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comparison toolboxes/FullBNT-1.0.7/nethelp3.3/gpunpak.htm @ 0:e9a9cd732c1e tip
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| author | wolffd |
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| date | Tue, 10 Feb 2015 15:05:51 +0000 |
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| 1 <html> | |
| 2 <head> | |
| 3 <title> | |
| 4 Netlab Reference Manual gpunpak | |
| 5 </title> | |
| 6 </head> | |
| 7 <body> | |
| 8 <H1> gpunpak | |
| 9 </H1> | |
| 10 <h2> | |
| 11 Purpose | |
| 12 </h2> | |
| 13 Separates hyperparameter vector into components. | |
| 14 | |
| 15 <p><h2> | |
| 16 Synopsis | |
| 17 </h2> | |
| 18 <PRE> | |
| 19 net = gpunpak(net, hp) | |
| 20 </PRE> | |
| 21 | |
| 22 | |
| 23 <p><h2> | |
| 24 Description | |
| 25 </h2> | |
| 26 <CODE>net = gpunpak(net, hp)</CODE> takes an Gaussian Process data structure <CODE>net</CODE> and | |
| 27 a hyperparameter vector <CODE>hp</CODE>, and returns a Gaussian Process data structure | |
| 28 identical to | |
| 29 the input model, except that the covariance bias | |
| 30 <CODE>bias</CODE>, output noise <CODE>noise</CODE>, the input weight vector | |
| 31 <CODE>inweights</CODE> and the vector of covariance function specific parameters | |
| 32 <CODE>fpar</CODE> have all | |
| 33 been set to the corresponding elements of <CODE>hp</CODE>. | |
| 34 | |
| 35 <p><h2> | |
| 36 See Also | |
| 37 </h2> | |
| 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> | |
| 39 <b>Pages:</b> | |
| 40 <a href="index.htm">Index</a> | |
| 41 <hr> | |
| 42 <p>Copyright (c) Ian T Nabney (1996-9) | |
| 43 | |
| 44 | |
| 45 </body> | |
| 46 </html> |