Mercurial > hg > camir-aes2014

annotate toolboxes/FullBNT-1.0.7/nethelp3.3/gpunpak.htm @ 0:e9a9cd732c1e tip

Find changesets by keywords (author, files, the commit message), revision number or hash, or revset expression.
first hg version after svn
author wolffd
date Tue, 10 Feb 2015 15:05:51 +0000
parents
children
rev   line source
wolffd@0 1 <html>
wolffd@0 2 <head>
wolffd@0 3 <title>
wolffd@0 4 Netlab Reference Manual gpunpak
wolffd@0 5 </title>
wolffd@0 6 </head>
wolffd@0 7 <body>
wolffd@0 8 <H1> gpunpak
wolffd@0 9 </H1>
wolffd@0 10 <h2>
wolffd@0 11 Purpose
wolffd@0 12 </h2>
wolffd@0 13 Separates hyperparameter vector into components.
wolffd@0 14
wolffd@0 15 <p><h2>
wolffd@0 16 Synopsis
wolffd@0 17 </h2>
wolffd@0 18 <PRE>
wolffd@0 19 net = gpunpak(net, hp)
wolffd@0 20 </PRE>
wolffd@0 21
wolffd@0 22
wolffd@0 23 <p><h2>
wolffd@0 24 Description
wolffd@0 25 </h2>
wolffd@0 26 <CODE>net = gpunpak(net, hp)</CODE> takes an Gaussian Process data structure <CODE>net</CODE> and
wolffd@0 27 a hyperparameter vector <CODE>hp</CODE>, and returns a Gaussian Process data structure
wolffd@0 28 identical to
wolffd@0 29 the input model, except that the covariance bias
wolffd@0 30 <CODE>bias</CODE>, output noise <CODE>noise</CODE>, the input weight vector
wolffd@0 31 <CODE>inweights</CODE> and the vector of covariance function specific parameters
wolffd@0 32 <CODE>fpar</CODE> have all
wolffd@0 33 been set to the corresponding elements of <CODE>hp</CODE>.
wolffd@0 34
wolffd@0 35 <p><h2>
wolffd@0 36 See Also
wolffd@0 37 </h2>
wolffd@0 38 <CODE><a href="gp.htm">gp</a></CODE>, <CODE><a href="gppak.htm">gppak</a></CODE>, <CODE><a href="gpfwd.htm">gpfwd</a></CODE>, <CODE><a href="gperr.htm">gperr</a></CODE>, <CODE><a href="gpgrad.htm">gpgrad</a></CODE><hr>
wolffd@0 39 <b>Pages:</b>
wolffd@0 40 <a href="index.htm">Index</a>
wolffd@0 41 <hr>
wolffd@0 42 <p>Copyright (c) Ian T Nabney (1996-9)
wolffd@0 43
wolffd@0 44
wolffd@0 45 </body>
wolffd@0 46 </html>