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Diffstat (limited to 'sourcecodes/bnt-master/BNT/examples/dynamic/water1.m')
| -rw-r--r-- | sourcecodes/bnt-master/BNT/examples/dynamic/water1.m | 20 |
1 files changed, 20 insertions, 0 deletions
diff --git a/sourcecodes/bnt-master/BNT/examples/dynamic/water1.m b/sourcecodes/bnt-master/BNT/examples/dynamic/water1.m new file mode 100644 index 00000000..7dcf205f --- /dev/null +++ b/sourcecodes/bnt-master/BNT/examples/dynamic/water1.m @@ -0,0 +1,20 @@ +% Compare the speeds of various inference engines on the water DBN +seed = 0; +rand('state', seed); +randn('state', seed); + +bnet = mk_water_dbn; + +T = 3; +engine = {}; +engine{end+1} = smoother_engine(jtree_2TBN_inf_engine(bnet)); +engine{end+1} = smoother_engine(hmm_2TBN_inf_engine(bnet)); +engine{end+1} = jtree_dbn_inf_engine(bnet); +engine{end+1} = jtree_unrolled_dbn_inf_engine(bnet, T); + +%engine{end+1} = bk_inf_engine(bnet, 'ff', onodes); +%engine{end+1} = bk_inf_engine(bnet, { [1 2], [3 4 5 6], [7 8] }, onodes); + +inf_time = cmp_inference_dbn(bnet, engine, T) +learning_time = cmp_learning_dbn(bnet, engine, T) + |