<!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.Sigs.Eval.Spec.html"> <link rel="next" href="Gpr_interfaces.Sigs.Eval.Input.html"> <link rel="Up" href="Gpr_interfaces.Sigs.Eval.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.Eval.Inducing</title> </head> <body> <div class="navbar"><a class="pre" href="Gpr_interfaces.Sigs.Eval.Spec.html" title="Gpr_interfaces.Sigs.Eval.Spec">Previous</a> <a class="up" href="Gpr_interfaces.Sigs.Eval.html" title="Gpr_interfaces.Sigs.Eval">Up</a> <a class="post" href="Gpr_interfaces.Sigs.Eval.Input.html" title="Gpr_interfaces.Sigs.Eval.Input">Next</a> </div> <h1>Module <a href="type_Gpr_interfaces.Sigs.Eval.Inducing.html">Gpr_interfaces.Sigs.Eval.Inducing</a></h1> <pre><span class="keyword">module</span> Inducing: <code class="code">sig</code> <a href="Gpr_interfaces.Sigs.Eval.Inducing.html">..</a> <code class="code">end</code></pre><div class="info module top"> Evaluating inducing inputs<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 inducing inputs<br> </div> <pre><span id="VALchoose_n_first_inputs"><span class="keyword">val</span> choose_n_first_inputs</span> : <code class="type">Spec.Kernel.t -> Spec.Inputs.t -> n_inducing:int -> Spec.Inducing.t</code></pre><div class="info "> <code class="code">choose_n_first_inputs kernel inputs ~n_inducing</code><br> <b>Returns</b> the first <code class="code">n_inducing</code> inputs in <code class="code">inputs</code> as inducing points given <code class="code">kernel</code>.<br> </div> <pre><span id="VALchoose_n_random_inputs"><span class="keyword">val</span> choose_n_random_inputs</span> : <code class="type">?rnd_state:Core.Std.Random.State.t -><br> Spec.Kernel.t -> Spec.Inputs.t -> n_inducing:int -> Spec.Inducing.t</code></pre><div class="info "> <code class="code">choose_n_random_inputs ?rnd_state kernel inputs ~n_inducing</code><br> <b>Returns</b> <code class="code">n_inducing</code> random inputs in <code class="code">inputs</code> as inducing points given <code class="code">kernel</code> and (optional) random state <code class="code">rnd_state</code>.<br> </div> <div class="param_info"><code class="code">rnd_state</code> : default = default used by the Random module</div> <pre><span id="VALcalc"><span class="keyword">val</span> calc</span> : <code class="type">Spec.Kernel.t -> Spec.Inducing.t -> <a href="Gpr_interfaces.Sigs.Eval.Inducing.html#TYPEt">t</a></code></pre><div class="info "> <code class="code">calc kernel inducing_points</code><br> <b>Returns</b> inducing inputs (= precomputed data) prepared using <code class="code">inducing_points</code> and <code class="code">kernel</code>.<br> </div> <pre><span id="VALget_points"><span class="keyword">val</span> get_points</span> : <code class="type"><a href="Gpr_interfaces.Sigs.Eval.Inducing.html#TYPEt">t</a> -> Spec.Inducing.t</code></pre><div class="info "> <code class="code">get_points kernel inducing</code><br> <b>Returns</b> inducing points associated with the prepared <code class="code">inducing</code> inputs.<br> </div> </body></html>