<!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="next" href="Gpr_interfaces.Sigs.Deriv.Deriv.html"> <link rel="Up" href="Gpr_interfaces.Sigs.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.Sigs.Deriv.Eval</title> </head> <body> <div class="navbar"> <a class="up" href="Gpr_interfaces.Sigs.Deriv.html" title="Gpr_interfaces.Sigs.Deriv">Up</a> <a class="post" href="Gpr_interfaces.Sigs.Deriv.Deriv.html" title="Gpr_interfaces.Sigs.Deriv.Deriv">Next</a> </div> <h1>Module <a href="type_Gpr_interfaces.Sigs.Deriv.Eval.html">Gpr_interfaces.Sigs.Deriv.Eval</a></h1> <pre><span class="keyword">module</span> Eval: <code class="type"><a href="Gpr_interfaces.Sigs.Eval.html">Gpr_interfaces.Sigs.Eval</a></code><code class="type"> </code></pre><div class="info module top"> Sub-modules for learning without derivatives.<br> </div> <hr width="100%"> <pre><span class="keyword">module</span> <a href="Gpr_interfaces.Sigs.Eval.Spec.html">Spec</a>: <code class="type"><a href="Gpr_interfaces.Specs.Eval.html">Gpr_interfaces.Specs.Eval</a></code><code class="type"> </code></pre><div class="info"> Specification of covariance function </div> <pre><span class="keyword">module</span> <a href="Gpr_interfaces.Sigs.Eval.Inducing.html">Inducing</a>: <code class="code">sig</code> <a href="Gpr_interfaces.Sigs.Eval.Inducing.html">..</a> <code class="code">end</code></pre><div class="info"> Evaluating inducing inputs </div> <pre><span class="keyword">module</span> <a href="Gpr_interfaces.Sigs.Eval.Input.html">Input</a>: <code class="code">sig</code> <a href="Gpr_interfaces.Sigs.Eval.Input.html">..</a> <code class="code">end</code></pre><div class="info"> Evaluating single inputs </div> <pre><span class="keyword">module</span> <a href="Gpr_interfaces.Sigs.Eval.Inputs.html">Inputs</a>: <code class="code">sig</code> <a href="Gpr_interfaces.Sigs.Eval.Inputs.html">..</a> <code class="code">end</code></pre><div class="info"> Evaluating (multiple) inputs </div> <pre><span class="keyword">module</span> <a href="Gpr_interfaces.Sigs.Eval.Model.html">Model</a>: <code class="code">sig</code> <a href="Gpr_interfaces.Sigs.Eval.Model.html">..</a> <code class="code">end</code></pre><div class="info"> (Untrained) model - does not require targets </div> <pre><span class="keyword">module</span> <a href="Gpr_interfaces.Sigs.Eval.Trained.html">Trained</a>: <code class="code">sig</code> <a href="Gpr_interfaces.Sigs.Eval.Trained.html">..</a> <code class="code">end</code></pre><div class="info"> Trained model - requires targets </div> <pre><span class="keyword">module</span> <a href="Gpr_interfaces.Sigs.Eval.Stats.html">Stats</a>: <code class="code">sig</code> <a href="Gpr_interfaces.Sigs.Eval.Stats.html">..</a> <code class="code">end</code></pre><div class="info"> Statistics derived from trained models </div> <pre><span class="keyword">module</span> <a href="Gpr_interfaces.Sigs.Eval.Mean_predictor.html">Mean_predictor</a>: <code class="code">sig</code> <a href="Gpr_interfaces.Sigs.Eval.Mean_predictor.html">..</a> <code class="code">end</code></pre><div class="info"> Module for making mean predictions </div> <pre><span class="keyword">module</span> <a href="Gpr_interfaces.Sigs.Eval.Mean.html">Mean</a>: <code class="code">sig</code> <a href="Gpr_interfaces.Sigs.Eval.Mean.html">..</a> <code class="code">end</code></pre><div class="info"> Posterior mean for a single input </div> <pre><span class="keyword">module</span> <a href="Gpr_interfaces.Sigs.Eval.Means.html">Means</a>: <code class="code">sig</code> <a href="Gpr_interfaces.Sigs.Eval.Means.html">..</a> <code class="code">end</code></pre><div class="info"> Posterior means for (multiple) inputs </div> <pre><span class="keyword">module</span> <a href="Gpr_interfaces.Sigs.Eval.Co_variance_predictor.html">Co_variance_predictor</a>: <code class="code">sig</code> <a href="Gpr_interfaces.Sigs.Eval.Co_variance_predictor.html">..</a> <code class="code">end</code></pre><div class="info"> Module for making (co-)variance predictions </div> <pre><span class="keyword">module</span> <a href="Gpr_interfaces.Sigs.Eval.Variance.html">Variance</a>: <code class="code">sig</code> <a href="Gpr_interfaces.Sigs.Eval.Variance.html">..</a> <code class="code">end</code></pre><div class="info"> Posterior variance for a single input </div> <pre><span class="keyword">module</span> <a href="Gpr_interfaces.Sigs.Eval.Variances.html">Variances</a>: <code class="code">sig</code> <a href="Gpr_interfaces.Sigs.Eval.Variances.html">..</a> <code class="code">end</code></pre><div class="info"> Posterior variances for (multiple) inputs </div> <pre><span class="keyword">module</span> <a href="Gpr_interfaces.Sigs.Eval.Covariances.html">Covariances</a>: <code class="code">sig</code> <a href="Gpr_interfaces.Sigs.Eval.Covariances.html">..</a> <code class="code">end</code></pre><div class="info"> Posterior covariances </div> <pre><span class="keyword">module</span> <a href="Gpr_interfaces.Sigs.Eval.Sampler.html">Sampler</a>: <code class="code">sig</code> <a href="Gpr_interfaces.Sigs.Eval.Sampler.html">..</a> <code class="code">end</code></pre><div class="info"> Module for sampling single points from the posterior distribution </div> <pre><span class="keyword">module</span> <a href="Gpr_interfaces.Sigs.Eval.Cov_sampler.html">Cov_sampler</a>: <code class="code">sig</code> <a href="Gpr_interfaces.Sigs.Eval.Cov_sampler.html">..</a> <code class="code">end</code></pre><div class="info"> Module for sampling (multiple) points from the posterior distribution accounting for their covariance </div> </body></html>