<!doctype html>
<html class="no-js" lang="en" data-content_root="./">
<head><meta charset="utf-8"/>
<meta name="viewport" content="width=device-width,initial-scale=1"/>
<meta name="color-scheme" content="light dark"><link rel="index" title="Index" href="genindex.html" /><link rel="search" title="Search" href="#" />
<!-- Generated with Sphinx 7.3.7 and Furo 2023.09.10 --><title>Search - bayesvalidrox 1.0.0 documentation</title><link rel="stylesheet" type="text/css" href="_static/pygments.css?v=362ab14a" />
<link rel="stylesheet" type="text/css" href="_static/styles/furo.css?v=135e06be" />
<link rel="stylesheet" type="text/css" href="_static/styles/furo-extensions.css?v=36a5483c" />
<link rel="stylesheet" type="text/css" href="_static/custom.css?v=3c2b257a" />
<style>
body {
--color-code-background: #f8f8f8;
--color-code-foreground: black;
--color-brand-primary: #5663a1;
--color-brand-content: #5663a1;
}
@media not print {
body[data-theme="dark"] {
--color-code-background: #202020;
--color-code-foreground: #d0d0d0;
--color-brand-primary: #9bb4e3;
--color-brand-content: #9bb4e3;
}
@media (prefers-color-scheme: dark) {
body:not([data-theme="light"]) {
--color-code-background: #202020;
--color-code-foreground: #d0d0d0;
--color-brand-primary: #9bb4e3;
--color-brand-content: #9bb4e3;
}
}
}
</style></head>
<body>
<script>
document.body.dataset.theme = localStorage.getItem("theme") || "auto";
</script>
<svg xmlns="http://www.w3.org/2000/svg" style="display: none;">
<symbol id="svg-toc" viewBox="0 0 24 24">
<title>Contents</title>
<svg stroke="currentColor" fill="currentColor" stroke-width="0" viewBox="0 0 1024 1024">
<path d="M408 442h480c4.4 0 8-3.6 8-8v-56c0-4.4-3.6-8-8-8H408c-4.4 0-8 3.6-8 8v56c0 4.4 3.6 8 8 8zm-8 204c0 4.4 3.6 8 8 8h480c4.4 0 8-3.6 8-8v-56c0-4.4-3.6-8-8-8H408c-4.4 0-8 3.6-8 8v56zm504-486H120c-4.4 0-8 3.6-8 8v56c0 4.4 3.6 8 8 8h784c4.4 0 8-3.6 8-8v-56c0-4.4-3.6-8-8-8zm0 632H120c-4.4 0-8 3.6-8 8v56c0 4.4 3.6 8 8 8h784c4.4 0 8-3.6 8-8v-56c0-4.4-3.6-8-8-8zM115.4 518.9L271.7 642c5.8 4.6 14.4.5 14.4-6.9V388.9c0-7.4-8.5-11.5-14.4-6.9L115.4 505.1a8.74 8.74 0 0 0 0 13.8z"/>
</svg>
</symbol>
<symbol id="svg-menu" viewBox="0 0 24 24">
<title>Menu</title>
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" fill="none" stroke="currentColor"
stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="feather-menu">
<line x1="3" y1="12" x2="21" y2="12"></line>
<line x1="3" y1="6" x2="21" y2="6"></line>
<line x1="3" y1="18" x2="21" y2="18"></line>
</svg>
</symbol>
<symbol id="svg-arrow-right" viewBox="0 0 24 24">
<title>Expand</title>
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" fill="none" stroke="currentColor"
stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="feather-chevron-right">
<polyline points="9 18 15 12 9 6"></polyline>
</svg>
</symbol>
<symbol id="svg-sun" viewBox="0 0 24 24">
<title>Light mode</title>
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" fill="none" stroke="currentColor"
stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round" class="feather-sun">
<circle cx="12" cy="12" r="5"></circle>
<line x1="12" y1="1" x2="12" y2="3"></line>
<line x1="12" y1="21" x2="12" y2="23"></line>
<line x1="4.22" y1="4.22" x2="5.64" y2="5.64"></line>
<line x1="18.36" y1="18.36" x2="19.78" y2="19.78"></line>
<line x1="1" y1="12" x2="3" y2="12"></line>
<line x1="21" y1="12" x2="23" y2="12"></line>
<line x1="4.22" y1="19.78" x2="5.64" y2="18.36"></line>
<line x1="18.36" y1="5.64" x2="19.78" y2="4.22"></line>
</svg>
</symbol>
<symbol id="svg-moon" viewBox="0 0 24 24">
<title>Dark mode</title>
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" fill="none" stroke="currentColor"
stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round" class="icon-tabler-moon">
<path stroke="none" d="M0 0h24v24H0z" fill="none" />
<path d="M12 3c.132 0 .263 0 .393 0a7.5 7.5 0 0 0 7.92 12.446a9 9 0 1 1 -8.313 -12.454z" />
</svg>
</symbol>
<symbol id="svg-sun-half" viewBox="0 0 24 24">
<title>Auto light/dark mode</title>
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" fill="none" stroke="currentColor"
stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round" class="icon-tabler-shadow">
<path stroke="none" d="M0 0h24v24H0z" fill="none"/>
<circle cx="12" cy="12" r="9" />
<path d="M13 12h5" />
<path d="M13 15h4" />
<path d="M13 18h1" />
<path d="M13 9h4" />
<path d="M13 6h1" />
</svg>
</symbol>
</svg>
<input type="checkbox" class="sidebar-toggle" name="__navigation" id="__navigation">
<input type="checkbox" class="sidebar-toggle" name="__toc" id="__toc">
<label class="overlay sidebar-overlay" for="__navigation">
<div class="visually-hidden">Hide navigation sidebar</div>
</label>
<label class="overlay toc-overlay" for="__toc">
<div class="visually-hidden">Hide table of contents sidebar</div>
</label>
<div class="page">
<header class="mobile-header">
<div class="header-left">
<label class="nav-overlay-icon" for="__navigation">
<div class="visually-hidden">Toggle site navigation sidebar</div>
<i class="icon"><svg><use href="#svg-menu"></use></svg></i>
</label>
</div>
<div class="header-center">
<a href="index.html"><div class="brand">bayesvalidrox 1.0.0 documentation</div></a>
</div>
<div class="header-right">
<div class="theme-toggle-container theme-toggle-header">
<button class="theme-toggle">
<div class="visually-hidden">Toggle Light / Dark / Auto color theme</div>
<svg class="theme-icon-when-auto"><use href="#svg-sun-half"></use></svg>
<svg class="theme-icon-when-dark"><use href="#svg-moon"></use></svg>
<svg class="theme-icon-when-light"><use href="#svg-sun"></use></svg>
</button>
</div>
<label class="toc-overlay-icon toc-header-icon no-toc" for="__toc">
<div class="visually-hidden">Toggle table of contents sidebar</div>
<i class="icon"><svg><use href="#svg-toc"></use></svg></i>
</label>
</div>
</header>
<aside class="sidebar-drawer">
<div class="sidebar-container">
<div class="sidebar-sticky"><a class="sidebar-brand" href="index.html">
<div class="sidebar-logo-container">
<img class="sidebar-logo" src="_static/BVRLogoV03_shorttext.png" alt="Logo"/>
</div>
</a><form class="sidebar-search-container" method="get" action="#" role="search">
<input class="sidebar-search" placeholder="Search" name="q" aria-label="Search">
<input type="hidden" name="check_keywords" value="yes">
<input type="hidden" name="area" value="default">
</form>
<div id="searchbox"></div><div class="sidebar-scroll"><div class="sidebar-tree">
<ul>
<li class="toctree-l1 has-children"><a class="reference internal" href="packagedescription.html">USER GUIDE</a><input class="toctree-checkbox" id="toctree-checkbox-1" name="toctree-checkbox-1" role="switch" type="checkbox"/><label for="toctree-checkbox-1"><div class="visually-hidden">Toggle navigation of USER GUIDE</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
<li class="toctree-l2"><a class="reference internal" href="input_description.html">Priors, input space and experimental design</a></li>
<li class="toctree-l2"><a class="reference internal" href="model_description.html">Models</a></li>
<li class="toctree-l2"><a class="reference internal" href="surrogate_description.html">Training surrogate models</a></li>
<li class="toctree-l2"><a class="reference internal" href="al_description.html">Active learning: iteratively expanding the training set</a></li>
<li class="toctree-l2"><a class="reference internal" href="post_description.html">Postprocessing</a></li>
<li class="toctree-l2"><a class="reference internal" href="bayes_description.html">Bayesian inference</a></li>
<li class="toctree-l2"><a class="reference internal" href="bmc_description.html">Bayesian multi-model comparison</a></li>
</ul>
</li>
<li class="toctree-l1"><a class="reference internal" href="tutorial.html">TUTORIAL</a></li>
<li class="toctree-l1 has-children"><a class="reference internal" href="examples.html">EXAMPLES</a><input class="toctree-checkbox" id="toctree-checkbox-2" name="toctree-checkbox-2" role="switch" type="checkbox"/><label for="toctree-checkbox-2"><div class="visually-hidden">Toggle navigation of EXAMPLES</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
<li class="toctree-l2"><a class="reference internal" href="analyticalfunction.html">Analytical function</a></li>
<li class="toctree-l2"><a class="reference internal" href="beam.html">Beam</a></li>
<li class="toctree-l2"><a class="reference internal" href="borehole.html">Borehole</a></li>
<li class="toctree-l2"><a class="reference internal" href="ishigami.html">Ishigami</a></li>
<li class="toctree-l2"><a class="reference internal" href="modelcomparison.html">Model comparison</a></li>
<li class="toctree-l2"><a class="reference internal" href="ohaganfunction.html">OHagan-function</a></li>
<li class="toctree-l2"><a class="reference internal" href="pollution.html">Pollution</a></li>
</ul>
</li>
<li class="toctree-l1 has-children"><a class="reference internal" href="api.html">API</a><input class="toctree-checkbox" id="toctree-checkbox-3" name="toctree-checkbox-3" role="switch" type="checkbox"/><label for="toctree-checkbox-3"><div class="visually-hidden">Toggle navigation of API</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
<li class="toctree-l2 has-children"><a class="reference internal" href="_autosummary/bayesvalidrox.html">bayesvalidrox</a><input class="toctree-checkbox" id="toctree-checkbox-4" name="toctree-checkbox-4" role="switch" type="checkbox"/><label for="toctree-checkbox-4"><div class="visually-hidden">Toggle navigation of bayesvalidrox</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
<li class="toctree-l3 has-children"><a class="reference internal" href="_autosummary/bayesvalidrox.bayes_inference.html">bayesvalidrox.bayes_inference</a><input class="toctree-checkbox" id="toctree-checkbox-5" name="toctree-checkbox-5" role="switch" type="checkbox"/><label for="toctree-checkbox-5"><div class="visually-hidden">Toggle navigation of bayesvalidrox.bayes_inference</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
<li class="toctree-l4 has-children"><a class="reference internal" href="_autosummary/bayesvalidrox.bayes_inference.bayes_inference.html">bayesvalidrox.bayes_inference.bayes_inference</a><input class="toctree-checkbox" id="toctree-checkbox-6" name="toctree-checkbox-6" role="switch" type="checkbox"/><label for="toctree-checkbox-6"><div class="visually-hidden">Toggle navigation of bayesvalidrox.bayes_inference.bayes_inference</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
<li class="toctree-l5"><a class="reference internal" href="_autosummary/bayesvalidrox.bayes_inference.bayes_inference.BayesInference.html">bayesvalidrox.bayes_inference.bayes_inference.BayesInference</a></li>
</ul>
</li>
<li class="toctree-l4 has-children"><a class="reference internal" href="_autosummary/bayesvalidrox.bayes_inference.bayes_model_comparison.html">bayesvalidrox.bayes_inference.bayes_model_comparison</a><input class="toctree-checkbox" id="toctree-checkbox-7" name="toctree-checkbox-7" role="switch" type="checkbox"/><label for="toctree-checkbox-7"><div class="visually-hidden">Toggle navigation of bayesvalidrox.bayes_inference.bayes_model_comparison</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
<li class="toctree-l5"><a class="reference internal" href="_autosummary/bayesvalidrox.bayes_inference.bayes_model_comparison.BayesModelComparison.html">bayesvalidrox.bayes_inference.bayes_model_comparison.BayesModelComparison</a></li>
</ul>
</li>
<li class="toctree-l4 has-children"><a class="reference internal" href="_autosummary/bayesvalidrox.bayes_inference.discrepancy.html">bayesvalidrox.bayes_inference.discrepancy</a><input class="toctree-checkbox" id="toctree-checkbox-8" name="toctree-checkbox-8" role="switch" type="checkbox"/><label for="toctree-checkbox-8"><div class="visually-hidden">Toggle navigation of bayesvalidrox.bayes_inference.discrepancy</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
<li class="toctree-l5"><a class="reference internal" href="_autosummary/bayesvalidrox.bayes_inference.discrepancy.Discrepancy.html">bayesvalidrox.bayes_inference.discrepancy.Discrepancy</a></li>
</ul>
</li>
<li class="toctree-l4 has-children"><a class="reference internal" href="_autosummary/bayesvalidrox.bayes_inference.mcmc.html">bayesvalidrox.bayes_inference.mcmc</a><input class="toctree-checkbox" id="toctree-checkbox-9" name="toctree-checkbox-9" role="switch" type="checkbox"/><label for="toctree-checkbox-9"><div class="visually-hidden">Toggle navigation of bayesvalidrox.bayes_inference.mcmc</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
<li class="toctree-l5"><a class="reference internal" href="_autosummary/bayesvalidrox.bayes_inference.mcmc.gelman_rubin.html">bayesvalidrox.bayes_inference.mcmc.gelman_rubin</a></li>
<li class="toctree-l5"><a class="reference internal" href="_autosummary/bayesvalidrox.bayes_inference.mcmc.MCMC.html">bayesvalidrox.bayes_inference.mcmc.MCMC</a></li>
</ul>
</li>
</ul>
</li>
<li class="toctree-l3 has-children"><a class="reference internal" href="_autosummary/bayesvalidrox.post_processing.html">bayesvalidrox.post_processing</a><input class="toctree-checkbox" id="toctree-checkbox-10" name="toctree-checkbox-10" role="switch" type="checkbox"/><label for="toctree-checkbox-10"><div class="visually-hidden">Toggle navigation of bayesvalidrox.post_processing</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
<li class="toctree-l4 has-children"><a class="reference internal" href="_autosummary/bayesvalidrox.post_processing.post_processing.html">bayesvalidrox.post_processing.post_processing</a><input class="toctree-checkbox" id="toctree-checkbox-11" name="toctree-checkbox-11" role="switch" type="checkbox"/><label for="toctree-checkbox-11"><div class="visually-hidden">Toggle navigation of bayesvalidrox.post_processing.post_processing</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
<li class="toctree-l5"><a class="reference internal" href="_autosummary/bayesvalidrox.post_processing.post_processing.PostProcessing.html">bayesvalidrox.post_processing.post_processing.PostProcessing</a></li>
</ul>
</li>
</ul>
</li>
<li class="toctree-l3 has-children"><a class="reference internal" href="_autosummary/bayesvalidrox.pylink.html">bayesvalidrox.pylink</a><input class="toctree-checkbox" id="toctree-checkbox-12" name="toctree-checkbox-12" role="switch" type="checkbox"/><label for="toctree-checkbox-12"><div class="visually-hidden">Toggle navigation of bayesvalidrox.pylink</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
<li class="toctree-l4 has-children"><a class="reference internal" href="_autosummary/bayesvalidrox.pylink.pylink.html">bayesvalidrox.pylink.pylink</a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" role="switch" type="checkbox"/><label for="toctree-checkbox-13"><div class="visually-hidden">Toggle navigation of bayesvalidrox.pylink.pylink</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
<li class="toctree-l5"><a class="reference internal" href="_autosummary/bayesvalidrox.pylink.pylink.within_range.html">bayesvalidrox.pylink.pylink.within_range</a></li>
<li class="toctree-l5"><a class="reference internal" href="_autosummary/bayesvalidrox.pylink.pylink.PyLinkForwardModel.html">bayesvalidrox.pylink.pylink.PyLinkForwardModel</a></li>
</ul>
</li>
</ul>
</li>
<li class="toctree-l3 has-children"><a class="reference internal" href="_autosummary/bayesvalidrox.surrogate_models.html">bayesvalidrox.surrogate_models</a><input class="toctree-checkbox" id="toctree-checkbox-14" name="toctree-checkbox-14" role="switch" type="checkbox"/><label for="toctree-checkbox-14"><div class="visually-hidden">Toggle navigation of bayesvalidrox.surrogate_models</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
<li class="toctree-l4 has-children"><a class="reference internal" href="_autosummary/bayesvalidrox.surrogate_models.adaptPlot.html">bayesvalidrox.surrogate_models.adaptPlot</a><input class="toctree-checkbox" id="toctree-checkbox-15" name="toctree-checkbox-15" role="switch" type="checkbox"/><label for="toctree-checkbox-15"><div class="visually-hidden">Toggle navigation of bayesvalidrox.surrogate_models.adaptPlot</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
<li class="toctree-l5"><a class="reference internal" href="_autosummary/bayesvalidrox.surrogate_models.adaptPlot.adaptPlot.html">bayesvalidrox.surrogate_models.adaptPlot.adaptPlot</a></li>
</ul>
</li>
<li class="toctree-l4 has-children"><a class="reference internal" href="_autosummary/bayesvalidrox.surrogate_models.apoly_construction.html">bayesvalidrox.surrogate_models.apoly_construction</a><input class="toctree-checkbox" id="toctree-checkbox-16" name="toctree-checkbox-16" role="switch" type="checkbox"/><label for="toctree-checkbox-16"><div class="visually-hidden">Toggle navigation of bayesvalidrox.surrogate_models.apoly_construction</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
<li class="toctree-l5"><a class="reference internal" href="_autosummary/bayesvalidrox.surrogate_models.apoly_construction.apoly_construction.html">bayesvalidrox.surrogate_models.apoly_construction.apoly_construction</a></li>
</ul>
</li>
<li class="toctree-l4 has-children"><a class="reference internal" href="_autosummary/bayesvalidrox.surrogate_models.bayes_linear.html">bayesvalidrox.surrogate_models.bayes_linear</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" role="switch" type="checkbox"/><label for="toctree-checkbox-17"><div class="visually-hidden">Toggle navigation of bayesvalidrox.surrogate_models.bayes_linear</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
<li class="toctree-l5"><a class="reference internal" href="_autosummary/bayesvalidrox.surrogate_models.bayes_linear.gamma_mean.html">bayesvalidrox.surrogate_models.bayes_linear.gamma_mean</a></li>
<li class="toctree-l5"><a class="reference internal" href="_autosummary/bayesvalidrox.surrogate_models.bayes_linear.BayesianLinearRegression.html">bayesvalidrox.surrogate_models.bayes_linear.BayesianLinearRegression</a></li>
<li class="toctree-l5"><a class="reference internal" href="_autosummary/bayesvalidrox.surrogate_models.bayes_linear.EBLinearRegression.html">bayesvalidrox.surrogate_models.bayes_linear.EBLinearRegression</a></li>
<li class="toctree-l5"><a class="reference internal" href="_autosummary/bayesvalidrox.surrogate_models.bayes_linear.VBLinearRegression.html">bayesvalidrox.surrogate_models.bayes_linear.VBLinearRegression</a></li>
</ul>
</li>
<li class="toctree-l4 has-children"><a class="reference internal" href="_autosummary/bayesvalidrox.surrogate_models.engine.html">bayesvalidrox.surrogate_models.engine</a><input class="toctree-checkbox" id="toctree-checkbox-18" name="toctree-checkbox-18" role="switch" type="checkbox"/><label for="toctree-checkbox-18"><div class="visually-hidden">Toggle navigation of bayesvalidrox.surrogate_models.engine</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
<li class="toctree-l5"><a class="reference internal" href="_autosummary/bayesvalidrox.surrogate_models.engine.Engine.html">bayesvalidrox.surrogate_models.engine.Engine</a></li>
</ul>
</li>
<li class="toctree-l4 has-children"><a class="reference internal" href="_autosummary/bayesvalidrox.surrogate_models.eval_rec_rule.html">bayesvalidrox.surrogate_models.eval_rec_rule</a><input class="toctree-checkbox" id="toctree-checkbox-19" name="toctree-checkbox-19" role="switch" type="checkbox"/><label for="toctree-checkbox-19"><div class="visually-hidden">Toggle navigation of bayesvalidrox.surrogate_models.eval_rec_rule</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
<li class="toctree-l5"><a class="reference internal" href="_autosummary/bayesvalidrox.surrogate_models.eval_rec_rule.eval_rec_rule.html">bayesvalidrox.surrogate_models.eval_rec_rule.eval_rec_rule</a></li>
<li class="toctree-l5"><a class="reference internal" href="_autosummary/bayesvalidrox.surrogate_models.eval_rec_rule.eval_rec_rule_arbitrary.html">bayesvalidrox.surrogate_models.eval_rec_rule.eval_rec_rule_arbitrary</a></li>
<li class="toctree-l5"><a class="reference internal" href="_autosummary/bayesvalidrox.surrogate_models.eval_rec_rule.eval_univ_basis.html">bayesvalidrox.surrogate_models.eval_rec_rule.eval_univ_basis</a></li>
<li class="toctree-l5"><a class="reference internal" href="_autosummary/bayesvalidrox.surrogate_models.eval_rec_rule.poly_rec_coeffs.html">bayesvalidrox.surrogate_models.eval_rec_rule.poly_rec_coeffs</a></li>
</ul>
</li>
<li class="toctree-l4 has-children"><a class="reference internal" href="_autosummary/bayesvalidrox.surrogate_models.exp_designs.html">bayesvalidrox.surrogate_models.exp_designs</a><input class="toctree-checkbox" id="toctree-checkbox-20" name="toctree-checkbox-20" role="switch" type="checkbox"/><label for="toctree-checkbox-20"><div class="visually-hidden">Toggle navigation of bayesvalidrox.surrogate_models.exp_designs</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
<li class="toctree-l5"><a class="reference internal" href="_autosummary/bayesvalidrox.surrogate_models.exp_designs.check_ranges.html">bayesvalidrox.surrogate_models.exp_designs.check_ranges</a></li>
<li class="toctree-l5"><a class="reference internal" href="_autosummary/bayesvalidrox.surrogate_models.exp_designs.ExpDesigns.html">bayesvalidrox.surrogate_models.exp_designs.ExpDesigns</a></li>
</ul>
</li>
<li class="toctree-l4 has-children"><a class="reference internal" href="_autosummary/bayesvalidrox.surrogate_models.exploration.html">bayesvalidrox.surrogate_models.exploration</a><input class="toctree-checkbox" id="toctree-checkbox-21" name="toctree-checkbox-21" role="switch" type="checkbox"/><label for="toctree-checkbox-21"><div class="visually-hidden">Toggle navigation of bayesvalidrox.surrogate_models.exploration</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
<li class="toctree-l5"><a class="reference internal" href="_autosummary/bayesvalidrox.surrogate_models.exploration.Exploration.html">bayesvalidrox.surrogate_models.exploration.Exploration</a></li>
</ul>
</li>
<li class="toctree-l4 has-children"><a class="reference internal" href="_autosummary/bayesvalidrox.surrogate_models.glexindex.html">bayesvalidrox.surrogate_models.glexindex</a><input class="toctree-checkbox" id="toctree-checkbox-22" name="toctree-checkbox-22" role="switch" type="checkbox"/><label for="toctree-checkbox-22"><div class="visually-hidden">Toggle navigation of bayesvalidrox.surrogate_models.glexindex</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
<li class="toctree-l5"><a class="reference internal" href="_autosummary/bayesvalidrox.surrogate_models.glexindex.cross_truncate.html">bayesvalidrox.surrogate_models.glexindex.cross_truncate</a></li>
<li class="toctree-l5"><a class="reference internal" href="_autosummary/bayesvalidrox.surrogate_models.glexindex.glexindex.html">bayesvalidrox.surrogate_models.glexindex.glexindex</a></li>
</ul>
</li>
<li class="toctree-l4 has-children"><a class="reference internal" href="_autosummary/bayesvalidrox.surrogate_models.input_space.html">bayesvalidrox.surrogate_models.input_space</a><input class="toctree-checkbox" id="toctree-checkbox-23" name="toctree-checkbox-23" role="switch" type="checkbox"/><label for="toctree-checkbox-23"><div class="visually-hidden">Toggle navigation of bayesvalidrox.surrogate_models.input_space</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
<li class="toctree-l5"><a class="reference internal" href="_autosummary/bayesvalidrox.surrogate_models.input_space.InputSpace.html">bayesvalidrox.surrogate_models.input_space.InputSpace</a></li>
</ul>
</li>
<li class="toctree-l4 has-children"><a class="reference internal" href="_autosummary/bayesvalidrox.surrogate_models.inputs.html">bayesvalidrox.surrogate_models.inputs</a><input class="toctree-checkbox" id="toctree-checkbox-24" name="toctree-checkbox-24" role="switch" type="checkbox"/><label for="toctree-checkbox-24"><div class="visually-hidden">Toggle navigation of bayesvalidrox.surrogate_models.inputs</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
<li class="toctree-l5"><a class="reference internal" href="_autosummary/bayesvalidrox.surrogate_models.inputs.Input.html">bayesvalidrox.surrogate_models.inputs.Input</a></li>
<li class="toctree-l5"><a class="reference internal" href="_autosummary/bayesvalidrox.surrogate_models.inputs.Marginal.html">bayesvalidrox.surrogate_models.inputs.Marginal</a></li>
</ul>
</li>
<li class="toctree-l4 has-children"><a class="reference internal" href="_autosummary/bayesvalidrox.surrogate_models.orthogonal_matching_pursuit.html">bayesvalidrox.surrogate_models.orthogonal_matching_pursuit</a><input class="toctree-checkbox" id="toctree-checkbox-25" name="toctree-checkbox-25" role="switch" type="checkbox"/><label for="toctree-checkbox-25"><div class="visually-hidden">Toggle navigation of bayesvalidrox.surrogate_models.orthogonal_matching_pursuit</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
<li class="toctree-l5"><a class="reference internal" href="_autosummary/bayesvalidrox.surrogate_models.orthogonal_matching_pursuit.corr.html">bayesvalidrox.surrogate_models.orthogonal_matching_pursuit.corr</a></li>
<li class="toctree-l5"><a class="reference internal" href="_autosummary/bayesvalidrox.surrogate_models.orthogonal_matching_pursuit.OrthogonalMatchingPursuit.html">bayesvalidrox.surrogate_models.orthogonal_matching_pursuit.OrthogonalMatchingPursuit</a></li>
</ul>
</li>
<li class="toctree-l4 has-children"><a class="reference internal" href="_autosummary/bayesvalidrox.surrogate_models.reg_fast_ard.html">bayesvalidrox.surrogate_models.reg_fast_ard</a><input class="toctree-checkbox" id="toctree-checkbox-26" name="toctree-checkbox-26" role="switch" type="checkbox"/><label for="toctree-checkbox-26"><div class="visually-hidden">Toggle navigation of bayesvalidrox.surrogate_models.reg_fast_ard</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
<li class="toctree-l5"><a class="reference internal" href="_autosummary/bayesvalidrox.surrogate_models.reg_fast_ard.update_precisions.html">bayesvalidrox.surrogate_models.reg_fast_ard.update_precisions</a></li>
<li class="toctree-l5"><a class="reference internal" href="_autosummary/bayesvalidrox.surrogate_models.reg_fast_ard.RegressionFastARD.html">bayesvalidrox.surrogate_models.reg_fast_ard.RegressionFastARD</a></li>
</ul>
</li>
<li class="toctree-l4 has-children"><a class="reference internal" href="_autosummary/bayesvalidrox.surrogate_models.reg_fast_laplace.html">bayesvalidrox.surrogate_models.reg_fast_laplace</a><input class="toctree-checkbox" id="toctree-checkbox-27" name="toctree-checkbox-27" role="switch" type="checkbox"/><label for="toctree-checkbox-27"><div class="visually-hidden">Toggle navigation of bayesvalidrox.surrogate_models.reg_fast_laplace</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
<li class="toctree-l5"><a class="reference internal" href="_autosummary/bayesvalidrox.surrogate_models.reg_fast_laplace.RegressionFastLaplace.html">bayesvalidrox.surrogate_models.reg_fast_laplace.RegressionFastLaplace</a></li>
</ul>
</li>
<li class="toctree-l4 has-children"><a class="reference internal" href="_autosummary/bayesvalidrox.surrogate_models.sequential_design.html">bayesvalidrox.surrogate_models.sequential_design</a><input class="toctree-checkbox" id="toctree-checkbox-28" name="toctree-checkbox-28" role="switch" type="checkbox"/><label for="toctree-checkbox-28"><div class="visually-hidden">Toggle navigation of bayesvalidrox.surrogate_models.sequential_design</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
<li class="toctree-l5"><a class="reference internal" href="_autosummary/bayesvalidrox.surrogate_models.sequential_design.hellinger_distance.html">bayesvalidrox.surrogate_models.sequential_design.hellinger_distance</a></li>
<li class="toctree-l5"><a class="reference internal" href="_autosummary/bayesvalidrox.surrogate_models.sequential_design.logpdf.html">bayesvalidrox.surrogate_models.sequential_design.logpdf</a></li>
<li class="toctree-l5"><a class="reference internal" href="_autosummary/bayesvalidrox.surrogate_models.sequential_design.subdomain.html">bayesvalidrox.surrogate_models.sequential_design.subdomain</a></li>
<li class="toctree-l5"><a class="reference internal" href="_autosummary/bayesvalidrox.surrogate_models.sequential_design.SequentialDesign.html">bayesvalidrox.surrogate_models.sequential_design.SequentialDesign</a></li>
</ul>
</li>
<li class="toctree-l4 has-children"><a class="reference internal" href="_autosummary/bayesvalidrox.surrogate_models.surrogate_models.html">bayesvalidrox.surrogate_models.surrogate_models</a><input class="toctree-checkbox" id="toctree-checkbox-29" name="toctree-checkbox-29" role="switch" type="checkbox"/><label for="toctree-checkbox-29"><div class="visually-hidden">Toggle navigation of bayesvalidrox.surrogate_models.surrogate_models</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
<li class="toctree-l5"><a class="reference internal" href="_autosummary/bayesvalidrox.surrogate_models.surrogate_models.corr_loocv_error.html">bayesvalidrox.surrogate_models.surrogate_models.corr_loocv_error</a></li>
<li class="toctree-l5"><a class="reference internal" href="_autosummary/bayesvalidrox.surrogate_models.surrogate_models.create_psi.html">bayesvalidrox.surrogate_models.surrogate_models.create_psi</a></li>
<li class="toctree-l5"><a class="reference internal" href="_autosummary/bayesvalidrox.surrogate_models.surrogate_models.gaussian_process_emulator.html">bayesvalidrox.surrogate_models.surrogate_models.gaussian_process_emulator</a></li>
<li class="toctree-l5"><a class="reference internal" href="_autosummary/bayesvalidrox.surrogate_models.surrogate_models.MetaModel.html">bayesvalidrox.surrogate_models.surrogate_models.MetaModel</a></li>
</ul>
</li>
</ul>
</li>
</ul>
</li>
</ul>
</li>
</ul>
</div>
</div>
</div>
</div>
</aside>
<div class="main">
<div class="content">
<div class="article-container">
<a href="#" class="back-to-top muted-link">
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24">
<path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8v12z"></path>
</svg>
<span>Back to top</span>
</a>
<div class="content-icon-container">
<div class="theme-toggle-container theme-toggle-content">
<button class="theme-toggle">
<div class="visually-hidden">Toggle Light / Dark / Auto color theme</div>
<svg class="theme-icon-when-auto"><use href="#svg-sun-half"></use></svg>
<svg class="theme-icon-when-dark"><use href="#svg-moon"></use></svg>
<svg class="theme-icon-when-light"><use href="#svg-sun"></use></svg>
</button>
</div>
<label class="toc-overlay-icon toc-content-icon no-toc" for="__toc">
<div class="visually-hidden">Toggle table of contents sidebar</div>
<i class="icon"><svg><use href="#svg-toc"></use></svg></i>
</label>
</div>
<article role="main">
<noscript>
<div class="admonition error">
<p class="admonition-title">Error</p>
<p>
Please activate JavaScript to enable the search functionality.
</p>
</div>
</noscript>
<div id="search-results"></div>
</article>
</div>
<footer>
<div class="related-pages">
</div>
<div class="bottom-of-page">
<div class="left-details">
<div class="copyright">
Copyright © 2023, Farid Mohammadi, Rebecca Kohlhaas
</div>
Made with <a href="https://www.sphinx-doc.org/">Sphinx</a> and <a class="muted-link" href="https://pradyunsg.me">@pradyunsg</a>'s
<a href="https://github.com/pradyunsg/furo">Furo</a>
</div>
<div class="right-details">
</div>
</div>
</footer>
</div>
<aside class="toc-drawer no-toc">
</aside>
</div>
</div><script src="_static/documentation_options.js?v=4ebf8126"></script>
<script src="_static/doctools.js?v=9a2dae69"></script>
<script src="_static/sphinx_highlight.js?v=dc90522c"></script>
<script src="_static/scripts/furo.js?v=32e29ea5"></script>
<script src="_static/searchtools.js"></script>
<script src="_static/language_data.js"></script>
<script src="searchindex.js"></script></body>
</html>