal(mean=0.0,.sig
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8e2c0 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 61 20 6c 6f 67 2d 6e 6f 72 6d 61 6c 20 64 69 73 74 72 .samples.from.a.log-normal.distr
8e2e0 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 ibution...........Draw.samples.f
8e300 72 6f 6d 20 61 20 6c 6f 67 2d 6e 6f 72 6d 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 77 69 rom.a.log-normal.distribution.wi
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8e340 61 72 64 20 64 65 76 69 61 74 69 6f 6e 2c 20 61 6e 64 20 61 72 72 61 79 20 73 68 61 70 65 2e 20 ard.deviation,.and.array.shape..
8e360 20 4e 6f 74 65 20 74 68 61 74 20 74 68 65 20 6d 65 61 6e 20 61 6e 64 20 73 74 61 6e 64 61 72 64 .Note.that.the.mean.and.standard
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8fc60 69 61 62 6c 65 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20 iable...........References......
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8fca0 73 73 2c 20 52 2e 2d 44 2e 20 61 6e 64 20 54 68 6f 6d 61 73 20 4d 2e 20 28 32 30 30 31 29 2c 20 ss,.R.-D..and.Thomas.M..(2001),.
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8fce0 20 20 20 20 20 20 20 20 45 78 74 72 65 6d 65 20 56 61 6c 75 65 73 2c 20 66 72 6f 6d 20 49 6e 73 ........Extreme.Values,.from.Ins
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8fd60 33 2e 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 32 5d 20 57 65 69 73 73 74 65 69 6e 2c 20 45 72 69 3.............[2].Weisstein,.Eri
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8fda0 6f 6d 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 4d 61 74 68 57 6f 72 6c 64 2d 2d 41 20 57 om................MathWorld--A.W
8fdc0 6f 6c 66 72 61 6d 20 57 65 62 20 52 65 73 6f 75 72 63 65 2e 0a 20 20 20 20 20 20 20 20 20 20 20 olfram.Web.Resource.............
8fde0 20 20 20 20 68 74 74 70 3a 2f 2f 6d 61 74 68 77 6f 72 6c 64 2e 77 6f 6c 66 72 61 6d 2e 63 6f 6d ....http://mathworld.wolfram.com
8fe00 2f 4c 6f 67 69 73 74 69 63 44 69 73 74 72 69 62 75 74 69 6f 6e 2e 68 74 6d 6c 0a 20 20 20 20 20 /LogisticDistribution.html......
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902e0 60 0a 20 20 20 20 20 20 20 20 20 20 20 20 6d 65 74 68 6f 64 20 6f 66 20 61 20 60 7e 6e 75 6d 70 `.............method.of.a.`~nump
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903a0 6c 69 6b 65 20 6f 66 20 69 6e 74 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 4e 75 6d 62 65 72 20 like.of.ints.............Number.
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903e0 2e 20 20 4d 75 73 74 20 62 65 20 6e 6f 6e 6e 65 67 61 74 69 76 65 2e 0a 20 20 20 20 20 20 20 20 ...Must.be.nonnegative..........
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90420 0a 20 20 20 20 20 20 20 20 20 20 20 20 4e 75 6d 62 65 72 20 6f 66 20 77 61 79 73 20 74 6f 20 6d .............Number.of.ways.to.m
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90540 2e 20 20 49 66 20 74 68 65 20 67 69 76 65 6e 20 73 68 61 70 65 20 69 73 2c 20 65 2e 67 2e 2c 20 ...If.the.given.shape.is,.e.g.,.
90560 60 60 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 ``(m,.n,.k)``,.then.............
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905a0 20 20 49 66 20 73 69 7a 65 20 69 73 20 60 60 4e 6f 6e 65 60 60 20 28 64 65 66 61 75 6c 74 29 2c ..If.size.is.``None``.(default),
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906a0 20 20 20 20 20 20 20 6f 75 74 20 3a 20 6e 64 61 72 72 61 79 20 6f 72 20 73 63 61 6c 61 72 0a 20 .......out.:.ndarray.or.scalar..
906c0 20 20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 ...........Drawn.samples.from.th
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90ca0 20 20 20 20 52 65 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d ....References.........---------
90cc0 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 31 5d 20 4c 65 6e 74 6e 65 72 2c 20 4d 61 72 76 69 6e -............[1].Lentner,.Marvin
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90d60 73 74 72 69 62 75 74 69 6f 6e 2e 22 20 46 72 6f 6d 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 stribution.".From...............
90d80 20 4d 61 74 68 57 6f 72 6c 64 2d 2d 41 20 57 6f 6c 66 72 61 6d 20 57 65 62 20 52 65 73 6f 75 72 .MathWorld--A.Wolfram.Web.Resour
90da0 63 65 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 68 74 74 70 3a 2f 2f 6d 61 74 68 77 6f ce.................http://mathwo
90dc0 72 6c 64 2e 77 6f 6c 66 72 61 6d 2e 63 6f 6d 2f 48 79 70 65 72 67 65 6f 6d 65 74 72 69 63 44 69 rld.wolfram.com/HypergeometricDi
90de0 73 74 72 69 62 75 74 69 6f 6e 2e 68 74 6d 6c 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 33 5d 20 57 stribution.html............[3].W
90e00 69 6b 69 70 65 64 69 61 2c 20 22 48 79 70 65 72 67 65 6f 6d 65 74 72 69 63 20 64 69 73 74 72 69 ikipedia,."Hypergeometric.distri
90e20 62 75 74 69 6f 6e 22 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 68 74 74 70 73 3a 2f 2f bution",................https://
90e40 65 6e 2e 77 69 6b 69 70 65 64 69 61 2e 6f 72 67 2f 77 69 6b 69 2f 48 79 70 65 72 67 65 6f 6d 65 en.wikipedia.org/wiki/Hypergeome
90e60 74 72 69 63 5f 64 69 73 74 72 69 62 75 74 69 6f 6e 0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 tric_distribution..........Examp
90e80 6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 44 72 61 les.........--------.........Dra
90ea0 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 3a w.samples.from.the.distribution:
90ec0 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 6e 67 6f 6f 64 2c 20 6e 62 61 64 2c 20 6e 73 61 6d 70 ..........>>>.ngood,.nbad,.nsamp
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90f40 72 61 6e 64 6f 6d 2e 68 79 70 65 72 67 65 6f 6d 65 74 72 69 63 28 6e 67 6f 6f 64 2c 20 6e 62 61 random.hypergeometric(ngood,.nba
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90f80 20 6d 61 74 70 6c 6f 74 6c 69 62 2e 70 79 70 6c 6f 74 20 69 6d 70 6f 72 74 20 68 69 73 74 0a 20 .matplotlib.pyplot.import.hist..
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91080 20 31 32 20 6f 72 20 6d 6f 72 65 20 6f 66 20 74 68 65 6d 20 61 72 65 20 6f 6e 65 20 63 6f 6c 6f .12.or.more.of.them.are.one.colo
910a0 72 3f 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 73 20 3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e 68 79 r?..........>>>.s.=.np.random.hy
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91100 2b 20 73 75 6d 28 73 3c 3d 33 29 2f 31 30 30 30 30 30 2e 0a 20 20 20 20 20 20 20 20 23 20 20 20 +.sum(s<=3)/100000..........#...
91120 61 6e 73 77 65 72 20 3d 20 30 2e 30 30 33 20 2e 2e 2e 20 70 72 65 74 74 79 20 75 6e 6c 69 6b 65 answer.=.0.003.....pretty.unlike
91140 6c 79 21 0a 0a 20 20 20 20 20 20 20 20 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ly!.............................
91160 0a 20 20 20 20 20 20 20 20 67 75 6d 62 65 6c 28 6c 6f 63 3d 30 2e 30 2c 20 73 63 61 6c 65 3d 31 .........gumbel(loc=0.0,.scale=1
91180 2e 30 2c 20 73 69 7a 65 3d 4e 6f 6e 65 29 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d .0,.size=None)..........Draw.sam
911a0 70 6c 65 73 20 66 72 6f 6d 20 61 20 47 75 6d 62 65 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e ples.from.a.Gumbel.distribution.
911c0 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 61 20 47 75 ..........Draw.samples.from.a.Gu
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91240 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2c 20 73 65 65 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 .distribution,.see.........Notes
91260 20 61 6e 64 20 52 65 66 65 72 65 6e 63 65 73 20 62 65 6c 6f 77 2e 0a 0a 20 20 20 20 20 20 20 20 .and.References.below...........
91280 2e 2e 20 6e 6f 74 65 3a 3a 0a 20 20 20 20 20 20 20 20 20 20 20 20 4e 65 77 20 63 6f 64 65 20 73 ...note::.............New.code.s
912a0 68 6f 75 6c 64 20 75 73 65 20 74 68 65 20 60 7e 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e hould.use.the.`~numpy.random.Gen
912c0 65 72 61 74 6f 72 2e 67 75 6d 62 65 6c 60 0a 20 20 20 20 20 20 20 20 20 20 20 20 6d 65 74 68 6f erator.gumbel`.............metho
912e0 64 20 6f 66 20 61 20 60 7e 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 60 d.of.a.`~numpy.random.Generator`
91300 20 69 6e 73 74 61 6e 63 65 20 69 6e 73 74 65 61 64 3b 0a 20 20 20 20 20 20 20 20 20 20 20 20 70 .instance.instead;.............p
91320 6c 65 61 73 65 20 73 65 65 20 74 68 65 20 3a 72 65 66 3a 60 72 61 6e 64 6f 6d 2d 71 75 69 63 6b lease.see.the.:ref:`random-quick
91340 2d 73 74 61 72 74 60 2e 0a 0a 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 -start`...........Parameters....
91360 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6c 6f 63 20 3a 20 66 6c .....----------.........loc.:.fl
91380 6f 61 74 20 6f 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 2c 20 6f 70 74 oat.or.array_like.of.floats,.opt
913a0 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 54 68 65 20 6c 6f 63 61 74 69 6f 6e 20 6f ional.............The.location.o
913c0 66 20 74 68 65 20 6d 6f 64 65 20 6f 66 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 20 f.the.mode.of.the.distribution..
913e0 44 65 66 61 75 6c 74 20 69 73 20 30 2e 0a 20 20 20 20 20 20 20 20 73 63 61 6c 65 20 3a 20 66 6c Default.is.0..........scale.:.fl
91400 6f 61 74 20 6f 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 2c 20 6f 70 74 oat.or.array_like.of.floats,.opt
91420 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 54 68 65 20 73 63 61 6c 65 20 70 61 72 61 ional.............The.scale.para
91440 6d 65 74 65 72 20 6f 66 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 20 44 65 66 61 75 meter.of.the.distribution..Defau
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91480 20 20 6e 65 67 61 74 69 76 65 2e 0a 20 20 20 20 20 20 20 20 73 69 7a 65 20 3a 20 69 6e 74 20 6f ..negative..........size.:.int.o
914a0 72 20 74 75 70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 r.tuple.of.ints,.optional.......
914c0 20 20 20 20 20 20 4f 75 74 70 75 74 20 73 68 61 70 65 2e 20 20 49 66 20 74 68 65 20 67 69 76 65 ......Output.shape...If.the.give
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91520 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 20 20 49 66 20 73 69 7a 65 20 69 73 20 60 samples.are.drawn...If.size.is.`
91540 60 4e 6f 6e 65 60 60 20 28 64 65 66 61 75 6c 74 29 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 61 `None``.(default),.............a
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915a0 61 72 73 2e 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 74 68 65 72 77 69 73 65 2c 20 60 60 6e 70 ars..............Otherwise,.``np
915c0 2e 62 72 6f 61 64 63 61 73 74 28 6c 6f 63 2c 20 73 63 61 6c 65 29 2e 73 69 7a 65 60 60 20 73 61 .broadcast(loc,.scale).size``.sa
915e0 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72 6e mples.are.drawn...........Return
91600 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6f 75 74 20 3a 20 s.........-------.........out.:.
91620 6e 64 61 72 72 61 79 20 6f 72 20 73 63 61 6c 61 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 44 72 ndarray.or.scalar.............Dr
91640 61 77 6e 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 70 61 72 61 6d 65 74 65 72 69 7a awn.samples.from.the.parameteriz
91660 65 64 20 47 75 6d 62 65 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 ed.Gumbel.distribution..........
91680 20 53 65 65 20 41 6c 73 6f 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 .See.Also.........--------......
916a0 20 20 20 73 63 69 70 79 2e 73 74 61 74 73 2e 67 75 6d 62 65 6c 5f 6c 0a 20 20 20 20 20 20 20 20 ...scipy.stats.gumbel_l.........
916c0 73 63 69 70 79 2e 73 74 61 74 73 2e 67 75 6d 62 65 6c 5f 72 0a 20 20 20 20 20 20 20 20 73 63 69 scipy.stats.gumbel_r.........sci
916e0 70 79 2e 73 74 61 74 73 2e 67 65 6e 65 78 74 72 65 6d 65 0a 20 20 20 20 20 20 20 20 77 65 69 62 py.stats.genextreme.........weib
91700 75 6c 6c 0a 20 20 20 20 20 20 20 20 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 67 75 6d ull.........random.Generator.gum
91720 62 65 6c 3a 20 77 68 69 63 68 20 73 68 6f 75 6c 64 20 62 65 20 75 73 65 64 20 66 6f 72 20 6e 65 bel:.which.should.be.used.for.ne
91740 77 20 63 6f 64 65 2e 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20 2d w.code...........Notes.........-
91760 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 54 68 65 20 47 75 6d 62 65 6c 20 28 6f 72 20 53 6d 61 6c ----.........The.Gumbel.(or.Smal
91780 6c 65 73 74 20 45 78 74 72 65 6d 65 20 56 61 6c 75 65 20 28 53 45 56 29 20 6f 72 20 74 68 65 20 lest.Extreme.Value.(SEV).or.the.
917a0 53 6d 61 6c 6c 65 73 74 20 45 78 74 72 65 6d 65 0a 20 20 20 20 20 20 20 20 56 61 6c 75 65 20 54 Smallest.Extreme.........Value.T
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917e0 63 6c 61 73 73 20 6f 66 20 47 65 6e 65 72 61 6c 69 7a 65 64 20 45 78 74 72 65 6d 65 0a 20 20 20 class.of.Generalized.Extreme....
91800 20 20 20 20 20 56 61 6c 75 65 20 28 47 45 56 29 20 64 69 73 74 72 69 62 75 74 69 6f 6e 73 20 75 .....Value.(GEV).distributions.u
91820 73 65 64 20 69 6e 20 6d 6f 64 65 6c 69 6e 67 20 65 78 74 72 65 6d 65 20 76 61 6c 75 65 20 70 72 sed.in.modeling.extreme.value.pr
91840 6f 62 6c 65 6d 73 2e 0a 20 20 20 20 20 20 20 20 54 68 65 20 47 75 6d 62 65 6c 20 69 73 20 61 20 oblems..........The.Gumbel.is.a.
91860 73 70 65 63 69 61 6c 20 63 61 73 65 20 6f 66 20 74 68 65 20 45 78 74 72 65 6d 65 20 56 61 6c 75 special.case.of.the.Extreme.Valu
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918c0 74 68 20 22 65 78 70 6f 6e 65 6e 74 69 61 6c 2d 6c 69 6b 65 22 20 74 61 69 6c 73 2e 0a 0a 20 20 th."exponential-like".tails.....
918e0 20 20 20 20 20 20 54 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 6f ......The.probability.density.fo
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92b80 2e 33 35 2c 20 73 69 7a 65 3d 31 30 30 30 30 29 0a 0a 20 20 20 20 20 20 20 20 48 6f 77 20 6d 61 .35,.size=10000)..........How.ma
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92bc0 6c 65 20 72 75 6e 3f 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 28 7a 20 3d 3d 20 31 29 2e 73 75 le.run?..........>>>.(z.==.1).su
92be0 6d 28 29 20 2f 20 31 30 30 30 30 2e 0a 20 20 20 20 20 20 20 20 30 2e 33 34 38 38 39 39 39 39 39 m()./.10000..........0.348899999
92c00 39 39 39 39 39 39 39 39 20 23 72 61 6e 64 6f 6d 0a 0a 20 20 20 20 20 20 20 20 00 00 00 00 00 00 99999999.#random................
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92c40 20 73 69 7a 65 3d 4e 6f 6e 65 29 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 .size=None)..........Draw.sample
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92d60 20 20 20 20 20 20 20 20 20 20 4e 65 77 20 63 6f 64 65 20 73 68 6f 75 6c 64 20 75 73 65 20 74 68 ..........New.code.should.use.th
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92e60 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 54 68 65 y_like.of.floats.............The
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92ea0 2e 20 4d 75 73 74 20 62 65 20 6e 6f 6e 2d 6e 65 67 61 74 69 76 65 2e 0a 20 20 20 20 20 20 20 20 ..Must.be.non-negative..........
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92ee0 6c 6f 61 74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 54 68 65 20 loats,.optional.............The.
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92f60 20 20 73 69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74 75 70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f ..size.:.int.or.tuple.of.ints,.o
92f80 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 4f 75 74 70 75 74 20 73 68 61 70 65 ptional.............Output.shape
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92fc0 60 60 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 ``(m,.n,.k)``,.then.............
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93020 0a 20 20 20 20 20 20 20 20 20 20 20 20 61 20 73 69 6e 67 6c 65 20 76 61 6c 75 65 20 69 73 20 72 .............a.single.value.is.r
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930a0 2c 20 73 63 61 6c 65 29 2e 73 69 7a 65 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 ,.scale).size``.samples.are.draw
930c0 6e 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d n...........Returns.........----
930e0 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6f 75 74 20 3a 20 6e 64 61 72 72 61 79 20 6f 72 20 73 63 61 ---.........out.:.ndarray.or.sca
93100 6c 61 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e 20 73 61 6d 70 6c 65 73 20 66 72 lar.............Drawn.samples.fr
93120 6f 6d 20 74 68 65 20 70 61 72 61 6d 65 74 65 72 69 7a 65 64 20 67 61 6d 6d 61 20 64 69 73 74 72 om.the.parameterized.gamma.distr
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93180 67 61 6d 6d 61 20 3a 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 75 6e 63 gamma.:.probability.density.func
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931e0 74 63 2e 0a 20 20 20 20 20 20 20 20 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 67 61 6d tc..........random.Generator.gam
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93220 20 63 6f 64 65 2e 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20 2d 2d .code...........Notes.........--
93240 2d 2d 2d 0a 20 20 20 20 20 20 20 20 54 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 ---.........The.probability.dens
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93340 2e 0a 0a 20 20 20 20 20 20 20 20 54 68 65 20 47 61 6d 6d 61 20 64 69 73 74 72 69 62 75 74 69 6f ...........The.Gamma.distributio
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933e0 20 20 20 20 20 20 20 20 77 61 69 74 69 6e 67 20 74 69 6d 65 73 20 62 65 74 77 65 65 6e 20 50 6f ........waiting.times.between.Po
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93420 65 76 61 6e 74 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20 evant...........References......
93440 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 31 5d 20 57 65 69 ...----------............[1].Wei
93460 73 73 74 65 69 6e 2c 20 45 72 69 63 20 57 2e 20 22 47 61 6d 6d 61 20 44 69 73 74 72 69 62 75 74 sstein,.Eric.W.."Gamma.Distribut
93480 69 6f 6e 2e 22 20 46 72 6f 6d 20 4d 61 74 68 57 6f 72 6c 64 2d 2d 41 0a 20 20 20 20 20 20 20 20 ion.".From.MathWorld--A.........
934a0 20 20 20 20 20 20 20 57 6f 6c 66 72 61 6d 20 57 65 62 20 52 65 73 6f 75 72 63 65 2e 0a 20 20 20 .......Wolfram.Web.Resource.....
934c0 20 20 20 20 20 20 20 20 20 20 20 20 68 74 74 70 3a 2f 2f 6d 61 74 68 77 6f 72 6c 64 2e 77 6f 6c ............http://mathworld.wol
934e0 66 72 61 6d 2e 63 6f 6d 2f 47 61 6d 6d 61 44 69 73 74 72 69 62 75 74 69 6f 6e 2e 68 74 6d 6c 0a fram.com/GammaDistribution.html.
93500 20 20 20 20 20 20 20 20 2e 2e 20 5b 32 5d 20 57 69 6b 69 70 65 64 69 61 2c 20 22 47 61 6d 6d 61 ...........[2].Wikipedia,."Gamma
93520 20 64 69 73 74 72 69 62 75 74 69 6f 6e 22 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 68 .distribution",................h
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935a0 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 64 69 73 74 72 69 62 75 74 69 6f 6e 3a 0a 0a samples.from.the.distribution:..
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93640 74 68 65 20 68 69 73 74 6f 67 72 61 6d 20 6f 66 20 74 68 65 20 73 61 6d 70 6c 65 73 2c 20 61 6c the.histogram.of.the.samples,.al
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936a0 69 6d 70 6f 72 74 20 6d 61 74 70 6c 6f 74 6c 69 62 2e 70 79 70 6c 6f 74 20 61 73 20 70 6c 74 0a import.matplotlib.pyplot.as.plt.
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93dc0 74 20 3a 20 6e 64 61 72 72 61 79 20 6f 72 20 73 63 61 6c 61 72 0a 20 20 20 20 20 20 20 20 20 20 t.:.ndarray.or.scalar...........
93de0 20 20 44 72 61 77 6e 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 70 61 72 61 6d 65 74 ..Drawn.samples.from.the.paramet
93e00 65 72 69 7a 65 64 20 46 69 73 68 65 72 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 erized.Fisher.distribution......
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93e40 20 20 20 20 20 20 20 73 63 69 70 79 2e 73 74 61 74 73 2e 66 20 3a 20 70 72 6f 62 61 62 69 6c 69 .......scipy.stats.f.:.probabili
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93ec0 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 66 3a 20 77 68 69 63 68 20 73 68 6f 75 6c 64 20 62 65 20 75 m.Generator.f:.which.should.be.u
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93f00 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 54 68 65 20 46 20 73 74 61 .........-----.........The.F.sta
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94000 65 6d 2e 20 20 54 68 65 20 76 61 72 69 61 62 6c 65 20 60 64 66 6e 75 6d 60 20 69 73 20 74 68 65 em...The.variable.`dfnum`.is.the
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940a0 6f 66 20 66 72 65 65 64 6f 6d 2c 20 74 68 65 20 73 75 6d 20 6f 66 20 74 68 65 20 6e 75 6d 62 65 of.freedom,.the.sum.of.the.numbe
940c0 72 20 6f 66 20 73 61 6d 70 6c 65 73 20 69 6e 20 65 61 63 68 20 67 72 6f 75 70 0a 20 20 20 20 20 r.of.samples.in.each.group......
940e0 20 20 20 6d 69 6e 75 73 20 74 68 65 20 6e 75 6d 62 65 72 20 6f 66 20 67 72 6f 75 70 73 2e 0a 0a ...minus.the.number.of.groups...
94100 20 20 20 20 20 20 20 20 52 65 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d ........References.........-----
94120 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 31 5d 20 47 6c 61 6e 74 7a 2c 20 53 74 61 -----............[1].Glantz,.Sta
94140 6e 74 6f 6e 20 41 2e 20 22 50 72 69 6d 65 72 20 6f 66 20 42 69 6f 73 74 61 74 69 73 74 69 63 73 nton.A.."Primer.of.Biostatistics
94160 2e 22 2c 20 4d 63 47 72 61 77 2d 48 69 6c 6c 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 .",.McGraw-Hill,................
94180 46 69 66 74 68 20 45 64 69 74 69 6f 6e 2c 20 32 30 30 32 2e 0a 20 20 20 20 20 20 20 20 2e 2e 20 Fifth.Edition,.2002.............
941a0 5b 32 5d 20 57 69 6b 69 70 65 64 69 61 2c 20 22 46 2d 64 69 73 74 72 69 62 75 74 69 6f 6e 22 2c [2].Wikipedia,."F-distribution",
941c0 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 68 74 74 70 73 3a 2f 2f 65 6e 2e 77 69 6b 69 70 ................https://en.wikip
941e0 65 64 69 61 2e 6f 72 67 2f 77 69 6b 69 2f 46 2d 64 69 73 74 72 69 62 75 74 69 6f 6e 0a 0a 20 20 edia.org/wiki/F-distribution....
94200 20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a ......Examples.........--------.
94220 20 20 20 20 20 20 20 20 41 6e 20 65 78 61 6d 70 6c 65 20 66 72 6f 6d 20 47 6c 61 6e 74 7a 5b 31 ........An.example.from.Glantz[1
94240 5d 2c 20 70 70 20 34 37 2d 34 30 3a 0a 0a 20 20 20 20 20 20 20 20 54 77 6f 20 67 72 6f 75 70 73 ],.pp.47-40:..........Two.groups
94260 2c 20 63 68 69 6c 64 72 65 6e 20 6f 66 20 64 69 61 62 65 74 69 63 73 20 28 32 35 20 70 65 6f 70 ,.children.of.diabetics.(25.peop
94280 6c 65 29 20 61 6e 64 20 63 68 69 6c 64 72 65 6e 20 66 72 6f 6d 20 70 65 6f 70 6c 65 0a 20 20 20 le).and.children.from.people....
942a0 20 20 20 20 20 77 69 74 68 6f 75 74 20 64 69 61 62 65 74 65 73 20 28 32 35 20 63 6f 6e 74 72 6f .....without.diabetes.(25.contro
942c0 6c 73 29 2e 20 46 61 73 74 69 6e 67 20 62 6c 6f 6f 64 20 67 6c 75 63 6f 73 65 20 77 61 73 20 6d ls)..Fasting.blood.glucose.was.m
942e0 65 61 73 75 72 65 64 2c 0a 20 20 20 20 20 20 20 20 63 61 73 65 20 67 72 6f 75 70 20 68 61 64 20 easured,.........case.group.had.
94300 61 20 6d 65 61 6e 20 76 61 6c 75 65 20 6f 66 20 38 36 2e 31 2c 20 63 6f 6e 74 72 6f 6c 73 20 68 a.mean.value.of.86.1,.controls.h
94320 61 64 20 61 20 6d 65 61 6e 20 76 61 6c 75 65 20 6f 66 0a 20 20 20 20 20 20 20 20 38 32 2e 32 2e ad.a.mean.value.of.........82.2.
94340 20 53 74 61 6e 64 61 72 64 20 64 65 76 69 61 74 69 6f 6e 73 20 77 65 72 65 20 32 2e 30 39 20 61 .Standard.deviations.were.2.09.a
94360 6e 64 20 32 2e 34 39 20 72 65 73 70 65 63 74 69 76 65 6c 79 2e 20 41 72 65 20 74 68 65 73 65 0a nd.2.49.respectively..Are.these.
94380 20 20 20 20 20 20 20 20 64 61 74 61 20 63 6f 6e 73 69 73 74 65 6e 74 20 77 69 74 68 20 74 68 65 ........data.consistent.with.the
943a0 20 6e 75 6c 6c 20 68 79 70 6f 74 68 65 73 69 73 20 74 68 61 74 20 74 68 65 20 70 61 72 65 6e 74 .null.hypothesis.that.the.parent
943c0 73 20 64 69 61 62 65 74 69 63 0a 20 20 20 20 20 20 20 20 73 74 61 74 75 73 20 64 6f 65 73 20 6e s.diabetic.........status.does.n
943e0 6f 74 20 61 66 66 65 63 74 20 74 68 65 69 72 20 63 68 69 6c 64 72 65 6e 27 73 20 62 6c 6f 6f 64 ot.affect.their.children's.blood
94400 20 67 6c 75 63 6f 73 65 20 6c 65 76 65 6c 73 3f 0a 20 20 20 20 20 20 20 20 43 61 6c 63 75 6c 61 .glucose.levels?.........Calcula
94420 74 69 6e 67 20 74 68 65 20 46 20 73 74 61 74 69 73 74 69 63 20 66 72 6f 6d 20 74 68 65 20 64 61 ting.the.F.statistic.from.the.da
94440 74 61 20 67 69 76 65 73 20 61 20 76 61 6c 75 65 20 6f 66 20 33 36 2e 30 31 2e 0a 0a 20 20 20 20 ta.gives.a.value.of.36.01.......
94460 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 64 69 73 74 72 69 ....Draw.samples.from.the.distri
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944a0 23 20 62 65 74 77 65 65 6e 20 67 72 6f 75 70 20 64 65 67 72 65 65 73 20 6f 66 20 66 72 65 65 64 #.between.group.degrees.of.freed
944c0 6f 6d 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 64 66 64 65 6e 20 3d 20 34 38 2e 20 23 20 77 69 74 om.........>>>.dfden.=.48..#.wit
944e0 68 69 6e 20 67 72 6f 75 70 73 20 64 65 67 72 65 65 73 20 6f 66 20 66 72 65 65 64 6f 6d 0a 20 20 hin.groups.degrees.of.freedom...
94500 20 20 20 20 20 20 3e 3e 3e 20 73 20 3d 20 6e 70 2e 72 61 6e 64 6f 6d 2e 66 28 64 66 6e 75 6d 2c ......>>>.s.=.np.random.f(dfnum,
94520 20 64 66 64 65 6e 2c 20 31 30 30 30 29 0a 0a 20 20 20 20 20 20 20 20 54 68 65 20 6c 6f 77 65 72 .dfden,.1000)..........The.lower
94540 20 62 6f 75 6e 64 20 66 6f 72 20 74 68 65 20 74 6f 70 20 31 25 20 6f 66 20 74 68 65 20 73 61 6d .bound.for.the.top.1%.of.the.sam
94560 70 6c 65 73 20 69 73 20 3a 0a 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 6e 70 2e 73 6f 72 74 28 73 ples.is.:..........>>>.np.sort(s
94580 29 5b 2d 31 30 5d 0a 20 20 20 20 20 20 20 20 37 2e 36 31 39 38 38 31 32 30 39 38 35 20 23 20 72 )[-10].........7.61988120985.#.r
945a0 61 6e 64 6f 6d 0a 0a 20 20 20 20 20 20 20 20 53 6f 20 74 68 65 72 65 20 69 73 20 61 62 6f 75 74 andom..........So.there.is.about
945c0 20 61 20 31 25 20 63 68 61 6e 63 65 20 74 68 61 74 20 74 68 65 20 46 20 73 74 61 74 69 73 74 69 .a.1%.chance.that.the.F.statisti
945e0 63 20 77 69 6c 6c 20 65 78 63 65 65 64 20 37 2e 36 32 2c 0a 20 20 20 20 20 20 20 20 74 68 65 20 c.will.exceed.7.62,.........the.
94600 6d 65 61 73 75 72 65 64 20 76 61 6c 75 65 20 69 73 20 33 36 2c 20 73 6f 20 74 68 65 20 6e 75 6c measured.value.is.36,.so.the.nul
94620 6c 20 68 79 70 6f 74 68 65 73 69 73 20 69 73 20 72 65 6a 65 63 74 65 64 20 61 74 20 74 68 65 20 l.hypothesis.is.rejected.at.the.
94640 31 25 0a 20 20 20 20 20 20 20 20 6c 65 76 65 6c 2e 0a 0a 20 20 20 20 20 20 20 20 00 00 00 00 00 1%.........level................
94660 0a 20 20 20 20 20 20 20 20 65 78 70 6f 6e 65 6e 74 69 61 6c 28 73 63 61 6c 65 3d 31 2e 30 2c 20 .........exponential(scale=1.0,.
94680 73 69 7a 65 3d 4e 6f 6e 65 29 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 size=None)..........Draw.samples
946a0 20 66 72 6f 6d 20 61 6e 20 65 78 70 6f 6e 65 6e 74 69 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f .from.an.exponential.distributio
946c0 6e 2e 0a 0a 20 20 20 20 20 20 20 20 49 74 73 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 n...........Its.probability.dens
946e0 69 74 79 20 66 75 6e 63 74 69 6f 6e 20 69 73 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6d 61 74 68 ity.function.is.............math
94700 3a 3a 20 66 28 78 3b 20 5c 66 72 61 63 7b 31 7d 7b 5c 62 65 74 61 7d 29 20 3d 20 5c 66 72 61 63 ::.f(x;.\frac{1}{\beta}).=.\frac
94720 7b 31 7d 7b 5c 62 65 74 61 7d 20 5c 65 78 70 28 2d 5c 66 72 61 63 7b 78 7d 7b 5c 62 65 74 61 7d {1}{\beta}.\exp(-\frac{x}{\beta}
94740 29 2c 0a 0a 20 20 20 20 20 20 20 20 66 6f 72 20 60 60 78 20 3e 20 30 60 60 20 61 6e 64 20 30 20 ),..........for.``x.>.0``.and.0.
94760 65 6c 73 65 77 68 65 72 65 2e 20 3a 6d 61 74 68 3a 60 5c 62 65 74 61 60 20 69 73 20 74 68 65 20 elsewhere..:math:`\beta`.is.the.
94780 73 63 61 6c 65 20 70 61 72 61 6d 65 74 65 72 2c 0a 20 20 20 20 20 20 20 20 77 68 69 63 68 20 69 scale.parameter,.........which.i
947a0 73 20 74 68 65 20 69 6e 76 65 72 73 65 20 6f 66 20 74 68 65 20 72 61 74 65 20 70 61 72 61 6d 65 s.the.inverse.of.the.rate.parame
947c0 74 65 72 20 3a 6d 61 74 68 3a 60 5c 6c 61 6d 62 64 61 20 3d 20 31 2f 5c 62 65 74 61 60 2e 0a 20 ter.:math:`\lambda.=.1/\beta`...
947e0 20 20 20 20 20 20 20 54 68 65 20 72 61 74 65 20 70 61 72 61 6d 65 74 65 72 20 69 73 20 61 6e 20 .......The.rate.parameter.is.an.
94800 61 6c 74 65 72 6e 61 74 69 76 65 2c 20 77 69 64 65 6c 79 20 75 73 65 64 20 70 61 72 61 6d 65 74 alternative,.widely.used.paramet
94820 65 72 69 7a 61 74 69 6f 6e 0a 20 20 20 20 20 20 20 20 6f 66 20 74 68 65 20 65 78 70 6f 6e 65 6e erization.........of.the.exponen
94840 74 69 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 5b 33 5d 5f 2e 0a 0a 20 20 20 20 20 20 20 tial.distribution.[3]_..........
94860 20 54 68 65 20 65 78 70 6f 6e 65 6e 74 69 61 6c 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 73 .The.exponential.distribution.is
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948a0 20 20 20 20 20 20 67 65 6f 6d 65 74 72 69 63 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 20 20 49 ......geometric.distribution...I
948c0 74 20 64 65 73 63 72 69 62 65 73 20 6d 61 6e 79 20 63 6f 6d 6d 6f 6e 20 73 69 74 75 61 74 69 6f t.describes.many.common.situatio
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94900 72 61 69 6e 64 72 6f 70 73 20 6d 65 61 73 75 72 65 64 20 6f 76 65 72 20 6d 61 6e 79 20 72 61 69 raindrops.measured.over.many.rai
94920 6e 73 74 6f 72 6d 73 20 5b 31 5d 5f 2c 20 6f 72 20 74 68 65 20 74 69 6d 65 0a 20 20 20 20 20 20 nstorms.[1]_,.or.the.time.......
94940 20 20 62 65 74 77 65 65 6e 20 70 61 67 65 20 72 65 71 75 65 73 74 73 20 74 6f 20 57 69 6b 69 70 ..between.page.requests.to.Wikip
94960 65 64 69 61 20 5b 32 5d 5f 2e 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6e 6f 74 65 3a 3a 0a 20 20 edia.[2]_..............note::...
94980 20 20 20 20 20 20 20 20 20 20 4e 65 77 20 63 6f 64 65 20 73 68 6f 75 6c 64 20 75 73 65 20 74 68 ..........New.code.should.use.th
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949e0 60 7e 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 60 20 69 6e 73 74 61 6e `~numpy.random.Generator`.instan
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94a20 65 65 20 74 68 65 20 3a 72 65 66 3a 60 72 61 6e 64 6f 6d 2d 71 75 69 63 6b 2d 73 74 61 72 74 60 ee.the.:ref:`random-quick-start`
94a40 2e 0a 0a 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 20 20 20 20 20 2d 2d ...........Parameters.........--
94a60 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 73 63 61 6c 65 20 3a 20 66 6c 6f 61 74 20 6f --------.........scale.:.float.o
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94aa0 20 20 20 54 68 65 20 73 63 61 6c 65 20 70 61 72 61 6d 65 74 65 72 2c 20 3a 6d 61 74 68 3a 60 5c ...The.scale.parameter,.:math:`\
94ac0 62 65 74 61 20 3d 20 31 2f 5c 6c 61 6d 62 64 61 60 2e 20 4d 75 73 74 20 62 65 0a 20 20 20 20 20 beta.=.1/\lambda`..Must.be......
94ae0 20 20 20 20 20 20 20 6e 6f 6e 2d 6e 65 67 61 74 69 76 65 2e 0a 20 20 20 20 20 20 20 20 73 69 7a .......non-negative..........siz
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94b60 20 6e 2c 20 6b 29 60 60 2c 20 74 68 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6d 20 2a .n,.k)``,.then.............``m.*
94b80 20 6e 20 2a 20 6b 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 20 20 49 66 20 .n.*.k``.samples.are.drawn...If.
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94bc0 20 20 20 20 20 20 20 20 61 20 73 69 6e 67 6c 65 20 76 61 6c 75 65 20 69 73 20 72 65 74 75 72 6e ........a.single.value.is.return
94be0 65 64 20 69 66 20 60 60 73 63 61 6c 65 60 60 20 69 73 20 61 20 73 63 61 6c 61 72 2e 20 20 4f 74 ed.if.``scale``.is.a.scalar...Ot
94c00 68 65 72 77 69 73 65 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6e 70 2e 61 72 72 61 79 28 herwise,.............``np.array(
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94c40 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d ..........Returns.........------
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94c80 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d r.............Drawn.samples.from
94ca0 20 74 68 65 20 70 61 72 61 6d 65 74 65 72 69 7a 65 64 20 65 78 70 6f 6e 65 6e 74 69 61 6c 20 64 .the.parameterized.exponential.d
94cc0 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 istribution...........Examples..
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94de0 73 63 61 6c 65 3d 34 2c 20 73 69 7a 65 3d 6e 29 0a 0a 20 20 20 20 20 20 20 20 57 68 61 74 20 69 scale=4,.size=n)..........What.i
94e00 73 20 74 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 74 68 61 74 20 61 20 63 75 73 74 6f 6d 65 s.the.probability.that.a.custome
94e20 72 20 77 69 6c 6c 20 63 61 6c 6c 20 69 6e 20 74 68 65 20 6e 65 78 74 20 0a 20 20 20 20 20 20 20 r.will.call.in.the.next.........
94e40 20 34 20 74 6f 20 35 20 6d 69 6e 75 74 65 73 3f 20 0a 20 20 20 20 20 20 20 20 0a 20 20 20 20 20 .4.to.5.minutes?................
94e60 20 20 20 3e 3e 3e 20 78 20 3d 20 28 28 74 69 6d 65 5f 62 65 74 77 65 65 6e 5f 63 61 6c 6c 73 20 ...>>>.x.=.((time_between_calls.
94e80 3c 20 35 29 2e 73 75 6d 28 29 29 2f 6e 20 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 79 20 3d 20 28 <.5).sum())/n..........>>>.y.=.(
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94ee0 20 6d 61 79 20 76 61 72 79 0a 0a 20 20 20 20 20 20 20 20 53 65 65 20 41 6c 73 6f 0a 20 20 20 20 .may.vary..........See.Also.....
94f00 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 72 61 6e 64 6f 6d 2e 47 65 6e 65 ....--------.........random.Gene
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96480 74 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 54 68 65 20 76 61 tes.........-----.........The.va
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96640 20 2d 20 31 7d 20 65 5e 7b 2d 78 2f 32 7d 2c 0a 0a 20 20 20 20 20 20 20 20 77 68 65 72 65 20 3a .-.1}.e^{-x/2},..........where.:
96660 6d 61 74 68 3a 60 5c 47 61 6d 6d 61 60 20 69 73 20 74 68 65 20 67 61 6d 6d 61 20 66 75 6e 63 74 math:`\Gamma`.is.the.gamma.funct
96680 69 6f 6e 2c 0a 0a 20 20 20 20 20 20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20 5c 47 61 6d 6d 61 28 78 ion,.............math::.\Gamma(x
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966c0 5e 7b 2d 74 7d 20 64 74 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 66 65 72 65 6e 63 65 73 0a 20 20 ^{-t}.dt...........References...
966e0 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 31 5d 20 ......----------............[1].
96700 4e 49 53 54 20 22 45 6e 67 69 6e 65 65 72 69 6e 67 20 53 74 61 74 69 73 74 69 63 73 20 48 61 6e NIST."Engineering.Statistics.Han
96720 64 62 6f 6f 6b 22 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 68 74 74 70 73 3a 2f 2f 77 77 dbook"................https://ww
96740 77 2e 69 74 6c 2e 6e 69 73 74 2e 67 6f 76 2f 64 69 76 38 39 38 2f 68 61 6e 64 62 6f 6f 6b 2f 65 w.itl.nist.gov/div898/handbook/e
96760 64 61 2f 73 65 63 74 69 6f 6e 33 2f 65 64 61 33 36 36 36 2e 68 74 6d 0a 0a 20 20 20 20 20 20 20 da/section3/eda3666.htm.........
96780 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 .Examples.........--------......
967a0 20 20 20 3e 3e 3e 20 6e 70 2e 72 61 6e 64 6f 6d 2e 63 68 69 73 71 75 61 72 65 28 32 2c 34 29 0a ...>>>.np.random.chisquare(2,4).
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96800 32 5d 29 20 23 20 72 61 6e 64 6f 6d 0a 20 20 20 20 20 20 20 20 00 00 00 00 00 00 00 00 00 00 00 2]).#.random....................
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96860 20 6e 6f 74 65 3a 3a 0a 20 20 20 20 20 20 20 20 20 20 20 20 4e 65 77 20 63 6f 64 65 20 73 68 6f .note::.............New.code.sho
96880 75 6c 64 20 75 73 65 20 74 68 65 20 60 7e 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 uld.use.the.`~numpy.random.Gener
968a0 61 74 6f 72 2e 62 79 74 65 73 60 0a 20 20 20 20 20 20 20 20 20 20 20 20 6d 65 74 68 6f 64 20 6f ator.bytes`.............method.o
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969e0 2e 0a 0a 20 20 20 20 20 20 20 20 53 65 65 20 41 6c 73 6f 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d ...........See.Also.........----
96a00 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 62 79 ----.........random.Generator.by
96a20 74 65 73 3a 20 77 68 69 63 68 20 73 68 6f 75 6c 64 20 62 65 20 75 73 65 64 20 66 6f 72 20 6e 65 tes:.which.should.be.used.for.ne
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96c80 20 20 20 20 20 20 20 20 20 20 20 20 6d 65 74 68 6f 64 20 6f 66 20 61 20 60 7e 6e 75 6d 70 79 2e ............method.of.a.`~numpy.
96ca0 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 60 20 69 6e 73 74 61 6e 63 65 20 69 6e 73 74 65 random.Generator`.instance.inste
96cc0 61 64 3b 0a 20 20 20 20 20 20 20 20 20 20 20 20 70 6c 65 61 73 65 20 73 65 65 20 74 68 65 20 3a ad;.............please.see.the.:
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96d40 66 20 69 6e 74 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 20 6f 66 20 f.ints.............Parameter.of.
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96d80 72 65 20 61 6c 73 6f 20 61 63 63 65 70 74 65 64 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 62 75 re.also.accepted,.............bu
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96dc0 67 65 72 73 2e 0a 20 20 20 20 20 20 20 20 70 20 3a 20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61 79 gers..........p.:.float.or.array
96de0 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 50 61 72 61 _like.of.floats.............Para
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96e20 61 6e 64 20 3c 3d 31 2e 0a 20 20 20 20 20 20 20 20 73 69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74 and.<=1..........size.:.int.or.t
96e40 75 70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 uple.of.ints,.optional..........
96e60 20 20 20 4f 75 74 70 75 74 20 73 68 61 70 65 2e 20 20 49 66 20 74 68 65 20 67 69 76 65 6e 20 73 ...Output.shape...If.the.given.s
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96ea0 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d en.............``m.*.n.*.k``.sam
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96f20 61 6e 64 20 60 60 70 60 60 20 61 72 65 20 62 6f 74 68 20 73 63 61 6c 61 72 73 2e 0a 20 20 20 20 and.``p``.are.both.scalars......
96f40 20 20 20 20 20 20 20 20 4f 74 68 65 72 77 69 73 65 2c 20 60 60 6e 70 2e 62 72 6f 61 64 63 61 73 ........Otherwise,.``np.broadcas
96f60 74 28 6e 2c 20 70 29 2e 73 69 7a 65 60 60 20 73 61 6d 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e t(n,.p).size``.samples.are.drawn
96f80 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d ...........Returns.........-----
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96fc0 61 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 44 72 61 77 6e 20 73 61 6d 70 6c 65 73 20 66 72 6f ar.............Drawn.samples.fro
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97020 68 20 73 61 6d 70 6c 65 20 69 73 20 65 71 75 61 6c 20 74 6f 20 74 68 65 20 6e 75 6d 62 65 72 20 h.sample.is.equal.to.the.number.
97040 6f 66 20 73 75 63 63 65 73 73 65 73 20 6f 76 65 72 20 74 68 65 20 6e 20 74 72 69 61 6c 73 2e 0a of.successes.over.the.n.trials..
97060 0a 20 20 20 20 20 20 20 20 53 65 65 20 41 6c 73 6f 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d .........See.Also.........------
97080 2d 2d 0a 20 20 20 20 20 20 20 20 73 63 69 70 79 2e 73 74 61 74 73 2e 62 69 6e 6f 6d 20 3a 20 70 --.........scipy.stats.binom.:.p
970a0 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e 2c 20 64 69 73 robability.density.function,.dis
970c0 74 72 69 62 75 74 69 6f 6e 20 6f 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 63 75 6d 75 6c 61 74 tribution.or.............cumulat
970e0 69 76 65 20 64 65 6e 73 69 74 79 20 66 75 6e 63 74 69 6f 6e 2c 20 65 74 63 2e 0a 20 20 20 20 20 ive.density.function,.etc.......
97100 20 20 20 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 62 69 6e 6f 6d 69 61 6c 3a 20 77 68 ...random.Generator.binomial:.wh
97120 69 63 68 20 73 68 6f 75 6c 64 20 62 65 20 75 73 65 64 20 66 6f 72 20 6e 65 77 20 63 6f 64 65 2e ich.should.be.used.for.new.code.
97140 0a 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 ..........Notes.........-----...
97160 20 20 20 20 20 20 54 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 64 65 6e 73 69 74 79 20 66 6f ......The.probability.density.fo
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971a0 20 20 20 20 20 20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20 50 28 4e 29 20 3d 20 5c 62 69 6e 6f 6d 7b ...........math::.P(N).=.\binom{
971c0 6e 7d 7b 4e 7d 70 5e 4e 28 31 2d 70 29 5e 7b 6e 2d 4e 7d 2c 0a 0a 20 20 20 20 20 20 20 20 77 68 n}{N}p^N(1-p)^{n-N},..........wh
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97260 2e 0a 0a 20 20 20 20 20 20 20 20 57 68 65 6e 20 65 73 74 69 6d 61 74 69 6e 67 20 74 68 65 20 73 ...........When.estimating.the.s
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97300 20 20 20 20 20 20 70 72 6f 64 75 63 74 20 70 2a 6e 20 3c 3d 35 2c 20 77 68 65 72 65 20 70 20 3d ......product.p*n.<=5,.where.p.=
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98500 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20 20 20 20 2d 2d ...........References.........--
98520 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 31 5d 20 42 72 69 67 68 74 6f 6e --------............[1].Brighton
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9c180 20 20 20 20 20 20 20 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
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9c320 20 20 20 20 20 43 72 65 61 74 65 20 61 6e 20 61 72 72 61 79 20 6f 66 20 74 68 65 20 67 69 76 65 .....Create.an.array.of.the.give
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9c360 20 20 20 20 20 72 61 6e 64 6f 6d 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 61 20 75 6e 69 66 6f .....random.samples.from.a.unifo
9c380 72 6d 20 64 69 73 74 72 69 62 75 74 69 6f 6e 0a 20 20 20 20 20 20 20 20 6f 76 65 72 20 60 60 5b rm.distribution.........over.``[
9c3a0 30 2c 20 31 29 60 60 2e 0a 0a 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a 20 20 20 0,.1)``...........Parameters....
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9c400 20 20 20 20 54 68 65 20 64 69 6d 65 6e 73 69 6f 6e 73 20 6f 66 20 74 68 65 20 72 65 74 75 72 6e ....The.dimensions.of.the.return
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9c440 20 20 20 20 20 20 20 20 20 20 20 20 49 66 20 6e 6f 20 61 72 67 75 6d 65 6e 74 20 69 73 20 67 69 ............If.no.argument.is.gi
9c460 76 65 6e 20 61 20 73 69 6e 67 6c 65 20 50 79 74 68 6f 6e 20 66 6c 6f 61 74 20 69 73 20 72 65 74 ven.a.single.Python.float.is.ret
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9c4c0 68 61 70 65 20 60 60 28 64 30 2c 20 64 31 2c 20 2e 2e 2e 2c 20 64 6e 29 60 60 0a 20 20 20 20 20 hape.``(d0,.d1,....,.dn)``......
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9c520 20 72 61 6e 64 6f 6d 0a 0a 20 20 20 20 20 20 20 20 45 78 61 6d 70 6c 65 73 0a 20 20 20 20 20 20 .random..........Examples.......
9c540 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 3e 3e 3e 20 6e 70 2e 72 61 6e 64 6f 6d ..--------.........>>>.np.random
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9c580 30 32 32 34 37 31 2c 20 20 30 2e 39 36 33 36 30 36 31 38 5d 2c 20 20 23 72 61 6e 64 6f 6d 0a 20 022471,..0.96360618],..#random..
9c5a0 20 20 20 20 20 20 20 20 20 20 20 20 20 20 5b 20 30 2e 33 37 36 30 31 30 33 32 2c 20 20 30 2e 32 ..............[.0.37601032,..0.2
9c5c0 35 35 32 38 34 31 31 5d 2c 20 20 23 72 61 6e 64 6f 6d 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 5528411],..#random..............
9c5e0 20 20 5b 20 30 2e 34 39 33 31 33 30 34 39 2c 20 20 30 2e 39 34 39 30 39 38 37 38 5d 5d 29 20 23 ..[.0.49313049,..0.94909878]]).#
9c600 72 61 6e 64 6f 6d 0a 0a 20 20 20 20 20 20 20 20 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 random..........................
9c620 0a 20 20 20 20 20 20 20 20 70 6f 69 73 73 6f 6e 28 6c 61 6d 3d 31 2e 30 2c 20 73 69 7a 65 3d 4e .........poisson(lam=1.0,.size=N
9c640 6f 6e 65 29 0a 0a 20 20 20 20 20 20 20 20 44 72 61 77 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 one)..........Draw.samples.from.
9c660 61 20 50 6f 69 73 73 6f 6e 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 a.Poisson.distribution..........
9c680 20 54 68 65 20 50 6f 69 73 73 6f 6e 20 64 69 73 74 72 69 62 75 74 69 6f 6e 20 69 73 20 74 68 65 .The.Poisson.distribution.is.the
9c6a0 20 6c 69 6d 69 74 20 6f 66 20 74 68 65 20 62 69 6e 6f 6d 69 61 6c 20 64 69 73 74 72 69 62 75 74 .limit.of.the.binomial.distribut
9c6c0 69 6f 6e 0a 20 20 20 20 20 20 20 20 66 6f 72 20 6c 61 72 67 65 20 4e 2e 0a 0a 20 20 20 20 20 20 ion.........for.large.N.........
9c6e0 20 20 2e 2e 20 6e 6f 74 65 3a 3a 0a 20 20 20 20 20 20 20 20 20 20 20 20 4e 65 77 20 63 6f 64 65 .....note::.............New.code
9c700 20 73 68 6f 75 6c 64 20 75 73 65 20 74 68 65 20 60 7e 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 .should.use.the.`~numpy.random.G
9c720 65 6e 65 72 61 74 6f 72 2e 70 6f 69 73 73 6f 6e 60 0a 20 20 20 20 20 20 20 20 20 20 20 20 6d 65 enerator.poisson`.............me
9c740 74 68 6f 64 20 6f 66 20 61 20 60 7e 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 thod.of.a.`~numpy.random.Generat
9c760 6f 72 60 20 69 6e 73 74 61 6e 63 65 20 69 6e 73 74 65 61 64 3b 0a 20 20 20 20 20 20 20 20 20 20 or`.instance.instead;...........
9c780 20 20 70 6c 65 61 73 65 20 73 65 65 20 74 68 65 20 3a 72 65 66 3a 60 72 61 6e 64 6f 6d 2d 71 75 ..please.see.the.:ref:`random-qu
9c7a0 69 63 6b 2d 73 74 61 72 74 60 2e 0a 0a 20 20 20 20 20 20 20 20 50 61 72 61 6d 65 74 65 72 73 0a ick-start`...........Parameters.
9c7c0 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6c 61 6d 20 3a ........----------.........lam.:
9c7e0 20 66 6c 6f 61 74 20 6f 72 20 61 72 72 61 79 5f 6c 69 6b 65 20 6f 66 20 66 6c 6f 61 74 73 0a 20 .float.or.array_like.of.floats..
9c800 20 20 20 20 20 20 20 20 20 20 20 45 78 70 65 63 74 65 64 20 6e 75 6d 62 65 72 20 6f 66 20 65 76 ...........Expected.number.of.ev
9c820 65 6e 74 73 20 6f 63 63 75 72 72 69 6e 67 20 69 6e 20 61 20 66 69 78 65 64 2d 74 69 6d 65 20 69 ents.occurring.in.a.fixed-time.i
9c840 6e 74 65 72 76 61 6c 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 6d 75 73 74 20 62 65 20 3e 3d 20 nterval,.............must.be.>=.
9c860 30 2e 20 41 20 73 65 71 75 65 6e 63 65 20 6d 75 73 74 20 62 65 20 62 72 6f 61 64 63 61 73 74 61 0..A.sequence.must.be.broadcasta
9c880 62 6c 65 20 6f 76 65 72 20 74 68 65 20 72 65 71 75 65 73 74 65 64 0a 20 20 20 20 20 20 20 20 20 ble.over.the.requested..........
9c8a0 20 20 20 73 69 7a 65 2e 0a 20 20 20 20 20 20 20 20 73 69 7a 65 20 3a 20 69 6e 74 20 6f 72 20 74 ...size..........size.:.int.or.t
9c8c0 75 70 6c 65 20 6f 66 20 69 6e 74 73 2c 20 6f 70 74 69 6f 6e 61 6c 0a 20 20 20 20 20 20 20 20 20 uple.of.ints,.optional..........
9c8e0 20 20 20 4f 75 74 70 75 74 20 73 68 61 70 65 2e 20 20 49 66 20 74 68 65 20 67 69 76 65 6e 20 73 ...Output.shape...If.the.given.s
9c900 68 61 70 65 20 69 73 2c 20 65 2e 67 2e 2c 20 60 60 28 6d 2c 20 6e 2c 20 6b 29 60 60 2c 20 74 68 hape.is,.e.g.,.``(m,.n,.k)``,.th
9c920 65 6e 0a 20 20 20 20 20 20 20 20 20 20 20 20 60 60 6d 20 2a 20 6e 20 2a 20 6b 60 60 20 73 61 6d en.............``m.*.n.*.k``.sam
9c940 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 20 20 49 66 20 73 69 7a 65 20 69 73 20 60 60 4e 6f ples.are.drawn...If.size.is.``No
9c960 6e 65 60 60 20 28 64 65 66 61 75 6c 74 29 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 61 20 73 69 ne``.(default),.............a.si
9c980 6e 67 6c 65 20 76 61 6c 75 65 20 69 73 20 72 65 74 75 72 6e 65 64 20 69 66 20 60 60 6c 61 6d 60 ngle.value.is.returned.if.``lam`
9c9a0 60 20 69 73 20 61 20 73 63 61 6c 61 72 2e 20 4f 74 68 65 72 77 69 73 65 2c 0a 20 20 20 20 20 20 `.is.a.scalar..Otherwise,.......
9c9c0 20 20 20 20 20 20 60 60 6e 70 2e 61 72 72 61 79 28 6c 61 6d 29 2e 73 69 7a 65 60 60 20 73 61 6d ......``np.array(lam).size``.sam
9c9e0 70 6c 65 73 20 61 72 65 20 64 72 61 77 6e 2e 0a 0a 20 20 20 20 20 20 20 20 52 65 74 75 72 6e 73 ples.are.drawn...........Returns
9ca00 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 6f 75 74 20 3a 20 6e .........-------.........out.:.n
9ca20 64 61 72 72 61 79 20 6f 72 20 73 63 61 6c 61 72 0a 20 20 20 20 20 20 20 20 20 20 20 20 44 72 61 darray.or.scalar.............Dra
9ca40 77 6e 20 73 61 6d 70 6c 65 73 20 66 72 6f 6d 20 74 68 65 20 70 61 72 61 6d 65 74 65 72 69 7a 65 wn.samples.from.the.parameterize
9ca60 64 20 50 6f 69 73 73 6f 6e 20 64 69 73 74 72 69 62 75 74 69 6f 6e 2e 0a 0a 20 20 20 20 20 20 20 d.Poisson.distribution..........
9ca80 20 53 65 65 20 41 6c 73 6f 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 .See.Also.........--------......
9caa0 20 20 20 72 61 6e 64 6f 6d 2e 47 65 6e 65 72 61 74 6f 72 2e 70 6f 69 73 73 6f 6e 3a 20 77 68 69 ...random.Generator.poisson:.whi
9cac0 63 68 20 73 68 6f 75 6c 64 20 62 65 20 75 73 65 64 20 66 6f 72 20 6e 65 77 20 63 6f 64 65 2e 0a ch.should.be.used.for.new.code..
9cae0 0a 20 20 20 20 20 20 20 20 4e 6f 74 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d 2d 0a 20 20 20 .........Notes.........-----....
9cb00 20 20 20 20 20 54 68 65 20 50 6f 69 73 73 6f 6e 20 64 69 73 74 72 69 62 75 74 69 6f 6e 0a 0a 20 .....The.Poisson.distribution...
9cb20 20 20 20 20 20 20 20 2e 2e 20 6d 61 74 68 3a 3a 20 66 28 6b 3b 20 5c 6c 61 6d 62 64 61 29 3d 5c ..........math::.f(k;.\lambda)=\
9cb40 66 72 61 63 7b 5c 6c 61 6d 62 64 61 5e 6b 20 65 5e 7b 2d 5c 6c 61 6d 62 64 61 7d 7d 7b 6b 21 7d frac{\lambda^k.e^{-\lambda}}{k!}
9cb60 0a 0a 20 20 20 20 20 20 20 20 46 6f 72 20 65 76 65 6e 74 73 20 77 69 74 68 20 61 6e 20 65 78 70 ..........For.events.with.an.exp
9cb80 65 63 74 65 64 20 73 65 70 61 72 61 74 69 6f 6e 20 3a 6d 61 74 68 3a 60 5c 6c 61 6d 62 64 61 60 ected.separation.:math:`\lambda`
9cba0 20 74 68 65 20 50 6f 69 73 73 6f 6e 0a 20 20 20 20 20 20 20 20 64 69 73 74 72 69 62 75 74 69 6f .the.Poisson.........distributio
9cbc0 6e 20 3a 6d 61 74 68 3a 60 66 28 6b 3b 20 5c 6c 61 6d 62 64 61 29 60 20 64 65 73 63 72 69 62 65 n.:math:`f(k;.\lambda)`.describe
9cbe0 73 20 74 68 65 20 70 72 6f 62 61 62 69 6c 69 74 79 20 6f 66 0a 20 20 20 20 20 20 20 20 3a 6d 61 s.the.probability.of.........:ma
9cc00 74 68 3a 60 6b 60 20 65 76 65 6e 74 73 20 6f 63 63 75 72 72 69 6e 67 20 77 69 74 68 69 6e 20 74 th:`k`.events.occurring.within.t
9cc20 68 65 20 6f 62 73 65 72 76 65 64 0a 20 20 20 20 20 20 20 20 69 6e 74 65 72 76 61 6c 20 3a 6d 61 he.observed.........interval.:ma
9cc40 74 68 3a 60 5c 6c 61 6d 62 64 61 60 2e 0a 0a 20 20 20 20 20 20 20 20 42 65 63 61 75 73 65 20 74 th:`\lambda`...........Because.t
9cc60 68 65 20 6f 75 74 70 75 74 20 69 73 20 6c 69 6d 69 74 65 64 20 74 6f 20 74 68 65 20 72 61 6e 67 he.output.is.limited.to.the.rang
9cc80 65 20 6f 66 20 74 68 65 20 43 20 69 6e 74 36 34 20 74 79 70 65 2c 20 61 0a 20 20 20 20 20 20 20 e.of.the.C.int64.type,.a........
9cca0 20 56 61 6c 75 65 45 72 72 6f 72 20 69 73 20 72 61 69 73 65 64 20 77 68 65 6e 20 60 6c 61 6d 60 .ValueError.is.raised.when.`lam`
9ccc0 20 69 73 20 77 69 74 68 69 6e 20 31 30 20 73 69 67 6d 61 20 6f 66 20 74 68 65 20 6d 61 78 69 6d .is.within.10.sigma.of.the.maxim
9cce0 75 6d 0a 20 20 20 20 20 20 20 20 72 65 70 72 65 73 65 6e 74 61 62 6c 65 20 76 61 6c 75 65 2e 0a um.........representable.value..
9cd00 0a 20 20 20 20 20 20 20 20 52 65 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20 20 20 20 2d 2d 2d 2d .........References.........----
9cd20 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 31 5d 20 57 65 69 73 73 74 65 69 6e 2c ------............[1].Weisstein,
9cd40 20 45 72 69 63 20 57 2e 20 22 50 6f 69 73 73 6f 6e 20 44 69 73 74 72 69 62 75 74 69 6f 6e 2e 22 .Eric.W.."Poisson.Distribution."
9cd60 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 46 72 6f 6d 20 4d 61 74 68 57 6f 72 6c 64 2d 2d ................From.MathWorld--
9cd80 41 20 57 6f 6c 66 72 61 6d 20 57 65 62 20 52 65 73 6f 75 72 63 65 2e 0a 20 20 20 20 20 20 20 20 A.Wolfram.Web.Resource..........
9cda0 20 20 20 20 20 20 20 68 74 74 70 3a 2f 2f 6d 61 74 68 77 6f 72 6c 64 2e 77 6f 6c 66 72 61 6d 2e .......http://mathworld.wolfram.
9cdc0 63 6f 6d 2f 50 6f 69 73 73 6f 6e 44 69 73 74 72 69 62 75 74 69 6f 6e 2e 68 74 6d 6c 0a 20 20 20 com/PoissonDistribution.html....
9cde0 20 20 20 20 20 2e 2e 20 5b 32 5d 20 57 69 6b 69 70 65 64 69 61 2c 20 22 50 6f 69 73 73 6f 6e 20 ........[2].Wikipedia,."Poisson.
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9e3c0 6f 74 28 78 2c 67 29 0a 0a 20 20 20 20 20 20 20 20 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ot(x,g).........................
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9ec40 65 64 0a 0a 20 20 20 20 20 20 20 20 52 65 66 65 72 65 6e 63 65 73 0a 20 20 20 20 20 20 20 20 2d ed..........References.........-
9ec60 2d 2d 2d 2d 2d 2d 2d 2d 2d 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 31 5d 20 44 61 76 69 64 20 4d ---------............[1].David.M
9ec80 63 4b 61 79 2c 20 22 49 6e 66 6f 72 6d 61 74 69 6f 6e 20 54 68 65 6f 72 79 2c 20 49 6e 66 65 72 cKay,."Information.Theory,.Infer
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9ecc0 20 41 6c 67 6f 72 69 74 68 6d 73 2c 22 20 63 68 61 70 74 65 72 20 32 33 2c 0a 20 20 20 20 20 20 .Algorithms,".chapter.23,.......
9ece0 20 20 20 20 20 20 20 20 20 68 74 74 70 3a 2f 2f 77 77 77 2e 69 6e 66 65 72 65 6e 63 65 2e 6f 72 .........http://www.inference.or
9ed00 67 2e 75 6b 2f 6d 61 63 6b 61 79 2f 69 74 69 6c 61 2f 0a 20 20 20 20 20 20 20 20 2e 2e 20 5b 32 g.uk/mackay/itila/............[2
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9ed60 2e 77 69 6b 69 70 65 64 69 61 2e 6f 72 67 2f 77 69 6b 69 2f 44 69 72 69 63 68 6c 65 74 5f 64 69 .wikipedia.org/wiki/Dirichlet_di
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9f060 52 61 6e 64 6f 6d 53 74 61 74 65 2e 76 6f 6e 6d 69 73 65 73 20 28 6c 69 6e 65 20 32 32 36 35 29 RandomState.vonmises.(line.2265)
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9f0a0 52 61 6e 64 6f 6d 53 74 61 74 65 2e 72 61 79 6c 65 69 67 68 20 28 6c 69 6e 65 20 33 30 39 30 29 RandomState.rayleigh.(line.3090)
9f0c0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
9f0e0 52 61 6e 64 6f 6d 53 74 61 74 65 2e 6c 6f 67 69 73 74 69 63 20 28 6c 69 6e 65 20 32 38 38 38 29 RandomState.logistic.(line.2888)
9f100 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
9f120 52 61 6e 64 6f 6d 53 74 61 74 65 2e 62 69 6e 6f 6d 69 61 6c 20 28 6c 69 6e 65 20 33 33 35 33 29 RandomState.binomial.(line.3353)
9f140 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 73 74 61 74 65 20 64 69 63 74 69 6f 6e 61 72 79 ................state.dictionary
9f160 20 69 73 20 6e 6f 74 20 76 61 6c 69 64 2e 00 00 70 72 6f 62 61 62 69 6c 69 74 69 65 73 20 64 6f .is.not.valid...probabilities.do
9f180 20 6e 6f 74 20 73 75 6d 20 74 6f 20 31 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 .not.sum.to.1...................
9f1a0 52 61 6e 64 6f 6d 53 74 61 74 65 2e 77 65 69 62 75 6c 6c 20 28 6c 69 6e 65 20 32 34 35 37 29 00 RandomState.weibull.(line.2457).
9f1c0 52 61 6e 64 6f 6d 53 74 61 74 65 2e 75 6e 69 66 6f 72 6d 20 28 6c 69 6e 65 20 31 30 35 30 29 00 RandomState.uniform.(line.1050).
9f1e0 52 61 6e 64 6f 6d 53 74 61 74 65 2e 74 6f 6d 61 78 69 6e 74 20 28 6c 69 6e 65 20 36 32 31 29 00 RandomState.tomaxint.(line.621).
9f200 52 61 6e 64 6f 6d 53 74 61 74 65 2e 73 68 75 66 66 6c 65 20 28 6c 69 6e 65 20 34 35 34 33 29 00 RandomState.shuffle.(line.4543).
9f220 52 61 6e 64 6f 6d 53 74 61 74 65 2e 70 6f 69 73 73 6f 6e 20 28 6c 69 6e 65 20 33 35 39 33 29 00 RandomState.poisson.(line.3593).
9f240 52 61 6e 64 6f 6d 53 74 61 74 65 2e 6c 61 70 6c 61 63 65 20 28 6c 69 6e 65 20 32 36 37 30 29 00 RandomState.laplace.(line.2670).
9f260 70 76 61 6c 73 20 6d 75 73 74 20 62 65 20 61 20 31 2d 64 20 73 65 71 75 65 6e 63 65 00 00 00 00 pvals.must.be.a.1-d.sequence....
9f280 52 61 6e 64 6f 6d 53 74 61 74 65 2e 72 61 6e 64 69 6e 74 20 28 6c 69 6e 65 20 36 37 39 29 00 00 RandomState.randint.(line.679)..
9f2a0 52 61 6e 64 6f 6d 53 74 61 74 65 2e 70 61 72 65 74 6f 20 28 6c 69 6e 65 20 32 33 35 34 29 00 00 RandomState.pareto.(line.2354)..
9f2c0 52 61 6e 64 6f 6d 53 74 61 74 65 2e 6e 6f 72 6d 61 6c 20 28 6c 69 6e 65 20 31 34 35 34 29 00 00 RandomState.normal.(line.1454)..
9f2e0 52 61 6e 64 6f 6d 53 74 61 74 65 2e 67 75 6d 62 65 6c 20 28 6c 69 6e 65 20 32 37 36 34 29 00 00 RandomState.gumbel.(line.2764)..
9f300 27 61 27 20 61 6e 64 20 27 70 27 20 6d 75 73 74 20 68 61 76 65 20 73 61 6d 65 20 73 69 7a 65 00 'a'.and.'p'.must.have.same.size.
9f320 52 61 6e 64 6f 6d 53 74 61 74 65 2e 72 61 6e 64 6e 20 28 6c 69 6e 65 20 31 32 32 31 29 00 00 00 RandomState.randn.(line.1221)...
9f340 52 61 6e 64 6f 6d 53 74 61 74 65 2e 70 6f 77 65 72 20 28 6c 69 6e 65 20 32 35 36 31 29 00 00 00 RandomState.power.(line.2561)...
9f360 52 61 6e 64 6f 6d 53 74 61 74 65 2e 67 61 6d 6d 61 20 28 6c 69 6e 65 20 31 36 34 35 29 00 00 00 RandomState.gamma.(line.1645)...
9f380 52 61 6e 64 6f 6d 53 74 61 74 65 2e 63 68 6f 69 63 65 20 28 6c 69 6e 65 20 38 34 31 29 00 00 00 RandomState.choice.(line.841)...
9f3a0 6d 65 61 6e 20 6d 75 73 74 20 62 65 20 31 20 64 69 6d 65 6e 73 69 6f 6e 61 6c 00 00 00 00 00 00 mean.must.be.1.dimensional......
9f3c0 52 61 6e 67 65 20 65 78 63 65 65 64 73 20 76 61 6c 69 64 20 62 6f 75 6e 64 73 00 00 00 00 00 00 Range.exceeds.valid.bounds......
9f3e0 52 61 6e 64 6f 6d 53 74 61 74 65 2e 7a 69 70 66 20 28 6c 69 6e 65 20 33 36 37 36 29 00 00 00 00 RandomState.zipf.(line.3676)....
9f400 52 61 6e 64 6f 6d 53 74 61 74 65 2e 77 61 6c 64 20 28 6c 69 6e 65 20 33 31 36 37 29 00 00 00 00 RandomState.wald.(line.3167)....
9f420 52 61 6e 64 6f 6d 53 74 61 74 65 2e 72 61 6e 64 20 28 6c 69 6e 65 20 31 31 37 37 29 00 00 00 00 RandomState.rand.(line.1177)....
9f440 52 61 6e 64 6f 6d 53 74 61 74 65 2e 62 79 74 65 73 20 28 6c 69 6e 65 20 38 30 35 29 00 00 00 00 RandomState.bytes.(line.805)....
9f460 70 72 6f 62 61 62 69 6c 69 74 69 65 73 20 63 6f 6e 74 61 69 6e 20 4e 61 4e 00 00 00 00 00 00 00 probabilities.contain.NaN.......
9f480 52 61 6e 64 6f 6d 53 74 61 74 65 2e 73 65 65 64 20 28 6c 69 6e 65 20 32 32 38 29 00 00 00 00 00 RandomState.seed.(line.228).....
9f4a0 27 70 27 20 6d 75 73 74 20 62 65 20 31 2d 64 69 6d 65 6e 73 69 6f 6e 61 6c 00 00 00 00 00 00 00 'p'.must.be.1-dimensional.......
9f4c0 6e 75 6d 70 79 2f 72 61 6e 64 6f 6d 2f 6d 74 72 61 6e 64 2e 70 79 78 00 00 00 00 00 00 00 00 00 numpy/random/mtrand.pyx.........
9f4e0 61 20 6d 75 73 74 20 62 65 20 31 2d 64 69 6d 65 6e 73 69 6f 6e 61 6c 00 00 00 00 00 00 00 00 00 a.must.be.1-dimensional.........
9f500 52 61 6e 64 6f 6d 53 74 61 74 65 2e 66 20 28 6c 69 6e 65 20 31 37 32 39 29 00 00 00 00 00 00 00 RandomState.f.(line.1729).......
9f520 73 74 61 6e 64 61 72 64 5f 65 78 70 6f 6e 65 6e 74 69 61 6c 00 00 00 00 00 00 00 00 00 00 00 00 standard_exponential............
9f540 6e 6f 6e 63 65 6e 74 72 61 6c 5f 63 68 69 73 71 75 61 72 65 00 00 00 00 00 00 00 00 00 00 00 00 noncentral_chisquare............
9f560 79 6f 75 20 61 72 65 20 73 68 75 66 66 6c 69 6e 67 20 61 20 27 00 00 00 00 00 00 00 00 00 00 00 you.are.shuffling.a.'...........
9f580 6e 75 6d 70 79 2e 72 61 6e 64 6f 6d 2e 6d 74 72 61 6e 64 00 00 00 00 00 00 00 00 00 00 00 00 00 numpy.random.mtrand.............
9f5a0 6d 75 6c 74 69 76 61 72 69 61 74 65 5f 6e 6f 72 6d 61 6c 00 00 00 00 00 00 00 00 00 00 00 00 00 multivariate_normal.............
9f5c0 6e 67 6f 6f 64 20 2b 20 6e 62 61 64 20 3c 20 6e 73 61 6d 70 6c 65 00 00 00 00 00 00 00 00 00 00 ngood.+.nbad.<.nsample..........
9f5e0 63 6c 69 6e 65 5f 69 6e 5f 74 72 61 63 65 62 61 63 6b 00 00 00 00 00 00 00 00 00 00 00 00 00 00 cline_in_traceback..............
9f600 61 72 72 61 79 20 69 73 20 72 65 61 64 2d 6f 6e 6c 79 00 00 00 00 00 00 00 00 00 00 00 00 00 00 array.is.read-only..............
9f620 44 65 70 72 65 63 61 74 69 6f 6e 57 61 72 6e 69 6e 67 00 00 00 00 00 00 00 00 00 00 00 00 00 00 DeprecationWarning..............
9f640 73 65 74 5f 62 69 74 5f 67 65 6e 65 72 61 74 6f 72 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 set_bit_generator...............
9f660 6e 65 67 61 74 69 76 65 5f 62 69 6e 6f 6d 69 61 6c 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 negative_binomial...............
9f680 67 65 74 5f 62 69 74 5f 67 65 6e 65 72 61 74 6f 72 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 get_bit_generator...............
9f6a0 5f 5f 72 61 6e 64 6f 6d 73 74 61 74 65 5f 63 74 6f 72 00 00 00 00 00 00 00 00 00 00 00 00 00 00 __randomstate_ctor..............
9f6c0 6d 61 79 5f 73 68 61 72 65 5f 6d 65 6d 6f 72 79 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 may_share_memory................
9f6e0 73 75 6d 28 70 76 61 6c 73 5b 3a 2d 31 5d 29 20 3e 20 31 2e 30 00 00 00 00 00 00 00 00 00 00 00 sum(pvals[:-1]).>.1.0...........
9f700 73 74 61 6e 64 61 72 64 5f 6e 6f 72 6d 61 6c 00 73 74 61 6e 64 61 72 64 5f 63 61 75 63 68 79 00 standard_normal.standard_cauchy.
9f720 72 61 6e 64 6f 6d 5f 69 6e 74 65 67 65 72 73 00 5f 70 6f 69 73 73 6f 6e 5f 6c 61 6d 5f 6d 61 78 random_integers._poisson_lam_max
9f740 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 63 6f 6c 6c 65 63 74 69 6f 6e 73 2e 61 62 63 00 ................collections.abc.
9f760 5f 62 69 74 5f 67 65 6e 65 72 61 74 6f 72 00 00 73 74 61 6e 64 61 72 64 5f 67 61 6d 6d 61 00 00 _bit_generator..standard_gamma..
9f780 5f 6c 65 67 61 63 79 5f 73 65 65 64 69 6e 67 00 68 79 70 65 72 67 65 6f 6d 65 74 72 69 63 00 00 _legacy_seeding.hypergeometric..
9f7a0 52 75 6e 74 69 6d 65 57 61 72 6e 69 6e 67 00 00 72 61 6e 64 6f 6d 5f 73 61 6d 70 6c 65 00 00 00 RuntimeWarning..random_sample...
9f7c0 63 6f 75 6e 74 5f 6e 6f 6e 7a 65 72 6f 00 00 00 5f 5f 63 6c 61 73 73 5f 67 65 74 69 74 65 6d 5f count_nonzero...__class_getitem_
9f7e0 5f 00 00 00 00 00 00 00 62 69 74 5f 67 65 6e 65 72 61 74 6f 72 00 00 00 4f 76 65 72 66 6c 6f 77 _.......bit_generator...Overflow
9f800 45 72 72 6f 72 00 00 00 73 65 61 72 63 68 73 6f 72 74 65 64 00 00 00 00 72 65 74 75 72 6e 5f 69 Error...searchsorted....return_i
9f820 6e 64 65 78 00 00 00 00 6e 75 6d 70 79 2e 6c 69 6e 61 6c 67 00 00 00 00 6e 6f 6e 63 65 6e 74 72 ndex....numpy.linalg....noncentr
9f840 61 6c 5f 66 00 00 00 00 6e 65 77 62 79 74 65 6f 72 64 65 72 00 00 00 00 5f 69 6e 69 74 69 61 6c al_f....newbyteorder...._initial
9f860 69 7a 69 6e 67 00 00 00 70 65 72 6d 75 74 61 74 69 6f 6e 00 00 00 00 00 6d 75 6c 74 69 6e 6f 6d izing...permutation.....multinom
9f880 69 61 6c 00 00 00 00 00 65 78 70 6f 6e 65 6e 74 69 61 6c 00 00 00 00 00 63 68 65 63 6b 5f 76 61 ial.....exponential.....check_va
9f8a0 6c 69 64 00 00 00 00 00 55 73 65 72 57 61 72 6e 69 6e 67 00 00 00 00 00 52 61 6e 64 6f 6d 53 74 lid.....UserWarning.....RandomSt
9f8c0 61 74 65 00 00 00 00 00 49 6d 70 6f 72 74 45 72 72 6f 72 00 00 00 00 00 74 72 69 61 6e 67 75 6c ate.....ImportError.....triangul
9f8e0 61 72 00 00 00 00 00 00 73 74 61 6e 64 61 72 64 5f 74 00 00 00 00 00 00 73 74 61 63 6b 6c 65 76 ar......standard_t......stacklev
9f900 65 6c 00 00 00 00 00 00 5f 5f 70 79 78 5f 76 74 61 62 6c 65 5f 5f 00 00 6d 6f 64 65 20 3e 20 72 el......__pyx_vtable__..mode.>.r
9f920 69 67 68 74 00 00 00 00 6c 6f 67 69 63 61 6c 5f 6f 72 00 00 00 00 00 00 6c 65 73 73 5f 65 71 75 ight....logical_or......less_equ
9f940 61 6c 00 00 00 00 00 00 6c 65 66 74 20 3d 3d 20 72 69 67 68 74 00 00 00 69 73 73 75 62 64 74 79 al......left.==.right...issubdty
9f960 70 65 00 00 00 00 00 00 65 6d 70 74 79 5f 6c 69 6b 65 00 00 00 00 00 00 56 61 6c 75 65 45 72 72 pe......empty_like......ValueErr
9f980 6f 72 00 00 00 00 00 00 49 6e 64 65 78 45 72 72 6f 72 00 00 00 00 00 00 77 72 69 74 65 61 62 6c or......IndexError......writeabl
9f9a0 65 00 00 00 00 00 00 00 73 69 6e 67 6c 65 74 6f 6e 00 00 00 00 00 00 00 73 65 74 5f 73 74 61 74 e.......singleton.......set_stat
9f9c0 65 00 00 00 00 00 00 00 6c 6f 67 73 65 72 69 65 73 00 00 00 00 00 00 00 6c 6f 67 6e 6f 72 6d 61 e.......logseries.......lognorma
9f9e0 6c 00 00 00 00 00 00 00 6c 65 66 74 20 3e 20 6d 6f 64 65 00 00 00 00 00 69 73 65 6e 61 62 6c 65 l.......left.>.mode.....isenable
9fa00 64 00 00 00 00 00 00 00 68 61 73 5f 67 61 75 73 73 00 00 00 00 00 00 00 67 65 74 5f 73 74 61 74 d.......has_gauss.......get_stat
9fa20 65 00 00 00 00 00 00 00 67 65 6f 6d 65 74 72 69 63 00 00 00 00 00 00 00 64 69 72 69 63 68 6c 65 e.......geometric.......dirichle
9fa40 74 00 00 00 00 00 00 00 63 68 69 73 71 75 61 72 65 00 00 00 00 00 00 00 54 79 70 65 45 72 72 6f t.......chisquare.......TypeErro
9fa60 72 00 00 00 00 00 00 00 4d 54 31 39 39 33 37 00 77 61 72 6e 69 6e 67 73 00 00 00 00 00 00 00 00 r.......MT19937.warnings........
9fa80 76 6f 6e 6d 69 73 65 73 00 00 00 00 00 00 00 00 73 75 62 74 72 61 63 74 00 00 00 00 00 00 00 00 vonmises........subtract........
9faa0 72 65 76 65 72 73 65 64 00 72 65 64 75 63 65 00 72 61 79 6c 65 69 67 68 00 00 00 00 00 00 00 00 reversed.reduce.rayleigh........
9fac0 6f 70 65 72 61 74 6f 72 00 00 00 00 00 00 00 00 6c 6f 67 69 73 74 69 63 00 00 00 00 00 00 00 00 operator........logistic........
9fae0 69 74 65 6d 73 69 7a 65 00 00 00 00 00 00 00 00 69 73 73 63 61 6c 61 72 00 00 00 00 00 00 00 00 itemsize........isscalar........
9fb00 69 73 6e 61 74 69 76 65 00 00 00 00 00 00 00 00 69 73 66 69 6e 69 74 65 00 00 00 00 00 00 00 00 isnative........isfinite........
9fb20 62 69 6e 6f 6d 69 61 6c 00 00 00 00 00 00 00 00 61 6c 6c 63 6c 6f 73 65 00 00 00 00 00 00 00 00 binomial........allclose........
9fb40 53 65 71 75 65 6e 63 65 00 00 00 00 00 00 00 00 77 65 69 62 75 6c 6c 00 75 6e 69 66 6f 72 6d 00 Sequence........weibull.uniform.
9fb60 74 6f 62 79 74 65 73 00 73 74 72 69 64 65 73 00 73 68 75 66 66 6c 65 00 72 65 73 68 61 70 65 00 tobytes.strides.shuffle.reshape.
9fb80 72 65 70 6c 61 63 65 00 72 61 6e 64 69 6e 74 00 70 6f 69 73 73 6f 6e 00 6e 73 61 6d 70 6c 65 00 replace.randint.poisson.nsample.
9fba0 5f 6d 74 31 39 39 33 37 00 00 00 00 00 00 00 00 6c 61 70 6c 61 63 65 00 67 72 65 61 74 65 72 00 _mt19937........laplace.greater.
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9fc00 61 6c 70 68 61 20 3c 3d 20 30 00 00 00 00 00 00 5f 4d 54 31 39 39 33 37 00 75 6e 73 61 66 65 00 alpha.<=.0......_MT19937.unsafe.
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a93e0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
a9400 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
a9420 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
a9440 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
a9460 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
a9480 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
a94a0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
a94c0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
a94e0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
a9500 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
a9520 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
a9540 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
a9560 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
a9580 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
a95a0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
a95c0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
a95e0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
a9600 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
a9620 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
a9640 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
a9660 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
a9680 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
a96a0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
a96c0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
a96e0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
a9700 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
a9720 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
a9740 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
a9760 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
a9780 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
a97a0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
a97c0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
a97e0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
a9800 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
a9820 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
a9840 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
a9860 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
a9880 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
a98a0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
a98c0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
a98e0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
a9900 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
a9920 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
a9940 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
a9960 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
a9980 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
a99a0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
a99c0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
a99e0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
a9a00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
a9a20 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
a9a40 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
a9a60 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
a9a80 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
a9aa0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
a9ac0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
a9ae0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
a9b00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
a9b20 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
a9b40 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
a9b60 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
a9b80 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
a9ba0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
a9bc0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
a9be0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
a9c00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
a9c20 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
a9c40 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
a9c60 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
a9c80 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
a9ca0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
a9cc0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
a9ce0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 f0 33 01 00 00 00 00 00 .........................3......
a9d00 b0 33 01 00 00 00 00 00 08 ad 0a 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 .3..............................
a9d20 01 00 00 00 00 00 00 00 2b 0b 00 00 00 00 00 00 01 00 00 00 00 00 00 00 35 0b 00 00 00 00 00 00 ........+...............5.......
a9d40 0c 00 00 00 00 00 00 00 00 50 00 00 00 00 00 00 0d 00 00 00 00 00 00 00 14 8e 05 00 00 00 00 00 .........P......................
a9d60 19 00 00 00 00 00 00 00 f8 ac 0a 00 00 00 00 00 1b 00 00 00 00 00 00 00 08 00 00 00 00 00 00 00 ................................
a9d80 1a 00 00 00 00 00 00 00 00 ad 0a 00 00 00 00 00 1c 00 00 00 00 00 00 00 08 00 00 00 00 00 00 00 ................................
a9da0 f5 fe ff 6f 00 00 00 00 60 02 00 00 00 00 00 00 05 00 00 00 00 00 00 00 18 13 00 00 00 00 00 00 ...o....`.......................
a9dc0 06 00 00 00 00 00 00 00 98 02 00 00 00 00 00 00 0a 00 00 00 00 00 00 00 56 0b 00 00 00 00 00 00 ........................V.......
a9de0 0b 00 00 00 00 00 00 00 18 00 00 00 00 00 00 00 03 00 00 00 00 00 00 00 00 b0 0a 00 00 00 00 00 ................................
a9e00 02 00 00 00 00 00 00 00 20 0d 00 00 00 00 00 00 14 00 00 00 00 00 00 00 07 00 00 00 00 00 00 00 ................................
a9e20 17 00 00 00 00 00 00 00 80 35 00 00 00 00 00 00 07 00 00 00 00 00 00 00 20 20 00 00 00 00 00 00 .........5......................
a9e40 08 00 00 00 00 00 00 00 60 15 00 00 00 00 00 00 09 00 00 00 00 00 00 00 18 00 00 00 00 00 00 00 ........`.......................
a9e60 fe ff ff 6f 00 00 00 00 d0 1f 00 00 00 00 00 00 ff ff ff 6f 00 00 00 00 02 00 00 00 00 00 00 00 ...o...............o............
a9e80 f0 ff ff 6f 00 00 00 00 6e 1e 00 00 00 00 00 00 f9 ff ff 6f 00 00 00 00 c0 00 00 00 00 00 00 00 ...o....n..........o............
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aa000 20 ad 0a 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 36 50 00 00 00 00 00 00 ........................6P......
aa020 46 50 00 00 00 00 00 00 56 50 00 00 00 00 00 00 66 50 00 00 00 00 00 00 76 50 00 00 00 00 00 00 FP......VP......fP......vP......
aa040 86 50 00 00 00 00 00 00 96 50 00 00 00 00 00 00 a6 50 00 00 00 00 00 00 b6 50 00 00 00 00 00 00 .P.......P.......P.......P......
aa060 c6 50 00 00 00 00 00 00 d6 50 00 00 00 00 00 00 e6 50 00 00 00 00 00 00 f6 50 00 00 00 00 00 00 .P.......P.......P.......P......
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aa0a0 46 51 00 00 00 00 00 00 56 51 00 00 00 00 00 00 66 51 00 00 00 00 00 00 76 51 00 00 00 00 00 00 FQ......VQ......fQ......vQ......
aa0c0 86 51 00 00 00 00 00 00 96 51 00 00 00 00 00 00 a6 51 00 00 00 00 00 00 b6 51 00 00 00 00 00 00 .Q.......Q.......Q.......Q......
aa0e0 c6 51 00 00 00 00 00 00 d6 51 00 00 00 00 00 00 e6 51 00 00 00 00 00 00 f6 51 00 00 00 00 00 00 .Q.......Q.......Q.......Q......
aa100 06 52 00 00 00 00 00 00 16 52 00 00 00 00 00 00 26 52 00 00 00 00 00 00 36 52 00 00 00 00 00 00 .R.......R......&R......6R......
aa120 46 52 00 00 00 00 00 00 56 52 00 00 00 00 00 00 66 52 00 00 00 00 00 00 76 52 00 00 00 00 00 00 FR......VR......fR......vR......
aa140 86 52 00 00 00 00 00 00 96 52 00 00 00 00 00 00 a6 52 00 00 00 00 00 00 b6 52 00 00 00 00 00 00 .R.......R.......R.......R......
aa160 c6 52 00 00 00 00 00 00 d6 52 00 00 00 00 00 00 e6 52 00 00 00 00 00 00 f6 52 00 00 00 00 00 00 .R.......R.......R.......R......
aa180 06 53 00 00 00 00 00 00 16 53 00 00 00 00 00 00 26 53 00 00 00 00 00 00 36 53 00 00 00 00 00 00 .S.......S......&S......6S......
aa1a0 46 53 00 00 00 00 00 00 56 53 00 00 00 00 00 00 66 53 00 00 00 00 00 00 76 53 00 00 00 00 00 00 FS......VS......fS......vS......
aa1c0 86 53 00 00 00 00 00 00 96 53 00 00 00 00 00 00 a6 53 00 00 00 00 00 00 b6 53 00 00 00 00 00 00 .S.......S.......S.......S......
aa1e0 c6 53 00 00 00 00 00 00 d6 53 00 00 00 00 00 00 e6 53 00 00 00 00 00 00 f6 53 00 00 00 00 00 00 .S.......S.......S.......S......
aa200 06 54 00 00 00 00 00 00 16 54 00 00 00 00 00 00 26 54 00 00 00 00 00 00 36 54 00 00 00 00 00 00 .T.......T......&T......6T......
aa220 46 54 00 00 00 00 00 00 56 54 00 00 00 00 00 00 66 54 00 00 00 00 00 00 76 54 00 00 00 00 00 00 FT......VT......fT......vT......
aa240 86 54 00 00 00 00 00 00 96 54 00 00 00 00 00 00 a6 54 00 00 00 00 00 00 b6 54 00 00 00 00 00 00 .T.......T.......T.......T......
aa260 c6 54 00 00 00 00 00 00 d6 54 00 00 00 00 00 00 e6 54 00 00 00 00 00 00 f6 54 00 00 00 00 00 00 .T.......T.......T.......T......
aa280 06 55 00 00 00 00 00 00 16 55 00 00 00 00 00 00 26 55 00 00 00 00 00 00 36 55 00 00 00 00 00 00 .U.......U......&U......6U......
aa2a0 46 55 00 00 00 00 00 00 56 55 00 00 00 00 00 00 66 55 00 00 00 00 00 00 76 55 00 00 00 00 00 00 FU......VU......fU......vU......
aa2c0 86 55 00 00 00 00 00 00 96 55 00 00 00 00 00 00 a6 55 00 00 00 00 00 00 b6 55 00 00 00 00 00 00 .U.......U.......U.......U......
aa2e0 c6 55 00 00 00 00 00 00 d6 55 00 00 00 00 00 00 e6 55 00 00 00 00 00 00 f6 55 00 00 00 00 00 00 .U.......U.......U.......U......
aa300 06 56 00 00 00 00 00 00 16 56 00 00 00 00 00 00 26 56 00 00 00 00 00 00 36 56 00 00 00 00 00 00 .V.......V......&V......6V......
aa320 46 56 00 00 00 00 00 00 56 56 00 00 00 00 00 00 66 56 00 00 00 00 00 00 76 56 00 00 00 00 00 00 FV......VV......fV......vV......
aa340 86 56 00 00 00 00 00 00 96 56 00 00 00 00 00 00 a6 56 00 00 00 00 00 00 b6 56 00 00 00 00 00 00 .V.......V.......V.......V......
aa360 c6 56 00 00 00 00 00 00 d6 56 00 00 00 00 00 00 e6 56 00 00 00 00 00 00 f6 56 00 00 00 00 00 00 .V.......V.......V.......V......
aa380 06 57 00 00 00 00 00 00 16 57 00 00 00 00 00 00 26 57 00 00 00 00 00 00 36 57 00 00 00 00 00 00 .W.......W......&W......6W......
aa3a0 46 57 00 00 00 00 00 00 56 57 00 00 00 00 00 00 66 57 00 00 00 00 00 00 76 57 00 00 00 00 00 00 FW......VW......fW......vW......
aa3c0 86 57 00 00 00 00 00 00 96 57 00 00 00 00 00 00 a6 57 00 00 00 00 00 00 b6 57 00 00 00 00 00 00 .W.......W.......W.......W......
aa3e0 c6 57 00 00 00 00 00 00 d6 57 00 00 00 00 00 00 e6 57 00 00 00 00 00 00 f6 57 00 00 00 00 00 00 .W.......W.......W.......W......
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aa940 56 b9 05 00 00 00 00 00 80 6c 03 00 00 00 00 00 82 00 00 00 00 00 00 00 c0 8e 07 00 00 00 00 00 V........l......................
aa960 2a b9 05 00 00 00 00 00 10 22 03 00 00 00 00 00 82 00 00 00 00 00 00 00 a0 80 07 00 00 00 00 00 *........"......................
aa980 5d b8 05 00 00 00 00 00 c0 dc 01 00 00 00 00 00 03 00 00 00 00 00 00 00 20 7c 07 00 00 00 00 00 ]........................|......
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aab00 52 b5 05 00 00 00 00 00 e0 0f 02 00 00 00 00 00 82 00 00 00 00 00 00 00 20 eb 06 00 00 00 00 00 R...............................
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aaec0 47 43 43 3a 20 28 47 4e 55 29 20 31 30 2e 32 2e 31 20 32 30 32 31 30 31 33 30 20 28 52 65 64 20 GCC:.(GNU).10.2.1.20210130.(Red.
aaee0 48 61 74 20 31 30 2e 32 2e 31 2d 31 31 29 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 Hat.10.2.1-11)..................
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aafa0 20 20 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 03 00 08 00 80 35 00 00 00 00 00 00 .........................5......
aafc0 00 00 00 00 00 00 00 00 00 00 00 00 03 00 09 00 00 50 00 00 00 00 00 00 00 00 00 00 00 00 00 00 .................P..............
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ab060 b0 50 0a 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 03 00 10 00 f8 ac 0a 00 00 00 00 00 .P..............................
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ab180 30 34 01 00 00 00 00 00 45 00 00 00 00 00 00 00 7d 00 00 00 02 00 0b 00 80 34 01 00 00 00 00 00 04......E.......}........4......
ab1a0 68 00 00 00 00 00 00 00 ad 00 00 00 01 00 17 00 10 d1 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 h...............................
ab1c0 de 00 00 00 01 00 17 00 40 bf 0a 00 00 00 00 00 d0 10 00 00 00 00 00 00 f9 00 00 00 02 00 0b 00 ........@.......................
ab1e0 f0 34 01 00 00 00 00 00 ea 00 00 00 00 00 00 00 13 01 00 00 02 00 0b 00 e0 35 01 00 00 00 00 00 .4.......................5......
ab200 a7 00 00 00 00 00 00 00 27 01 00 00 02 00 0b 00 90 36 01 00 00 00 00 00 1d 00 00 00 00 00 00 00 ........'........6..............
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ab260 68 00 00 00 00 00 00 00 c8 01 00 00 02 00 0b 00 00 38 01 00 00 00 00 00 8c 00 00 00 00 00 00 00 h................8..............
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ab2a0 60 3a 01 00 00 00 00 00 c4 00 00 00 00 00 00 00 37 02 00 00 02 00 0b 00 f0 58 00 00 00 00 00 00 `:..............7........X......
ab2c0 89 00 00 00 00 00 00 00 51 02 00 00 02 00 0b 00 79 59 00 00 00 00 00 00 fa 00 00 00 00 00 00 00 ........Q.......yY..............
ab2e0 6b 02 00 00 02 00 0b 00 73 5a 00 00 00 00 00 00 fa 00 00 00 00 00 00 00 86 02 00 00 02 00 0b 00 k.......sZ......................
ab300 6d 5b 00 00 00 00 00 00 7a 01 00 00 00 00 00 00 99 02 00 00 01 00 16 00 80 b4 0a 00 00 00 00 00 m[......z.......................
ab320 08 00 00 00 00 00 00 00 af 02 00 00 01 00 17 00 18 d1 0a 00 00 00 00 00 08 00 00 00 00 00 00 00 ................................
ab340 b7 02 00 00 02 00 0b 00 30 3b 01 00 00 00 00 00 63 00 00 00 00 00 00 00 c7 02 00 00 02 00 0b 00 ........0;......c...............
ab360 a0 3b 01 00 00 00 00 00 51 00 00 00 00 00 00 00 eb 02 00 00 02 00 0b 00 00 3c 01 00 00 00 00 00 .;......Q................<......
ab380 9d 00 00 00 00 00 00 00 00 03 00 00 02 00 0b 00 e7 5c 00 00 00 00 00 00 05 01 00 00 00 00 00 00 .................\..............
ab3a0 23 03 00 00 02 00 0b 00 a0 3c 01 00 00 00 00 00 4a 01 00 00 00 00 00 00 45 03 00 00 02 00 0b 00 #........<......J.......E.......
ab3c0 f0 3d 01 00 00 00 00 00 f9 00 00 00 00 00 00 00 68 03 00 00 02 00 0b 00 f0 3e 01 00 00 00 00 00 .=..............h........>......
ab3e0 84 00 00 00 00 00 00 00 92 03 00 00 02 00 0b 00 80 3f 01 00 00 00 00 00 a2 01 00 00 00 00 00 00 .................?..............
ab400 b4 03 00 00 02 00 0b 00 ec 5d 00 00 00 00 00 00 d0 00 00 00 00 00 00 00 d1 03 00 00 02 00 0b 00 .........]......................
ab420 bc 5e 00 00 00 00 00 00 14 79 00 00 00 00 00 00 f5 03 00 00 01 00 0d 00 a0 e5 07 00 00 00 00 00 .^.......y......................
ab440 41 00 00 00 00 00 00 00 1e 04 00 00 01 00 0d 00 20 f6 09 00 00 00 00 00 13 00 00 00 00 00 00 00 A...............................
ab460 39 04 00 00 01 00 0d 00 60 e5 07 00 00 00 00 00 26 00 00 00 00 00 00 00 62 04 00 00 01 00 0d 00 9.......`.......&.......b.......
ab480 c8 f8 09 00 00 00 00 00 0c 00 00 00 00 00 00 00 76 04 00 00 01 00 0d 00 88 f9 09 00 00 00 00 00 ................v...............
ab4a0 0b 00 00 00 00 00 00 00 89 04 00 00 01 00 0d 00 20 e5 07 00 00 00 00 00 3e 00 00 00 00 00 00 00 ........................>.......
ab4c0 b2 04 00 00 01 00 0d 00 10 fc 09 00 00 00 00 00 09 00 00 00 00 00 00 00 c2 04 00 00 01 00 0d 00 ................................
ab4e0 68 fa 09 00 00 00 00 00 08 00 00 00 00 00 00 00 d4 04 00 00 01 00 0d 00 e0 e4 07 00 00 00 00 00 h...............................
ab500 24 00 00 00 00 00 00 00 fd 04 00 00 01 00 0d 00 f8 f7 09 00 00 00 00 00 0e 00 00 00 00 00 00 00 $...............................
ab520 13 05 00 00 01 00 0d 00 00 e4 07 00 00 00 00 00 cb 00 00 00 00 00 00 00 3c 05 00 00 01 00 0d 00 ........................<.......
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ab580 9a 05 00 00 01 00 0d 00 60 7c 09 00 00 00 00 00 22 00 00 00 00 00 00 00 c2 05 00 00 01 00 0d 00 ........`|......"...............
ab5a0 80 f3 09 00 00 00 00 00 1e 00 00 00 00 00 00 00 e6 05 00 00 01 00 0d 00 20 7c 09 00 00 00 00 00 .........................|......
ab5c0 22 00 00 00 00 00 00 00 0e 06 00 00 01 00 0d 00 c0 e3 07 00 00 00 00 00 23 00 00 00 00 00 00 00 ".......................#.......
ab5e0 37 06 00 00 01 00 0d 00 00 f5 09 00 00 00 00 00 1a 00 00 00 00 00 00 00 57 06 00 00 01 00 0d 00 7.......................W.......
ab600 60 f3 09 00 00 00 00 00 1e 00 00 00 00 00 00 00 7b 06 00 00 01 00 0d 00 e0 7b 09 00 00 00 00 00 `...............{........{......
ab620 22 00 00 00 00 00 00 00 a3 06 00 00 01 00 0d 00 e0 f2 09 00 00 00 00 00 1f 00 00 00 00 00 00 00 "...............................
ab640 c8 06 00 00 01 00 0d 00 a0 7b 09 00 00 00 00 00 27 00 00 00 00 00 00 00 f0 06 00 00 01 00 0d 00 .........{......'...............
ab660 40 f2 09 00 00 00 00 00 20 00 00 00 00 00 00 00 16 07 00 00 01 00 0d 00 e0 f0 09 00 00 00 00 00 @...............................
ab680 21 00 00 00 00 00 00 00 3d 07 00 00 01 00 0d 00 60 7b 09 00 00 00 00 00 22 00 00 00 00 00 00 00 !.......=.......`{......".......
ab6a0 65 07 00 00 01 00 0d 00 20 7b 09 00 00 00 00 00 22 00 00 00 00 00 00 00 8d 07 00 00 01 00 0d 00 e........{......"...............
ab6c0 80 e3 07 00 00 00 00 00 24 00 00 00 00 00 00 00 b6 07 00 00 01 00 0d 00 e0 7a 09 00 00 00 00 00 ........$................z......
ab6e0 2c 00 00 00 00 00 00 00 de 07 00 00 01 00 0d 00 40 e3 07 00 00 00 00 00 2a 00 00 00 00 00 00 00 ,...............@.......*.......
ab700 07 08 00 00 01 00 0d 00 00 e3 07 00 00 00 00 00 2d 00 00 00 00 00 00 00 30 08 00 00 01 00 0d 00 ................-.......0.......
ab720 c0 e2 07 00 00 00 00 00 25 00 00 00 00 00 00 00 59 08 00 00 01 00 0d 00 c0 f2 09 00 00 00 00 00 ........%.......Y...............
ab740 1f 00 00 00 00 00 00 00 7e 08 00 00 01 00 0d 00 a0 f2 09 00 00 00 00 00 1f 00 00 00 00 00 00 00 ........~.......................
ab760 a3 08 00 00 01 00 0d 00 80 e2 07 00 00 00 00 00 24 00 00 00 00 00 00 00 cc 08 00 00 01 00 0d 00 ................$...............
ab780 20 f2 09 00 00 00 00 00 20 00 00 00 00 00 00 00 f2 08 00 00 01 00 0d 00 40 f3 09 00 00 00 00 00 ........................@.......
ab7a0 1e 00 00 00 00 00 00 00 16 09 00 00 01 00 0d 00 20 f4 09 00 00 00 00 00 1d 00 00 00 00 00 00 00 ................................
ab7c0 39 09 00 00 01 00 0d 00 80 f2 09 00 00 00 00 00 1f 00 00 00 00 00 00 00 5e 09 00 00 01 00 0d 00 9.......................^.......
ab7e0 20 f3 09 00 00 00 00 00 1e 00 00 00 00 00 00 00 82 09 00 00 01 00 0d 00 40 e2 07 00 00 00 00 00 ........................@.......
ab800 28 00 00 00 00 00 00 00 ab 09 00 00 01 00 0d 00 00 e2 07 00 00 00 00 00 25 00 00 00 00 00 00 00 (.......................%.......
ab820 d4 09 00 00 01 00 0d 00 a0 f0 09 00 00 00 00 00 21 00 00 00 00 00 00 00 fb 09 00 00 01 00 0d 00 ................!...............
ab840 80 f4 09 00 00 00 00 00 1c 00 00 00 00 00 00 00 1d 0a 00 00 01 00 0d 00 00 f2 09 00 00 00 00 00 ................................
ab860 20 00 00 00 00 00 00 00 43 0a 00 00 01 00 0d 00 c0 e1 07 00 00 00 00 00 28 00 00 00 00 00 00 00 ........C...............(.......
ab880 6c 0a 00 00 01 00 0d 00 80 e1 07 00 00 00 00 00 2c 00 00 00 00 00 00 00 95 0a 00 00 01 00 0d 00 l...............,...............
ab8a0 a0 7a 09 00 00 00 00 00 27 00 00 00 00 00 00 00 bd 0a 00 00 01 00 0d 00 40 e1 07 00 00 00 00 00 .z......'...............@.......
ab8c0 28 00 00 00 00 00 00 00 e6 0a 00 00 01 00 0d 00 00 e1 07 00 00 00 00 00 23 00 00 00 00 00 00 00 (.......................#.......
ab8e0 0f 0b 00 00 01 00 0d 00 e0 f1 09 00 00 00 00 00 20 00 00 00 00 00 00 00 35 0b 00 00 01 00 0d 00 ........................5.......
ab900 c0 e0 07 00 00 00 00 00 23 00 00 00 00 00 00 00 5e 0b 00 00 01 00 0d 00 c0 f1 09 00 00 00 00 00 ........#.......^...............
ab920 20 00 00 00 00 00 00 00 84 0b 00 00 01 00 0d 00 60 f0 09 00 00 00 00 00 21 00 00 00 00 00 00 00 ................`.......!.......
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ab960 a0 f1 09 00 00 00 00 00 20 00 00 00 00 00 00 00 f4 0b 00 00 01 00 0d 00 e0 f3 09 00 00 00 00 00 ................................
ab980 1d 00 00 00 00 00 00 00 17 0c 00 00 01 00 0d 00 c0 f3 09 00 00 00 00 00 1b 00 00 00 00 00 00 00 ................................
ab9a0 3a 0c 00 00 01 00 0d 00 a0 f7 09 00 00 00 00 00 0f 00 00 00 00 00 00 00 51 0c 00 00 01 00 0d 00 :.......................Q.......
ab9c0 40 fb 09 00 00 00 00 00 09 00 00 00 00 00 00 00 62 0c 00 00 01 00 0d 00 80 df 07 00 00 00 00 00 @...............b...............
ab9e0 3e 01 00 00 00 00 00 00 8b 0c 00 00 01 00 0d 00 24 ff 09 00 00 00 00 00 02 00 00 00 00 00 00 00 >...............$...............
aba00 95 0c 00 00 01 00 0d 00 20 df 07 00 00 00 00 00 47 00 00 00 00 00 00 00 be 0c 00 00 01 00 0d 00 ................G...............
aba20 a0 db 07 00 00 00 00 00 4c 00 00 00 00 00 00 00 e9 0c 00 00 01 00 0d 00 58 fa 09 00 00 00 00 00 ........L...............X.......
aba40 0a 00 00 00 00 00 00 00 fb 0c 00 00 01 00 0d 00 60 7a 09 00 00 00 00 00 21 00 00 00 00 00 00 00 ................`z......!.......
aba60 23 0d 00 00 01 00 0d 00 a8 f8 09 00 00 00 00 00 0c 00 00 00 00 00 00 00 37 0d 00 00 01 00 0d 00 #.......................7.......
aba80 78 f9 09 00 00 00 00 00 0b 00 00 00 00 00 00 00 4a 0d 00 00 01 00 0d 00 fc fe 09 00 00 00 00 00 x...............J...............
abaa0 01 00 00 00 00 00 00 00 56 0d 00 00 01 00 0d 00 14 ff 09 00 00 00 00 00 02 00 00 00 00 00 00 00 ........V.......................
abac0 61 0d 00 00 01 00 0d 00 12 ff 09 00 00 00 00 00 02 00 00 00 00 00 00 00 6c 0d 00 00 01 00 0d 00 a.......................l.......
abae0 fa fe 09 00 00 00 00 00 02 00 00 00 00 00 00 00 78 0d 00 00 01 00 0d 00 10 ff 09 00 00 00 00 00 ................x...............
abb00 02 00 00 00 00 00 00 00 83 0d 00 00 01 00 0d 00 f8 fe 09 00 00 00 00 00 02 00 00 00 00 00 00 00 ................................
abb20 8f 0d 00 00 01 00 0d 00 22 ff 09 00 00 00 00 00 02 00 00 00 00 00 00 00 99 0d 00 00 01 00 0d 00 ........".......................
abb40 00 f3 09 00 00 00 00 00 20 00 00 00 00 00 00 00 bd 0d 00 00 01 00 0d 00 20 7a 09 00 00 00 00 00 .........................z......
abb60 30 00 00 00 00 00 00 00 e5 0d 00 00 01 00 0d 00 e0 f4 09 00 00 00 00 00 18 00 00 00 00 00 00 00 0...............................
abb80 05 0e 00 00 01 00 0d 00 e0 de 07 00 00 00 00 00 26 00 00 00 00 00 00 00 2e 0e 00 00 01 00 0d 00 ................&...............
abba0 e0 79 09 00 00 00 00 00 35 00 00 00 00 00 00 00 56 0e 00 00 01 00 0d 00 f4 fe 09 00 00 00 00 00 .y......5.......V...............
abbc0 04 00 00 00 00 00 00 00 62 0e 00 00 01 00 0d 00 f0 fe 09 00 00 00 00 00 04 00 00 00 00 00 00 00 ........b.......................
abbe0 6e 0e 00 00 01 00 0d 00 d0 fd 09 00 00 00 00 00 08 00 00 00 00 00 00 00 7c 0e 00 00 01 00 0d 00 n.......................|.......
abc00 30 fb 09 00 00 00 00 00 09 00 00 00 00 00 00 00 8d 0e 00 00 01 00 0d 00 c6 fd 09 00 00 00 00 00 0...............................
abc20 06 00 00 00 00 00 00 00 9b 0e 00 00 01 00 0d 00 00 fc 09 00 00 00 00 00 0b 00 00 00 00 00 00 00 ................................
abc40 ab 0e 00 00 01 00 0d 00 ec fe 09 00 00 00 00 00 04 00 00 00 00 00 00 00 b7 0e 00 00 01 00 0d 00 ................................
abc60 e2 fc 09 00 00 00 00 00 07 00 00 00 00 00 00 00 c6 0e 00 00 01 00 0d 00 ae fe 09 00 00 00 00 00 ................................
abc80 05 00 00 00 00 00 00 00 d3 0e 00 00 01 00 0d 00 c0 fd 09 00 00 00 00 00 06 00 00 00 00 00 00 00 ................................
abca0 e1 0e 00 00 01 00 0d 00 00 f6 09 00 00 00 00 00 13 00 00 00 00 00 00 00 fc 0e 00 00 01 00 0d 00 ................................
abcc0 f8 fb 09 00 00 00 00 00 08 00 00 00 00 00 00 00 0c 0f 00 00 01 00 0d 00 db fc 09 00 00 00 00 00 ................................
abce0 07 00 00 00 00 00 00 00 1b 0f 00 00 01 00 0d 00 e8 fb 09 00 00 00 00 00 0b 00 00 00 00 00 00 00 ................................
abd00 2b 0f 00 00 01 00 0d 00 a9 fe 09 00 00 00 00 00 05 00 00 00 00 00 00 00 38 0f 00 00 01 00 0d 00 +.......................8.......
abd20 20 ff 09 00 00 00 00 00 02 00 00 00 00 00 00 00 42 0f 00 00 01 00 0d 00 a4 fe 09 00 00 00 00 00 ................B...............
abd40 05 00 00 00 00 00 00 00 4f 0f 00 00 01 00 0d 00 e0 fb 09 00 00 00 00 00 08 00 00 00 00 00 00 00 ........O.......................
abd60 5f 0f 00 00 01 00 0d 00 20 fb 09 00 00 00 00 00 09 00 00 00 00 00 00 00 70 0f 00 00 01 00 0d 00 _.......................p.......
abd80 c0 6a 09 00 00 00 00 00 03 0f 00 00 00 00 00 00 98 0f 00 00 01 00 0d 00 e8 f7 09 00 00 00 00 00 .j..............................
abda0 0e 00 00 00 00 00 00 00 ae 0f 00 00 01 00 0d 00 60 f7 09 00 00 00 00 00 0f 00 00 00 00 00 00 00 ................`...............
abdc0 c6 0f 00 00 01 00 0d 00 d4 fc 09 00 00 00 00 00 07 00 00 00 00 00 00 00 d5 0f 00 00 01 00 0d 00 ................................
abde0 9e fe 09 00 00 00 00 00 06 00 00 00 00 00 00 00 e2 0f 00 00 01 00 0d 00 ba fd 09 00 00 00 00 00 ................................
abe00 06 00 00 00 00 00 00 00 f0 0f 00 00 01 00 0d 00 20 68 09 00 00 00 00 00 9e 02 00 00 00 00 00 00 .................h..............
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abe40 d8 fb 09 00 00 00 00 00 08 00 00 00 00 00 00 00 51 10 00 00 01 00 0d 00 d0 fb 09 00 00 00 00 00 ................Q...............
abe60 08 00 00 00 00 00 00 00 61 10 00 00 01 00 0d 00 98 f8 09 00 00 00 00 00 0c 00 00 00 00 00 00 00 ........a.......................
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abea0 48 fa 09 00 00 00 00 00 0a 00 00 00 00 00 00 00 b0 10 00 00 01 00 0d 00 e0 5e 09 00 00 00 00 00 H........................^......
abec0 36 09 00 00 00 00 00 00 d8 10 00 00 01 00 0d 00 cd fc 09 00 00 00 00 00 07 00 00 00 00 00 00 00 6...............................
abee0 e7 10 00 00 01 00 0d 00 00 51 09 00 00 00 00 00 cf 0d 00 00 00 00 00 00 0f 11 00 00 01 00 0d 00 .........Q......................
abf00 b0 fd 09 00 00 00 00 00 0a 00 00 00 00 00 00 00 1d 11 00 00 01 00 0d 00 d0 f7 09 00 00 00 00 00 ................................
abf20 12 00 00 00 00 00 00 00 33 11 00 00 01 00 0d 00 e0 f5 09 00 00 00 00 00 13 00 00 00 00 00 00 00 ........3.......................
abf40 4e 11 00 00 01 00 0d 00 50 f7 09 00 00 00 00 00 10 00 00 00 00 00 00 00 66 11 00 00 01 00 0d 00 N.......P...............f.......
abf60 99 fe 09 00 00 00 00 00 05 00 00 00 00 00 00 00 73 11 00 00 01 00 0d 00 c0 f7 09 00 00 00 00 00 ................s...............
abf80 0e 00 00 00 00 00 00 00 89 11 00 00 01 00 0d 00 e8 fe 09 00 00 00 00 00 04 00 00 00 00 00 00 00 ................................
abfa0 95 11 00 00 01 00 0d 00 20 de 07 00 00 00 00 00 25 00 00 00 00 00 00 00 be 11 00 00 01 00 0d 00 ................%...............
abfc0 e0 dd 07 00 00 00 00 00 33 00 00 00 00 00 00 00 e7 11 00 00 01 00 0d 00 c6 fc 09 00 00 00 00 00 ........3.......................
abfe0 07 00 00 00 00 00 00 00 f6 11 00 00 01 00 0d 00 0d ff 09 00 00 00 00 00 03 00 00 00 00 00 00 00 ................................
ac000 01 12 00 00 01 00 0d 00 a4 fd 09 00 00 00 00 00 06 00 00 00 00 00 00 00 0f 12 00 00 01 00 0d 00 ................................
ac020 9e fd 09 00 00 00 00 00 06 00 00 00 00 00 00 00 1d 12 00 00 01 00 0d 00 38 fa 09 00 00 00 00 00 ........................8.......
ac040 0a 00 00 00 00 00 00 00 2f 12 00 00 01 00 0d 00 e0 e3 09 00 00 00 00 00 61 0c 00 00 00 00 00 00 ......../...............a.......
ac060 56 12 00 00 01 00 0d 00 c8 fb 09 00 00 00 00 00 08 00 00 00 00 00 00 00 66 12 00 00 01 00 0d 00 V.......................f.......
ac080 e4 fe 09 00 00 00 00 00 04 00 00 00 00 00 00 00 72 12 00 00 01 00 0d 00 bf fc 09 00 00 00 00 00 ................r...............
ac0a0 07 00 00 00 00 00 00 00 81 12 00 00 01 00 0d 00 98 fd 09 00 00 00 00 00 06 00 00 00 00 00 00 00 ................................
ac0c0 8f 12 00 00 01 00 0d 00 92 fd 09 00 00 00 00 00 06 00 00 00 00 00 00 00 9d 12 00 00 01 00 0d 00 ................................
ac0e0 68 f9 09 00 00 00 00 00 0b 00 00 00 00 00 00 00 b0 12 00 00 01 00 0d 00 b8 fc 09 00 00 00 00 00 h...............................
ac100 07 00 00 00 00 00 00 00 bf 12 00 00 01 00 0d 00 88 fd 09 00 00 00 00 00 0a 00 00 00 00 00 00 00 ................................
ac120 cd 12 00 00 01 00 0d 00 e0 fe 09 00 00 00 00 00 04 00 00 00 00 00 00 00 d9 12 00 00 01 00 0d 00 ................................
ac140 7f fd 09 00 00 00 00 00 06 00 00 00 00 00 00 00 e7 12 00 00 01 00 0d 00 90 fe 09 00 00 00 00 00 ................................
ac160 09 00 00 00 00 00 00 00 f4 12 00 00 01 00 0d 00 88 f8 09 00 00 00 00 00 0c 00 00 00 00 00 00 00 ................................
ac180 08 13 00 00 01 00 0d 00 60 46 09 00 00 00 00 00 95 0a 00 00 00 00 00 00 30 13 00 00 01 00 0d 00 ........`F..............0.......
ac1a0 1e ff 09 00 00 00 00 00 02 00 00 00 00 00 00 00 3a 13 00 00 01 00 0d 00 40 38 09 00 00 00 00 00 ................:.......@8......
ac1c0 1c 0e 00 00 00 00 00 00 62 13 00 00 01 00 0d 00 79 fd 09 00 00 00 00 00 06 00 00 00 00 00 00 00 ........b.......y...............
ac1e0 70 13 00 00 01 00 0d 00 73 fd 09 00 00 00 00 00 06 00 00 00 00 00 00 00 7e 13 00 00 01 00 0d 00 p.......s...............~.......
ac200 c0 fb 09 00 00 00 00 00 08 00 00 00 00 00 00 00 8e 13 00 00 01 00 0d 00 b1 fc 09 00 00 00 00 00 ................................
ac220 07 00 00 00 00 00 00 00 9d 13 00 00 01 00 0d 00 6d fd 09 00 00 00 00 00 06 00 00 00 00 00 00 00 ................m...............
ac240 ab 13 00 00 01 00 0d 00 20 2c 09 00 00 00 00 00 0f 0c 00 00 00 00 00 00 d3 13 00 00 01 00 0d 00 .........,......................
ac260 67 fd 09 00 00 00 00 00 06 00 00 00 00 00 00 00 e1 13 00 00 01 00 0d 00 0a ff 09 00 00 00 00 00 g...............................
ac280 03 00 00 00 00 00 00 00 ec 13 00 00 01 00 0d 00 28 fa 09 00 00 00 00 00 0a 00 00 00 00 00 00 00 ................(...............
ac2a0 fe 13 00 00 01 00 0d 00 a0 24 09 00 00 00 00 00 7b 07 00 00 00 00 00 00 26 14 00 00 01 00 0d 00 .........$......{.......&.......
ac2c0 dc fe 09 00 00 00 00 00 04 00 00 00 00 00 00 00 32 14 00 00 01 00 0d 00 80 f6 09 00 00 00 00 00 ................2...............
ac2e0 12 00 00 00 00 00 00 00 4c 14 00 00 01 00 0d 00 18 fa 09 00 00 00 00 00 0a 00 00 00 00 00 00 00 ........L.......................
ac300 5e 14 00 00 01 00 0d 00 60 dd 07 00 00 00 00 00 75 00 00 00 00 00 00 00 87 14 00 00 01 00 0d 00 ^.......`.......u...............
ac320 b8 fb 09 00 00 00 00 00 08 00 00 00 00 00 00 00 97 14 00 00 01 00 0d 00 aa fc 09 00 00 00 00 00 ................................
ac340 07 00 00 00 00 00 00 00 a6 14 00 00 01 00 0d 00 60 11 09 00 00 00 00 00 21 13 00 00 00 00 00 00 ................`.......!.......
ac360 ce 14 00 00 01 00 0d 00 08 fa 09 00 00 00 00 00 0a 00 00 00 00 00 00 00 e0 14 00 00 01 00 0d 00 ................................
ac380 87 fe 09 00 00 00 00 00 05 00 00 00 00 00 00 00 ed 14 00 00 01 00 0d 00 90 f7 09 00 00 00 00 00 ................................
ac3a0 0f 00 00 00 00 00 00 00 04 15 00 00 01 00 0d 00 e0 00 09 00 00 00 00 00 6e 10 00 00 00 00 00 00 ........................n.......
ac3c0 2c 15 00 00 01 00 0d 00 07 ff 09 00 00 00 00 00 03 00 00 00 00 00 00 00 37 15 00 00 01 00 0d 00 ,.......................7.......
ac3e0 a3 fc 09 00 00 00 00 00 07 00 00 00 00 00 00 00 46 15 00 00 01 00 0d 00 98 fc 09 00 00 00 00 00 ................F...............
ac400 0b 00 00 00 00 00 00 00 55 15 00 00 01 00 0d 00 61 fd 09 00 00 00 00 00 06 00 00 00 00 00 00 00 ........U.......a...............
ac420 63 15 00 00 01 00 0d 00 58 f8 09 00 00 00 00 00 0e 00 00 00 00 00 00 00 78 15 00 00 01 00 0d 00 c.......X...............x.......
ac440 5b fd 09 00 00 00 00 00 06 00 00 00 00 00 00 00 86 15 00 00 01 00 0d 00 55 fd 09 00 00 00 00 00 [.......................U.......
ac460 06 00 00 00 00 00 00 00 94 15 00 00 01 00 0d 00 4f fd 09 00 00 00 00 00 06 00 00 00 00 00 00 00 ................O...............
ac480 a2 15 00 00 01 00 0d 00 82 fe 09 00 00 00 00 00 05 00 00 00 00 00 00 00 af 15 00 00 01 00 0d 00 ................................
ac4a0 7d fe 09 00 00 00 00 00 05 00 00 00 00 00 00 00 bc 15 00 00 01 00 0d 00 f8 f9 09 00 00 00 00 00 }...............................
ac4c0 0a 00 00 00 00 00 00 00 ce 15 00 00 01 00 0d 00 10 fb 09 00 00 00 00 00 09 00 00 00 00 00 00 00 ................................
ac4e0 df 15 00 00 01 00 0d 00 49 fd 09 00 00 00 00 00 06 00 00 00 00 00 00 00 ed 15 00 00 01 00 0d 00 ........I.......................
ac500 00 fb 09 00 00 00 00 00 09 00 00 00 00 00 00 00 fe 15 00 00 01 00 0d 00 f0 fa 09 00 00 00 00 00 ................................
ac520 09 00 00 00 00 00 00 00 0f 16 00 00 01 00 0d 00 58 f9 09 00 00 00 00 00 0b 00 00 00 00 00 00 00 ................X...............
ac540 22 16 00 00 01 00 0d 00 78 fe 09 00 00 00 00 00 05 00 00 00 00 00 00 00 2f 16 00 00 01 00 0d 00 ".......x.............../.......
ac560 e0 fa 09 00 00 00 00 00 09 00 00 00 00 00 00 00 40 16 00 00 01 00 0d 00 43 fd 09 00 00 00 00 00 ................@.......C.......
ac580 06 00 00 00 00 00 00 00 4e 16 00 00 01 00 0d 00 d8 fe 09 00 00 00 00 00 04 00 00 00 00 00 00 00 ........N.......................
ac5a0 5a 16 00 00 01 00 0d 00 8d fc 09 00 00 00 00 00 07 00 00 00 00 00 00 00 69 16 00 00 01 00 0d 00 Z.......................i.......
ac5c0 1c ff 09 00 00 00 00 00 02 00 00 00 00 00 00 00 73 16 00 00 01 00 0d 00 d4 fe 09 00 00 00 00 00 ................s...............
ac5e0 04 00 00 00 00 00 00 00 7f 16 00 00 01 00 0d 00 b0 fb 09 00 00 00 00 00 08 00 00 00 00 00 00 00 ................................
ac600 8f 16 00 00 01 00 0d 00 00 d6 09 00 00 00 00 00 d2 0d 00 00 00 00 00 00 b6 16 00 00 01 00 0d 00 ................................
ac620 73 fe 09 00 00 00 00 00 05 00 00 00 00 00 00 00 c3 16 00 00 01 00 0d 00 e8 f9 09 00 00 00 00 00 s...............................
ac640 0c 00 00 00 00 00 00 00 d5 16 00 00 01 00 0d 00 48 f9 09 00 00 00 00 00 0e 00 00 00 00 00 00 00 ................H...............
ac660 e8 16 00 00 01 00 0d 00 86 fc 09 00 00 00 00 00 07 00 00 00 00 00 00 00 f7 16 00 00 01 00 0d 00 ................................
ac680 00 dd 07 00 00 00 00 00 54 00 00 00 00 00 00 00 20 17 00 00 01 00 0d 00 80 f7 09 00 00 00 00 00 ........T.......................
ac6a0 10 00 00 00 00 00 00 00 37 17 00 00 01 00 0d 00 7f fc 09 00 00 00 00 00 07 00 00 00 00 00 00 00 ........7.......................
ac6c0 46 17 00 00 01 00 0d 00 6e fe 09 00 00 00 00 00 05 00 00 00 00 00 00 00 53 17 00 00 01 00 0d 00 F.......n...............S.......
ac6e0 38 f9 09 00 00 00 00 00 0b 00 00 00 00 00 00 00 66 17 00 00 01 00 0d 00 d0 fe 09 00 00 00 00 00 8...............f...............
ac700 04 00 00 00 00 00 00 00 72 17 00 00 01 00 0d 00 69 fe 09 00 00 00 00 00 05 00 00 00 00 00 00 00 ........r.......i...............
ac720 7f 17 00 00 01 00 0d 00 28 f9 09 00 00 00 00 00 0b 00 00 00 00 00 00 00 92 17 00 00 01 00 0d 00 ........(.......................
ac740 d0 fa 09 00 00 00 00 00 09 00 00 00 00 00 00 00 a3 17 00 00 01 00 0d 00 60 f4 08 00 00 00 00 00 ........................`.......
ac760 70 0c 00 00 00 00 00 00 cb 17 00 00 01 00 0d 00 d8 f9 09 00 00 00 00 00 0a 00 00 00 00 00 00 00 p...............................
ac780 dd 17 00 00 01 00 0d 00 80 e2 08 00 00 00 00 00 ce 11 00 00 00 00 00 00 05 18 00 00 01 00 0d 00 ................................
ac7a0 c8 f9 09 00 00 00 00 00 0a 00 00 00 00 00 00 00 17 18 00 00 01 00 0d 00 80 d6 08 00 00 00 00 00 ................................
ac7c0 f6 0b 00 00 00 00 00 00 3f 18 00 00 01 00 0d 00 cc fe 09 00 00 00 00 00 04 00 00 00 00 00 00 00 ........?.......................
ac7e0 4b 18 00 00 01 00 0d 00 60 fe 09 00 00 00 00 00 09 00 00 00 00 00 00 00 58 18 00 00 01 00 0d 00 K.......`...............X.......
ac800 c0 f6 09 00 00 00 00 00 11 00 00 00 00 00 00 00 71 18 00 00 01 00 0d 00 56 fe 09 00 00 00 00 00 ................q.......V.......
ac820 05 00 00 00 00 00 00 00 7e 18 00 00 01 00 0d 00 c0 dc 07 00 00 00 00 00 23 00 00 00 00 00 00 00 ........~...............#.......
ac840 a7 18 00 00 01 00 0d 00 a0 f3 09 00 00 00 00 00 1b 00 00 00 00 00 00 00 ca 18 00 00 01 00 0d 00 ................................
ac860 51 fe 09 00 00 00 00 00 05 00 00 00 00 00 00 00 d7 18 00 00 01 00 0d 00 18 f9 09 00 00 00 00 00 Q...............................
ac880 0d 00 00 00 00 00 00 00 ea 18 00 00 01 00 0d 00 a0 fb 09 00 00 00 00 00 09 00 00 00 00 00 00 00 ................................
ac8a0 fa 18 00 00 01 00 0d 00 04 ff 09 00 00 00 00 00 03 00 00 00 00 00 00 00 05 19 00 00 01 00 0d 00 ................................
ac8c0 78 f8 09 00 00 00 00 00 0c 00 00 00 00 00 00 00 19 19 00 00 01 00 0d 00 20 ca 08 00 00 00 00 00 x...............................
ac8e0 51 0c 00 00 00 00 00 00 41 19 00 00 01 00 0d 00 a0 f5 09 00 00 00 00 00 14 00 00 00 00 00 00 00 Q.......A.......................
ac900 5d 19 00 00 01 00 0d 00 20 b4 08 00 00 00 00 00 f4 15 00 00 00 00 00 00 85 19 00 00 01 00 0d 00 ]...............................
ac920 1a ff 09 00 00 00 00 00 02 00 00 00 00 00 00 00 8f 19 00 00 01 00 0d 00 48 fe 09 00 00 00 00 00 ........................H.......
ac940 09 00 00 00 00 00 00 00 9c 19 00 00 01 00 0d 00 43 fe 09 00 00 00 00 00 05 00 00 00 00 00 00 00 ................C...............
ac960 a9 19 00 00 01 00 0d 00 3e fe 09 00 00 00 00 00 05 00 00 00 00 00 00 00 b6 19 00 00 01 00 0d 00 ........>.......................
ac980 60 f6 09 00 00 00 00 00 12 00 00 00 00 00 00 00 d0 19 00 00 01 00 0d 00 a0 a6 08 00 00 00 00 00 `...............................
ac9a0 80 0d 00 00 00 00 00 00 f8 19 00 00 01 00 0d 00 48 f8 09 00 00 00 00 00 0d 00 00 00 00 00 00 00 ................H...............
ac9c0 0d 1a 00 00 01 00 0d 00 3d fd 09 00 00 00 00 00 06 00 00 00 00 00 00 00 1b 1a 00 00 01 00 0d 00 ........=.......................
ac9e0 c0 f5 09 00 00 00 00 00 17 00 00 00 00 00 00 00 36 1a 00 00 01 00 0d 00 39 fe 09 00 00 00 00 00 ................6.......9.......
aca00 05 00 00 00 00 00 00 00 43 1a 00 00 01 00 0d 00 40 f5 09 00 00 00 00 00 15 00 00 00 00 00 00 00 ........C.......@...............
aca20 60 1a 00 00 01 00 0d 00 80 9a 08 00 00 00 00 00 01 0c 00 00 00 00 00 00 88 1a 00 00 01 00 0d 00 `...............................
aca40 38 f8 09 00 00 00 00 00 0d 00 00 00 00 00 00 00 9d 1a 00 00 01 00 0d 00 00 8d 08 00 00 00 00 00 8...............................
aca60 70 0d 00 00 00 00 00 00 c5 1a 00 00 01 00 0d 00 78 fc 09 00 00 00 00 00 07 00 00 00 00 00 00 00 p...............x...............
aca80 d4 1a 00 00 01 00 0d 00 20 7d 08 00 00 00 00 00 d2 0f 00 00 00 00 00 00 fc 1a 00 00 01 00 0d 00 .........}......................
acaa0 01 ff 09 00 00 00 00 00 03 00 00 00 00 00 00 00 07 1b 00 00 01 00 0d 00 98 fb 09 00 00 00 00 00 ................................
acac0 08 00 00 00 00 00 00 00 17 1b 00 00 01 00 0d 00 37 fd 09 00 00 00 00 00 06 00 00 00 00 00 00 00 ................7...............
acae0 25 1b 00 00 01 00 0d 00 e0 7c 08 00 00 00 00 00 27 00 00 00 00 00 00 00 4d 1b 00 00 01 00 0d 00 %........|......'.......M.......
acb00 80 dc 07 00 00 00 00 00 22 00 00 00 00 00 00 00 76 1b 00 00 01 00 0d 00 28 f8 09 00 00 00 00 00 ........".......v.......(.......
acb20 0d 00 00 00 00 00 00 00 8b 1b 00 00 01 00 0d 00 80 f5 09 00 00 00 00 00 14 00 00 00 00 00 00 00 ................................
acb40 a7 1b 00 00 01 00 0d 00 c0 f4 09 00 00 00 00 00 18 00 00 00 00 00 00 00 c7 1b 00 00 01 00 0d 00 ................................
acb60 70 fc 09 00 00 00 00 00 08 00 00 00 00 00 00 00 d6 1b 00 00 01 00 0d 00 20 d5 09 00 00 00 00 00 p...............................
acb80 c2 00 00 00 00 00 00 00 fd 1b 00 00 01 00 0d 00 c0 fa 09 00 00 00 00 00 09 00 00 00 00 00 00 00 ................................
acba0 0e 1c 00 00 01 00 0d 00 18 ff 09 00 00 00 00 00 02 00 00 00 00 00 00 00 18 1c 00 00 01 00 0d 00 ................................
acbc0 a0 f4 09 00 00 00 00 00 1a 00 00 00 00 00 00 00 38 1c 00 00 01 00 0d 00 68 fc 09 00 00 00 00 00 ................8.......h.......
acbe0 07 00 00 00 00 00 00 00 47 1c 00 00 01 00 0d 00 e0 6c 08 00 00 00 00 00 f7 0f 00 00 00 00 00 00 ........G........l..............
acc00 6f 1c 00 00 01 00 0d 00 68 f8 09 00 00 00 00 00 0c 00 00 00 00 00 00 00 83 1c 00 00 01 00 0d 00 o.......h.......................
acc20 20 d0 09 00 00 00 00 00 f0 04 00 00 00 00 00 00 aa 1c 00 00 01 00 0d 00 60 fc 09 00 00 00 00 00 ........................`.......
acc40 08 00 00 00 00 00 00 00 b9 1c 00 00 01 00 0d 00 90 fb 09 00 00 00 00 00 08 00 00 00 00 00 00 00 ................................
acc60 c9 1c 00 00 01 00 0d 00 20 c6 09 00 00 00 00 00 ff 09 00 00 00 00 00 00 f0 1c 00 00 01 00 0d 00 ................................
acc80 30 f7 09 00 00 00 00 00 11 00 00 00 00 00 00 00 08 1d 00 00 01 00 0d 00 c8 fe 09 00 00 00 00 00 0...............................
acca0 04 00 00 00 00 00 00 00 14 1d 00 00 01 00 0d 00 31 fd 09 00 00 00 00 00 06 00 00 00 00 00 00 00 ................1...............
accc0 22 1d 00 00 01 00 0d 00 e0 5e 08 00 00 00 00 00 f0 0d 00 00 00 00 00 00 4a 1d 00 00 01 00 0d 00 "........^..............J.......
acce0 40 dc 07 00 00 00 00 00 23 00 00 00 00 00 00 00 73 1d 00 00 01 00 0d 00 60 f4 09 00 00 00 00 00 @.......#.......s.......`.......
acd00 1a 00 00 00 00 00 00 00 95 1d 00 00 01 00 0d 00 70 f1 09 00 00 00 00 00 1e 00 00 00 00 00 00 00 ................p...............
acd20 bb 1d 00 00 01 00 0d 00 34 fe 09 00 00 00 00 00 05 00 00 00 00 00 00 00 c8 1d 00 00 01 00 0d 00 ........4.......................
acd40 2b fd 09 00 00 00 00 00 06 00 00 00 00 00 00 00 d6 1d 00 00 01 00 0d 00 60 f2 09 00 00 00 00 00 +.......................`.......
acd60 1d 00 00 00 00 00 00 00 fb 1d 00 00 01 00 0d 00 08 f9 09 00 00 00 00 00 0f 00 00 00 00 00 00 00 ................................
acd80 0e 1e 00 00 01 00 0d 00 25 fd 09 00 00 00 00 00 06 00 00 00 00 00 00 00 1c 1e 00 00 01 00 0d 00 ........%.......................
acda0 2f fe 09 00 00 00 00 00 05 00 00 00 00 00 00 00 29 1e 00 00 01 00 0d 00 5a fc 09 00 00 00 00 00 /...............).......Z.......
acdc0 06 00 00 00 00 00 00 00 38 1e 00 00 01 00 0d 00 a0 c1 09 00 00 00 00 00 71 04 00 00 00 00 00 00 ........8...............q.......
acde0 5f 1e 00 00 01 00 0d 00 88 fb 09 00 00 00 00 00 08 00 00 00 00 00 00 00 6f 1e 00 00 01 00 0d 00 _.......................o.......
ace00 60 53 08 00 00 00 00 00 76 0b 00 00 00 00 00 00 97 1e 00 00 01 00 0d 00 1f fd 09 00 00 00 00 00 `S......v.......................
ace20 06 00 00 00 00 00 00 00 a5 1e 00 00 01 00 0d 00 60 b8 09 00 00 00 00 00 28 09 00 00 00 00 00 00 ................`.......(.......
ace40 cc 1e 00 00 01 00 0d 00 53 fc 09 00 00 00 00 00 07 00 00 00 00 00 00 00 db 1e 00 00 01 00 0d 00 ........S.......................
ace60 20 f7 09 00 00 00 00 00 10 00 00 00 00 00 00 00 f3 1e 00 00 01 00 0d 00 40 48 08 00 00 00 00 00 ........................@H......
ace80 13 0b 00 00 00 00 00 00 1b 1f 00 00 01 00 0d 00 b0 f7 09 00 00 00 00 00 0e 00 00 00 00 00 00 00 ................................
acea0 31 1f 00 00 01 00 0d 00 a0 b1 09 00 00 00 00 00 b4 06 00 00 00 00 00 00 58 1f 00 00 01 00 0d 00 1.......................X.......
acec0 a0 f6 09 00 00 00 00 00 13 00 00 00 00 00 00 00 71 1f 00 00 01 00 0d 00 2a fe 09 00 00 00 00 00 ................q.......*.......
acee0 05 00 00 00 00 00 00 00 7e 1f 00 00 01 00 0d 00 19 fd 09 00 00 00 00 00 06 00 00 00 00 00 00 00 ........~.......................
acf00 8c 1f 00 00 01 00 0d 00 13 fd 09 00 00 00 00 00 06 00 00 00 00 00 00 00 9a 1f 00 00 01 00 0d 00 ................................
acf20 b0 fa 09 00 00 00 00 00 09 00 00 00 00 00 00 00 ab 1f 00 00 01 00 0d 00 20 3e 08 00 00 00 00 00 .........................>......
acf40 20 0a 00 00 00 00 00 00 d3 1f 00 00 01 00 0d 00 48 fc 09 00 00 00 00 00 0b 00 00 00 00 00 00 00 ................H...............
acf60 e2 1f 00 00 01 00 0d 00 a9 fa 09 00 00 00 00 00 07 00 00 00 00 00 00 00 f3 1f 00 00 01 00 0d 00 ................................
acf80 80 fb 09 00 00 00 00 00 08 00 00 00 00 00 00 00 03 20 00 00 01 00 0d 00 78 fb 09 00 00 00 00 00 ........................x.......
acfa0 08 00 00 00 00 00 00 00 13 20 00 00 01 00 0d 00 18 f8 09 00 00 00 00 00 0d 00 00 00 00 00 00 00 ................................
acfc0 28 20 00 00 01 00 0d 00 a0 fa 09 00 00 00 00 00 09 00 00 00 00 00 00 00 39 20 00 00 01 00 0d 00 (.......................9.......
acfe0 0d fd 09 00 00 00 00 00 06 00 00 00 00 00 00 00 47 20 00 00 01 00 0d 00 25 fe 09 00 00 00 00 00 ................G.......%.......
ad000 05 00 00 00 00 00 00 00 54 20 00 00 01 00 0d 00 3c fc 09 00 00 00 00 00 07 00 00 00 00 00 00 00 ........T.......<...............
ad020 63 20 00 00 01 00 0d 00 07 fd 09 00 00 00 00 00 06 00 00 00 00 00 00 00 71 20 00 00 01 00 0d 00 c.......................q.......
ad040 08 f8 09 00 00 00 00 00 0d 00 00 00 00 00 00 00 86 20 00 00 01 00 0d 00 20 fe 09 00 00 00 00 00 ................................
ad060 05 00 00 00 00 00 00 00 93 20 00 00 01 00 0d 00 20 af 09 00 00 00 00 00 77 02 00 00 00 00 00 00 ........................w.......
ad080 ba 20 00 00 01 00 0d 00 40 f6 09 00 00 00 00 00 12 00 00 00 00 00 00 00 d4 20 00 00 01 00 0d 00 ........@.......................
ad0a0 b8 f9 09 00 00 00 00 00 0a 00 00 00 00 00 00 00 e6 20 00 00 01 00 0d 00 e0 3d 08 00 00 00 00 00 .........................=......
ad0c0 40 00 00 00 00 00 00 00 0e 21 00 00 01 00 0d 00 01 fd 09 00 00 00 00 00 06 00 00 00 00 00 00 00 @........!......................
ad0e0 1c 21 00 00 01 00 0d 00 70 fb 09 00 00 00 00 00 08 00 00 00 00 00 00 00 2c 21 00 00 01 00 0d 00 .!......p...............,!......
ad100 60 aa 09 00 00 00 00 00 b0 04 00 00 00 00 00 00 53 21 00 00 01 00 0d 00 1b fe 09 00 00 00 00 00 `...............S!..............
ad120 05 00 00 00 00 00 00 00 60 21 00 00 01 00 0d 00 fb fc 09 00 00 00 00 00 06 00 00 00 00 00 00 00 ........`!......................
ad140 6e 21 00 00 01 00 0d 00 a8 f9 09 00 00 00 00 00 0a 00 00 00 00 00 00 00 80 21 00 00 01 00 0d 00 n!.......................!......
ad160 16 fe 09 00 00 00 00 00 05 00 00 00 00 00 00 00 8d 21 00 00 01 00 0d 00 11 fe 09 00 00 00 00 00 .................!..............
ad180 05 00 00 00 00 00 00 00 9a 21 00 00 01 00 0d 00 08 fe 09 00 00 00 00 00 09 00 00 00 00 00 00 00 .........!......................
ad1a0 a7 21 00 00 01 00 0d 00 fe fd 09 00 00 00 00 00 05 00 00 00 00 00 00 00 b4 21 00 00 01 00 0d 00 .!.......................!......
ad1c0 f8 f8 09 00 00 00 00 00 0b 00 00 00 00 00 00 00 c7 21 00 00 01 00 0d 00 10 f7 09 00 00 00 00 00 .................!..............
ad1e0 10 00 00 00 00 00 00 00 df 21 00 00 01 00 0d 00 00 a0 09 00 00 00 00 00 41 0a 00 00 00 00 00 00 .........!..............A.......
ad200 06 22 00 00 01 00 0d 00 20 f5 09 00 00 00 00 00 15 00 00 00 00 00 00 00 23 22 00 00 01 00 0d 00 ."......................#"......
ad220 c0 9b 09 00 00 00 00 00 36 04 00 00 00 00 00 00 4a 22 00 00 01 00 0d 00 70 f7 09 00 00 00 00 00 ........6.......J"......p.......
ad240 0f 00 00 00 00 00 00 00 61 22 00 00 01 00 0d 00 a0 90 09 00 00 00 00 00 1f 0b 00 00 00 00 00 00 ........a"......................
ad260 88 22 00 00 01 00 0d 00 00 f7 09 00 00 00 00 00 10 00 00 00 00 00 00 00 a0 22 00 00 01 00 0d 00 ."......................."......
ad280 20 88 09 00 00 00 00 00 7a 08 00 00 00 00 00 00 c7 22 00 00 01 00 0d 00 e8 f8 09 00 00 00 00 00 ........z........"..............
ad2a0 0b 00 00 00 00 00 00 00 da 22 00 00 01 00 0d 00 40 2c 08 00 00 00 00 00 82 11 00 00 00 00 00 00 ........."......@,..............
ad2c0 02 23 00 00 01 00 0d 00 f5 fc 09 00 00 00 00 00 06 00 00 00 00 00 00 00 10 23 00 00 01 00 0d 00 .#.......................#......
ad2e0 50 f1 09 00 00 00 00 00 1f 00 00 00 00 00 00 00 36 23 00 00 01 00 0d 00 00 2c 08 00 00 00 00 00 P...............6#.......,......
ad300 21 00 00 00 00 00 00 00 5e 23 00 00 01 00 0d 00 c0 fe 09 00 00 00 00 00 08 00 00 00 00 00 00 00 !.......^#......................
ad320 6a 23 00 00 01 00 0d 00 68 fb 09 00 00 00 00 00 08 00 00 00 00 00 00 00 7a 23 00 00 01 00 0d 00 j#......h...............z#......
ad340 90 fa 09 00 00 00 00 00 09 00 00 00 00 00 00 00 8b 23 00 00 01 00 0d 00 bb fe 09 00 00 00 00 00 .................#..............
ad360 04 00 00 00 00 00 00 00 97 23 00 00 01 00 0d 00 e0 f6 09 00 00 00 00 00 16 00 00 00 00 00 00 00 .........#......................
ad380 af 23 00 00 01 00 0d 00 20 2b 08 00 00 00 00 00 d8 00 00 00 00 00 00 00 d7 23 00 00 01 00 0d 00 .#.......+...............#......
ad3a0 b7 fe 09 00 00 00 00 00 04 00 00 00 00 00 00 00 e3 23 00 00 01 00 0d 00 f9 fd 09 00 00 00 00 00 .................#..............
ad3c0 05 00 00 00 00 00 00 00 f0 23 00 00 01 00 0d 00 f0 fd 09 00 00 00 00 00 09 00 00 00 00 00 00 00 .........#......................
ad3e0 fd 23 00 00 01 00 0d 00 60 fb 09 00 00 00 00 00 08 00 00 00 00 00 00 00 0d 24 00 00 01 00 0d 00 .#......`................$......
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ad420 53 05 00 00 00 00 00 00 41 24 00 00 01 00 0d 00 d8 f8 09 00 00 00 00 00 0b 00 00 00 00 00 00 00 S.......A$......................
ad440 54 24 00 00 01 00 0d 00 20 1b 08 00 00 00 00 00 8c 0a 00 00 00 00 00 00 7c 24 00 00 01 00 0d 00 T$......................|$......
ad460 e7 fd 09 00 00 00 00 00 05 00 00 00 00 00 00 00 89 24 00 00 01 00 0d 00 fd fe 09 00 00 00 00 00 .................$..............
ad480 04 00 00 00 00 00 00 00 94 24 00 00 01 00 0d 00 35 fc 09 00 00 00 00 00 07 00 00 00 00 00 00 00 .........$......5...............
ad4a0 a3 24 00 00 01 00 0d 00 2e fc 09 00 00 00 00 00 07 00 00 00 00 00 00 00 b2 24 00 00 01 00 0d 00 .$.......................$......
ad4c0 27 fc 09 00 00 00 00 00 07 00 00 00 00 00 00 00 c1 24 00 00 01 00 0d 00 ef fc 09 00 00 00 00 00 '................$..............
ad4e0 06 00 00 00 00 00 00 00 cf 24 00 00 01 00 0d 00 58 fb 09 00 00 00 00 00 08 00 00 00 00 00 00 00 .........$......X...............
ad500 df 24 00 00 01 00 0d 00 00 0d 08 00 00 00 00 00 1f 0e 00 00 00 00 00 00 07 25 00 00 01 00 0d 00 .$.......................%......
ad520 20 fc 09 00 00 00 00 00 07 00 00 00 00 00 00 00 16 25 00 00 01 00 0d 00 19 fc 09 00 00 00 00 00 .................%..............
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ad560 36 25 00 00 01 00 0d 00 e0 ff 07 00 00 00 00 00 03 0d 00 00 00 00 00 00 5e 25 00 00 01 00 0d 00 6%......................^%......
ad580 e2 fd 09 00 00 00 00 00 05 00 00 00 00 00 00 00 6b 25 00 00 01 00 0d 00 a0 7c 09 00 00 00 00 00 ................k%.......|......
ad5a0 6b 0b 00 00 00 00 00 00 92 25 00 00 01 00 0d 00 dd fd 09 00 00 00 00 00 05 00 00 00 00 00 00 00 k........%......................
ad5c0 9f 25 00 00 01 00 0d 00 70 fa 09 00 00 00 00 00 09 00 00 00 00 00 00 00 b0 25 00 00 01 00 0d 00 .%......p................%......
ad5e0 50 fb 09 00 00 00 00 00 08 00 00 00 00 00 00 00 c0 25 00 00 01 00 0d 00 e0 f1 07 00 00 00 00 00 P................%..............
ad600 ee 0d 00 00 00 00 00 00 e8 25 00 00 01 00 0d 00 98 f9 09 00 00 00 00 00 0a 00 00 00 00 00 00 00 .........%......................
ad620 fa 25 00 00 01 00 0d 00 16 ff 09 00 00 00 00 00 02 00 00 00 00 00 00 00 04 26 00 00 01 00 0d 00 .%.......................&......
ad640 00 dc 07 00 00 00 00 00 2f 00 00 00 00 00 00 00 2d 26 00 00 01 00 0d 00 60 f5 09 00 00 00 00 00 ......../.......-&......`.......
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ad680 57 26 00 00 01 00 0d 00 d8 fd 09 00 00 00 00 00 05 00 00 00 00 00 00 00 64 26 00 00 01 00 0d 00 W&......................d&......
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