<!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN"> <html> <head> <link rel="stylesheet" href="style.css" type="text/css"> <meta content="text/html; charset=iso-8859-1" http-equiv="Content-Type"> <link rel="Start" href="index.html"> <link rel="previous" href="Gpr_interfaces.Specs.Deriv.Eval.html"> <link rel="next" href="Gpr_interfaces.Specs.Deriv.Inducing.html"> <link rel="Up" href="Gpr_interfaces.Specs.Deriv.html"> <link title="Index of types" rel=Appendix href="index_types.html"> <link title="Index of exceptions" rel=Appendix href="index_exceptions.html"> <link title="Index of values" rel=Appendix href="index_values.html"> <link title="Index of modules" rel=Appendix href="index_modules.html"> <link title="Index of module types" rel=Appendix href="index_module_types.html"> <link title="Gpr" rel="Chapter" href="Gpr.html"> <link title="Gpr_interfaces" rel="Chapter" href="Gpr_interfaces.html"> <link title="Gpr_utils" rel="Chapter" href="Gpr_utils.html"> <link title="Gpr_block_diag" rel="Chapter" href="Gpr_block_diag.html"> <link title="Gpr_cov_const" rel="Chapter" href="Gpr_cov_const.html"> <link title="Gpr_cov_lin_ard" rel="Chapter" href="Gpr_cov_lin_ard.html"> <link title="Gpr_cov_lin_one" rel="Chapter" href="Gpr_cov_lin_one.html"> <link title="Gpr_cov_se_iso" rel="Chapter" href="Gpr_cov_se_iso.html"> <link title="Gpr_cov_se_fat" rel="Chapter" href="Gpr_cov_se_fat.html"> <link title="Gpr_fitc_gp" rel="Chapter" href="Gpr_fitc_gp.html"> <link title="Gpr_version" rel="Chapter" href="Gpr_version.html"><title>Gpr_interfaces.Specs.Deriv.Hyper</title> </head> <body> <div class="navbar"><a class="pre" href="Gpr_interfaces.Specs.Deriv.Eval.html" title="Gpr_interfaces.Specs.Deriv.Eval">Previous</a> <a class="up" href="Gpr_interfaces.Specs.Deriv.html" title="Gpr_interfaces.Specs.Deriv">Up</a> <a class="post" href="Gpr_interfaces.Specs.Deriv.Inducing.html" title="Gpr_interfaces.Specs.Deriv.Inducing">Next</a> </div> <h1>Module <a href="type_Gpr_interfaces.Specs.Deriv.Hyper.html">Gpr_interfaces.Specs.Deriv.Hyper</a></h1> <pre><span class="keyword">module</span> Hyper: <code class="code">sig</code> <a href="Gpr_interfaces.Specs.Deriv.Hyper.html">..</a> <code class="code">end</code></pre><div class="info module top"> Hyper parameters that have derivatives<br> </div> <hr width="100%"> <pre><span id="TYPEt"><span class="keyword">type</span> <code class="type"></code>t</span> </pre> <div class="info "> Type of hyper parameter<br> </div> <pre><span id="VALget_all"><span class="keyword">val</span> get_all</span> : <code class="type">Eval.Kernel.t -><br> <a href="Gpr_interfaces.Specs.Eval.Inducing.html#TYPEt">Gpr_interfaces.Specs.Eval.Inducing.t</a> -><br> <a href="Gpr_interfaces.Specs.Eval.Inputs.html#TYPEt">Gpr_interfaces.Specs.Eval.Inputs.t</a> -><br> <a href="Gpr_interfaces.Specs.Deriv.Hyper.html#TYPEt">t</a> array</code></pre><div class="info "> <code class="code">get_all kernel inducing inputs</code><br> <b>Returns</b> array of all hyper parameters of <code class="code">kernel</code> and/or (<code class="code">inducing</code>) <code class="code">inputs</code> for which derivatives can be computed.<br> </div> <pre><span id="VALget_value"><span class="keyword">val</span> get_value</span> : <code class="type">Eval.Kernel.t -><br> <a href="Gpr_interfaces.Specs.Eval.Inducing.html#TYPEt">Gpr_interfaces.Specs.Eval.Inducing.t</a> -><br> <a href="Gpr_interfaces.Specs.Eval.Inputs.html#TYPEt">Gpr_interfaces.Specs.Eval.Inputs.t</a> -><br> <a href="Gpr_interfaces.Specs.Deriv.Hyper.html#TYPEt">t</a> -> float</code></pre><div class="info "> <code class="code">get_value kernel inducing inputs hyper</code><br> <b>Returns</b> value of hyper parameter <code class="code">hyper</code> of <code class="code">kernel</code> and/or (<code class="code">inducing</code>) <code class="code">inputs</code>.<br> </div> <pre><span id="VALset_values"><span class="keyword">val</span> set_values</span> : <code class="type">Eval.Kernel.t -><br> <a href="Gpr_interfaces.Specs.Eval.Inducing.html#TYPEt">Gpr_interfaces.Specs.Eval.Inducing.t</a> -><br> <a href="Gpr_interfaces.Specs.Eval.Inputs.html#TYPEt">Gpr_interfaces.Specs.Eval.Inputs.t</a> -><br> <a href="Gpr_interfaces.Specs.Deriv.Hyper.html#TYPEt">t</a> array -><br> Lacaml.D.vec -><br> Eval.Kernel.t * <a href="Gpr_interfaces.Specs.Eval.Inducing.html#TYPEt">Gpr_interfaces.Specs.Eval.Inducing.t</a> *<br> <a href="Gpr_interfaces.Specs.Eval.Inputs.html#TYPEt">Gpr_interfaces.Specs.Eval.Inputs.t</a></code></pre><div class="info "> <code class="code">set_values kernel inducing inputs hypers values</code><br> <b>Returns</b> triple of <code class="code">(kernel, inducing, inputs)</code> in which <code class="code">hypers</code> have been substituted with <code class="code">values</code> position-wise.<br> </div> </body></html>