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| author | ziejd2 | 2018-03-14 23:23:33 -0500 |
|---|---|---|
| committer | GitHub | 2018-03-14 23:23:33 -0500 |
| commit | 1ff6baa44e22b91eefb48aea6f3befa078c0489b (patch) | |
| tree | e0fd79d2e32fd2aedda2eadaed0f19af3514c520 /sourcecodes/bnt-master/nethelp3.3/demhmc2.htm | |
| parent | 6882395afdadf4e982b25b5215071a0932730950 (diff) | |
| parent | c80226899f5cdd9f11c163817d59445213f5bef0 (diff) | |
| download | BNW-1ff6baa44e22b91eefb48aea6f3befa078c0489b.tar.gz | |
Merge pull request #1 from ziejd2/octave_php_separate
Octave php separate
Diffstat (limited to 'sourcecodes/bnt-master/nethelp3.3/demhmc2.htm')
| -rw-r--r-- | sourcecodes/bnt-master/nethelp3.3/demhmc2.htm | 45 |
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diff --git a/sourcecodes/bnt-master/nethelp3.3/demhmc2.htm b/sourcecodes/bnt-master/nethelp3.3/demhmc2.htm new file mode 100644 index 00000000..b5657cbe --- /dev/null +++ b/sourcecodes/bnt-master/nethelp3.3/demhmc2.htm @@ -0,0 +1,45 @@ +<html> +<head> +<title> +Netlab Reference Manual demhmc2 +</title> +</head> +<body> +<H1> demhmc2 +</H1> +<h2> +Purpose +</h2> +Demonstrate Bayesian regression with Hybrid Monte Carlo sampling. + +<p><h2> +Synopsis +</h2> +<PRE> +demhmc2</PRE> + + +<p><h2> +Description +</h2> +The problem consists of one input variable <CODE>x</CODE> and one target variable +<CODE>t</CODE> with data generated by sampling <CODE>x</CODE> at equal intervals and then +generating target data by computing <CODE>sin(2*pi*x)</CODE> and adding Gaussian +noise. The model is a 2-layer network with linear outputs, and the hybrid Monte +Carlo algorithm (without persistence) is used to sample from the posterior +distribution of the weights. The graph shows the underlying function, +100 samples from the function given by the posterior distribution of the +weights, and the average prediction (weighted by the posterior probabilities). + +<p><h2> +See Also +</h2> +<CODE><a href="demhmc3.htm">demhmc3</a></CODE>, <CODE><a href="hmc.htm">hmc</a></CODE>, <CODE><a href="mlp.htm">mlp</a></CODE>, <CODE><a href="mlperr.htm">mlperr</a></CODE>, <CODE><a href="mlpgrad.htm">mlpgrad</a></CODE><hr> +<b>Pages:</b> +<a href="index.htm">Index</a> +<hr> +<p>Copyright (c) Ian T Nabney (1996-9) + + +</body> +</html> \ No newline at end of file |