diff --git a/docs/build/doctrees/_autosummary/bayesvalidrox.bayes_inference.rejection_sampler.RejectionSampler.doctree b/docs/build/doctrees/_autosummary/bayesvalidrox.bayes_inference.rejection_sampler.RejectionSampler.doctree
new file mode 100644
index 0000000000000000000000000000000000000000..2b1d08e16957a0c30b25d339e695ae009a4d3759
Binary files /dev/null and b/docs/build/doctrees/_autosummary/bayesvalidrox.bayes_inference.rejection_sampler.RejectionSampler.doctree differ
diff --git a/docs/build/doctrees/_autosummary/bayesvalidrox.bayes_inference.rejection_sampler.doctree b/docs/build/doctrees/_autosummary/bayesvalidrox.bayes_inference.rejection_sampler.doctree
new file mode 100644
index 0000000000000000000000000000000000000000..e32ba54b5ebadab55850eb1a40cec208c4f8985a
Binary files /dev/null and b/docs/build/doctrees/_autosummary/bayesvalidrox.bayes_inference.rejection_sampler.doctree differ
diff --git a/docs/build/doctrees/_autosummary/bayesvalidrox.surrogate_models.meta_model.MetaModel.doctree b/docs/build/doctrees/_autosummary/bayesvalidrox.surrogate_models.meta_model.MetaModel.doctree
new file mode 100644
index 0000000000000000000000000000000000000000..96cdf1ede9cea620695607ed732aa0158b701410
Binary files /dev/null and b/docs/build/doctrees/_autosummary/bayesvalidrox.surrogate_models.meta_model.MetaModel.doctree differ
diff --git a/docs/build/doctrees/_autosummary/bayesvalidrox.surrogate_models.meta_model.doctree b/docs/build/doctrees/_autosummary/bayesvalidrox.surrogate_models.meta_model.doctree
new file mode 100644
index 0000000000000000000000000000000000000000..a982198b89a45d7c7b5a5f19b79d2cdd33c64378
Binary files /dev/null and b/docs/build/doctrees/_autosummary/bayesvalidrox.surrogate_models.meta_model.doctree differ
diff --git a/docs/build/doctrees/_autosummary/bayesvalidrox.surrogate_models.meta_model.transform_y.doctree b/docs/build/doctrees/_autosummary/bayesvalidrox.surrogate_models.meta_model.transform_y.doctree
new file mode 100644
index 0000000000000000000000000000000000000000..b0335376330256f7a17e7b766d8413fc52515cb1
Binary files /dev/null and b/docs/build/doctrees/_autosummary/bayesvalidrox.surrogate_models.meta_model.transform_y.doctree differ
diff --git a/docs/build/html/_autosummary/bayesvalidrox.bayes_inference.rejection_sampler.RejectionSampler.html b/docs/build/html/_autosummary/bayesvalidrox.bayes_inference.rejection_sampler.RejectionSampler.html
new file mode 100644
index 0000000000000000000000000000000000000000..9f66734451da26e093aa30c2a0df595f37ec296d
--- /dev/null
+++ b/docs/build/html/_autosummary/bayesvalidrox.bayes_inference.rejection_sampler.RejectionSampler.html
@@ -0,0 +1,688 @@
+<!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"><meta name="viewport" content="width=device-width, initial-scale=1" />
+<link rel="index" title="Index" href="../genindex.html" /><link rel="search" title="Search" href="../search.html" /><link rel="next" title="bayesvalidrox.post_processing" href="bayesvalidrox.post_processing.html" /><link rel="prev" title="bayesvalidrox.bayes_inference.rejection_sampler" href="bayesvalidrox.bayes_inference.rejection_sampler.html" />
+
+ <!-- Generated with Sphinx 8.1.3 and Furo 2024.08.06 -->
+ <title>bayesvalidrox.bayes_inference.rejection_sampler.RejectionSampler - bayesvalidrox 2.0.0 documentation</title>
+ <link rel="stylesheet" type="text/css" href="../_static/pygments.css?v=a746c00c" />
+ <link rel="stylesheet" type="text/css" href="../_static/styles/furo.css?v=354aac6f" />
+ <link rel="stylesheet" type="text/css" href="../_static/styles/furo-extensions.css?v=302659d7" />
+ <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" 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" 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-with-moon" viewBox="0 0 24 24">
+ <title>Auto light/dark, in light mode</title>
+ <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" fill="none" stroke="currentColor"
+ stroke-width="1" stroke-linecap="round" stroke-linejoin="round"
+ class="icon-custom-derived-from-feather-sun-and-tabler-moon">
+ <path style="opacity: 50%" d="M 5.411 14.504 C 5.471 14.504 5.532 14.504 5.591 14.504 C 3.639 16.319 4.383 19.569 6.931 20.352 C 7.693 20.586 8.512 20.551 9.25 20.252 C 8.023 23.207 4.056 23.725 2.11 21.184 C 0.166 18.642 1.702 14.949 4.874 14.536 C 5.051 14.512 5.231 14.5 5.411 14.5 L 5.411 14.504 Z"/>
+ <line x1="14.5" y1="3.25" x2="14.5" y2="1.25"/>
+ <line x1="14.5" y1="15.85" x2="14.5" y2="17.85"/>
+ <line x1="10.044" y1="5.094" x2="8.63" y2="3.68"/>
+ <line x1="19" y1="14.05" x2="20.414" y2="15.464"/>
+ <line x1="8.2" y1="9.55" x2="6.2" y2="9.55"/>
+ <line x1="20.8" y1="9.55" x2="22.8" y2="9.55"/>
+ <line x1="10.044" y1="14.006" x2="8.63" y2="15.42"/>
+ <line x1="19" y1="5.05" x2="20.414" y2="3.636"/>
+ <circle cx="14.5" cy="9.55" r="3.6"/>
+ </svg>
+ </symbol>
+ <symbol id="svg-moon-with-sun" viewBox="0 0 24 24">
+ <title>Auto light/dark, in dark mode</title>
+ <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" fill="none" stroke="currentColor"
+ stroke-width="1" stroke-linecap="round" stroke-linejoin="round"
+ class="icon-custom-derived-from-feather-sun-and-tabler-moon">
+ <path d="M 8.282 7.007 C 8.385 7.007 8.494 7.007 8.595 7.007 C 5.18 10.184 6.481 15.869 10.942 17.24 C 12.275 17.648 13.706 17.589 15 17.066 C 12.851 22.236 5.91 23.143 2.505 18.696 C -0.897 14.249 1.791 7.786 7.342 7.063 C 7.652 7.021 7.965 7 8.282 7 L 8.282 7.007 Z"/>
+ <line style="opacity: 50%" x1="18" y1="3.705" x2="18" y2="2.5"/>
+ <line style="opacity: 50%" x1="18" y1="11.295" x2="18" y2="12.5"/>
+ <line style="opacity: 50%" x1="15.316" y1="4.816" x2="14.464" y2="3.964"/>
+ <line style="opacity: 50%" x1="20.711" y1="10.212" x2="21.563" y2="11.063"/>
+ <line style="opacity: 50%" x1="14.205" y1="7.5" x2="13.001" y2="7.5"/>
+ <line style="opacity: 50%" x1="21.795" y1="7.5" x2="23" y2="7.5"/>
+ <line style="opacity: 50%" x1="15.316" y1="10.184" x2="14.464" y2="11.036"/>
+ <line style="opacity: 50%" x1="20.711" y1="4.789" x2="21.563" y2="3.937"/>
+ <circle style="opacity: 50%" cx="18" cy="7.5" r="2.169"/>
+ </svg>
+ </symbol>
+ <symbol id="svg-pencil" viewBox="0 0 24 24">
+ <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" fill="none" stroke="currentColor"
+ stroke-width="1" stroke-linecap="round" stroke-linejoin="round" class="icon-tabler-pencil-code">
+ <path d="M4 20h4l10.5 -10.5a2.828 2.828 0 1 0 -4 -4l-10.5 10.5v4" />
+ <path d="M13.5 6.5l4 4" />
+ <path d="M20 21l2 -2l-2 -2" />
+ <path d="M17 17l-2 2l2 2" />
+ </svg>
+ </symbol>
+ <symbol id="svg-eye" viewBox="0 0 24 24">
+ <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" fill="none" stroke="currentColor"
+ stroke-width="1" stroke-linecap="round" stroke-linejoin="round" class="icon-tabler-eye-code">
+ <path stroke="none" d="M0 0h24v24H0z" fill="none" />
+ <path d="M10 12a2 2 0 1 0 4 0a2 2 0 0 0 -4 0" />
+ <path
+ d="M11.11 17.958c-3.209 -.307 -5.91 -2.293 -8.11 -5.958c2.4 -4 5.4 -6 9 -6c3.6 0 6.6 2 9 6c-.21 .352 -.427 .688 -.647 1.008" />
+ <path d="M20 21l2 -2l-2 -2" />
+ <path d="M17 17l-2 2l2 2" />
+ </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>
+
+<a class="skip-to-content muted-link" href="#furo-main-content">Skip to content</a>
+
+
+
+<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 2.0.0 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-light"><use href="#svg-sun-with-moon"></use></svg>
+ <svg class="theme-icon-when-auto-dark"><use href="#svg-moon-with-sun"></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" 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="../search.html" 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 class="current">
+<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 current has-children"><a class="reference internal" href="../api.html">API</a><input checked="" 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 class="current">
+<li class="toctree-l2 current has-children"><a class="reference internal" href="bayesvalidrox.html">bayesvalidrox</a><input checked="" 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 class="current">
+<li class="toctree-l3 current has-children"><a class="reference internal" href="bayesvalidrox.bayes_inference.html">bayesvalidrox.bayes_inference</a><input checked="" 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 class="current">
+<li class="toctree-l4 has-children"><a class="reference internal" href="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="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="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="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="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="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="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="bayesvalidrox.bayes_inference.mcmc.MCMC.html">bayesvalidrox.bayes_inference.mcmc.MCMC</a></li>
+</ul>
+</li>
+<li class="toctree-l4 has-children"><a class="reference internal" href="bayesvalidrox.bayes_inference.post_sampler.html">bayesvalidrox.bayes_inference.post_sampler</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.bayes_inference.post_sampler</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l5"><a class="reference internal" href="bayesvalidrox.bayes_inference.post_sampler.PostSampler.html">bayesvalidrox.bayes_inference.post_sampler.PostSampler</a></li>
+</ul>
+</li>
+<li class="toctree-l4 current has-children"><a class="reference internal" href="bayesvalidrox.bayes_inference.rejection_sampler.html">bayesvalidrox.bayes_inference.rejection_sampler</a><input checked="" 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.bayes_inference.rejection_sampler</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul class="current">
+<li class="toctree-l5 current current-page"><a class="current reference internal" href="#">bayesvalidrox.bayes_inference.rejection_sampler.RejectionSampler</a></li>
+</ul>
+</li>
+</ul>
+</li>
+<li class="toctree-l3 has-children"><a class="reference internal" href="bayesvalidrox.post_processing.html">bayesvalidrox.post_processing</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.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="bayesvalidrox.post_processing.post_processing.html">bayesvalidrox.post_processing.post_processing</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.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="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="bayesvalidrox.pylink.html">bayesvalidrox.pylink</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.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="bayesvalidrox.pylink.pylink.html">bayesvalidrox.pylink.pylink</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.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="bayesvalidrox.pylink.pylink.within_range.html">bayesvalidrox.pylink.pylink.within_range</a></li>
+<li class="toctree-l5"><a class="reference internal" href="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="bayesvalidrox.surrogate_models.html">bayesvalidrox.surrogate_models</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</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="bayesvalidrox.surrogate_models.apoly_construction.html">bayesvalidrox.surrogate_models.apoly_construction</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.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="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="bayesvalidrox.surrogate_models.bayes_linear.html">bayesvalidrox.surrogate_models.bayes_linear</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.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="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="bayesvalidrox.surrogate_models.bayes_linear.BayesianLinearRegression.html">bayesvalidrox.surrogate_models.bayes_linear.BayesianLinearRegression</a></li>
+<li class="toctree-l5"><a class="reference internal" href="bayesvalidrox.surrogate_models.bayes_linear.EBLinearRegression.html">bayesvalidrox.surrogate_models.bayes_linear.EBLinearRegression</a></li>
+<li class="toctree-l5"><a class="reference internal" href="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="bayesvalidrox.surrogate_models.engine.html">bayesvalidrox.surrogate_models.engine</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.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="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="bayesvalidrox.surrogate_models.eval_rec_rule.html">bayesvalidrox.surrogate_models.eval_rec_rule</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.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="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="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="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="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="bayesvalidrox.surrogate_models.exp_designs.html">bayesvalidrox.surrogate_models.exp_designs</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.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="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="bayesvalidrox.surrogate_models.exploration.html">bayesvalidrox.surrogate_models.exploration</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.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="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="bayesvalidrox.surrogate_models.gaussian_process_sklearn.html">bayesvalidrox.surrogate_models.gaussian_process_sklearn</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.gaussian_process_sklearn</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l5"><a class="reference internal" href="bayesvalidrox.surrogate_models.gaussian_process_sklearn.GPESkl.html">bayesvalidrox.surrogate_models.gaussian_process_sklearn.GPESkl</a></li>
+<li class="toctree-l5"><a class="reference internal" href="bayesvalidrox.surrogate_models.gaussian_process_sklearn.MySklGPE.html">bayesvalidrox.surrogate_models.gaussian_process_sklearn.MySklGPE</a></li>
+</ul>
+</li>
+<li class="toctree-l4 has-children"><a class="reference internal" href="bayesvalidrox.surrogate_models.glexindex.html">bayesvalidrox.surrogate_models.glexindex</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.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="bayesvalidrox.surrogate_models.glexindex.cross_truncate.html">bayesvalidrox.surrogate_models.glexindex.cross_truncate</a></li>
+<li class="toctree-l5"><a class="reference internal" href="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="bayesvalidrox.surrogate_models.input_space.html">bayesvalidrox.surrogate_models.input_space</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.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="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="bayesvalidrox.surrogate_models.inputs.html">bayesvalidrox.surrogate_models.inputs</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.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="bayesvalidrox.surrogate_models.inputs.Input.html">bayesvalidrox.surrogate_models.inputs.Input</a></li>
+<li class="toctree-l5"><a class="reference internal" href="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="bayesvalidrox.surrogate_models.meta_model.html">bayesvalidrox.surrogate_models.meta_model</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.meta_model</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l5"><a class="reference internal" href="bayesvalidrox.surrogate_models.meta_model.transform_y.html">bayesvalidrox.surrogate_models.meta_model.transform_y</a></li>
+<li class="toctree-l5"><a class="reference internal" href="bayesvalidrox.surrogate_models.meta_model.MetaModel.html">bayesvalidrox.surrogate_models.meta_model.MetaModel</a></li>
+</ul>
+</li>
+<li class="toctree-l4 has-children"><a class="reference internal" href="bayesvalidrox.surrogate_models.orthogonal_matching_pursuit.html">bayesvalidrox.surrogate_models.orthogonal_matching_pursuit</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.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="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="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="bayesvalidrox.surrogate_models.pce_gpr.html">bayesvalidrox.surrogate_models.pce_gpr</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.pce_gpr</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l5"><a class="reference internal" href="bayesvalidrox.surrogate_models.pce_gpr.PCEGPR.html">bayesvalidrox.surrogate_models.pce_gpr.PCEGPR</a></li>
+</ul>
+</li>
+<li class="toctree-l4 has-children"><a class="reference internal" href="bayesvalidrox.surrogate_models.polynomial_chaos.html">bayesvalidrox.surrogate_models.polynomial_chaos</a><input class="toctree-checkbox" id="toctree-checkbox-30" name="toctree-checkbox-30" role="switch" type="checkbox"/><label for="toctree-checkbox-30"><div class="visually-hidden">Toggle navigation of bayesvalidrox.surrogate_models.polynomial_chaos</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l5"><a class="reference internal" href="bayesvalidrox.surrogate_models.polynomial_chaos.PCE.html">bayesvalidrox.surrogate_models.polynomial_chaos.PCE</a></li>
+</ul>
+</li>
+<li class="toctree-l4 has-children"><a class="reference internal" href="bayesvalidrox.surrogate_models.reg_fast_ard.html">bayesvalidrox.surrogate_models.reg_fast_ard</a><input class="toctree-checkbox" id="toctree-checkbox-31" name="toctree-checkbox-31" role="switch" type="checkbox"/><label for="toctree-checkbox-31"><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="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="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="bayesvalidrox.surrogate_models.reg_fast_laplace.html">bayesvalidrox.surrogate_models.reg_fast_laplace</a><input class="toctree-checkbox" id="toctree-checkbox-32" name="toctree-checkbox-32" role="switch" type="checkbox"/><label for="toctree-checkbox-32"><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="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="bayesvalidrox.surrogate_models.sequential_design.html">bayesvalidrox.surrogate_models.sequential_design</a><input class="toctree-checkbox" id="toctree-checkbox-33" name="toctree-checkbox-33" role="switch" type="checkbox"/><label for="toctree-checkbox-33"><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="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="bayesvalidrox.surrogate_models.supplementary.html">bayesvalidrox.surrogate_models.supplementary</a><input class="toctree-checkbox" id="toctree-checkbox-34" name="toctree-checkbox-34" role="switch" type="checkbox"/><label for="toctree-checkbox-34"><div class="visually-hidden">Toggle navigation of bayesvalidrox.surrogate_models.supplementary</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l5"><a class="reference internal" href="bayesvalidrox.surrogate_models.supplementary.check_ranges.html">bayesvalidrox.surrogate_models.supplementary.check_ranges</a></li>
+<li class="toctree-l5"><a class="reference internal" href="bayesvalidrox.surrogate_models.supplementary.corr_loocv_error.html">bayesvalidrox.surrogate_models.supplementary.corr_loocv_error</a></li>
+<li class="toctree-l5"><a class="reference internal" href="bayesvalidrox.surrogate_models.supplementary.create_psi.html">bayesvalidrox.surrogate_models.supplementary.create_psi</a></li>
+<li class="toctree-l5"><a class="reference internal" href="bayesvalidrox.surrogate_models.supplementary.gelman_rubin.html">bayesvalidrox.surrogate_models.supplementary.gelman_rubin</a></li>
+<li class="toctree-l5"><a class="reference internal" href="bayesvalidrox.surrogate_models.supplementary.hellinger_distance.html">bayesvalidrox.surrogate_models.supplementary.hellinger_distance</a></li>
+<li class="toctree-l5"><a class="reference internal" href="bayesvalidrox.surrogate_models.supplementary.kernel_rbf.html">bayesvalidrox.surrogate_models.supplementary.kernel_rbf</a></li>
+<li class="toctree-l5"><a class="reference internal" href="bayesvalidrox.surrogate_models.supplementary.root_mean_squared_error.html">bayesvalidrox.surrogate_models.supplementary.root_mean_squared_error</a></li>
+<li class="toctree-l5"><a class="reference internal" href="bayesvalidrox.surrogate_models.supplementary.subdomain.html">bayesvalidrox.surrogate_models.supplementary.subdomain</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="view-this-page">
+ <a class="muted-link" href="../_sources/_autosummary/bayesvalidrox.bayes_inference.rejection_sampler.RejectionSampler.rst.txt" title="View this page">
+ <svg><use href="#svg-eye"></use></svg>
+ <span class="visually-hidden">View this page</span>
+ </a>
+</div>
+<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-light"><use href="#svg-sun-with-moon"></use></svg>
+ <svg class="theme-icon-when-auto-dark"><use href="#svg-moon-with-sun"></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" 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" id="furo-main-content">
+ <section id="bayesvalidrox-bayes-inference-rejection-sampler-rejectionsampler">
+<h1>bayesvalidrox.bayes_inference.rejection_sampler.RejectionSampler<a class="headerlink" href="#bayesvalidrox-bayes-inference-rejection-sampler-rejectionsampler" title="Link to this heading">¶</a></h1>
+<dl class="py class">
+<dt class="sig sig-object py" id="bayesvalidrox.bayes_inference.rejection_sampler.RejectionSampler">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">bayesvalidrox.bayes_inference.rejection_sampler.</span></span><span class="sig-name descname"><span class="pre">RejectionSampler</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">engine</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">discrepancy</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">observation</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">out_names</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">selected_indices</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">use_emulator</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">out_dir</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">''</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">prior_samples</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#bayesvalidrox.bayes_inference.rejection_sampler.RejectionSampler" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="bayesvalidrox.bayes_inference.post_sampler.PostSampler.html#bayesvalidrox.bayes_inference.post_sampler.PostSampler" title="bayesvalidrox.bayes_inference.post_sampler.PostSampler"><code class="xref py py-class docutils literal notranslate"><span class="pre">PostSampler</span></code></a></p>
+<p>A class for generating posterior samples via rejection sampling.</p>
+<section id="attributes">
+<h2>Attributes<a class="headerlink" href="#attributes" title="Link to this heading">¶</a></h2>
+<dl class="simple">
+<dt>engine<span class="classifier">object, optional</span></dt><dd><p>Trained bvr.Engine object. The default is None.</p>
+</dd>
+<dt>discrepancy<span class="classifier">object, optional</span></dt><dd><p>Object of class bvr.Discrepancy. The default is None.</p>
+</dd>
+<dt>observation<span class="classifier">dict, optional</span></dt><dd><p>Measurement/observation to use as reference. The default is None.</p>
+</dd>
+<dt>out_names<span class="classifier">list, optional</span></dt><dd><p>The list of requested output keys to be used for the analysis.
+The default is <cite>None</cite>. If None, all the defined outputs from the engine
+are used.</p>
+</dd>
+<dt>selected_indices<span class="classifier">dict, optional</span></dt><dd><p>A dictionary with the selected indices of each model output. The
+default is <cite>None</cite>. If <cite>None</cite>, all measurement points are used in the
+analysis.</p>
+</dd>
+<dt>use_emulator<span class="classifier">bool</span></dt><dd><p>Set to True if the emulator/metamodel should be used in the analysis.
+If False, the model is run.</p>
+</dd>
+<dt>out_dir<span class="classifier">string, optional</span></dt><dd><p>The output directory. The default is ‘’.</p>
+</dd>
+<dt>prior_samples<span class="classifier">np.nddarray, optional</span></dt><dd><p>Prior samples to be used in the rejection sampling.</p>
+</dd>
+</dl>
+<dl class="py method">
+<dt class="sig sig-object py" id="bayesvalidrox.bayes_inference.rejection_sampler.RejectionSampler.__init__">
+<span class="sig-name descname"><span class="pre">__init__</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">engine</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">discrepancy</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">observation</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">out_names</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">selected_indices</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">use_emulator</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">out_dir</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">''</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">prior_samples</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#bayesvalidrox.bayes_inference.rejection_sampler.RejectionSampler.__init__" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<p class="rubric">Methods</p>
+<div class="table-wrapper autosummary longtable docutils container">
+<table class="autosummary longtable docutils align-default">
+<tbody>
+<tr class="row-odd"><td><p><a class="reference internal" href="#bayesvalidrox.bayes_inference.rejection_sampler.RejectionSampler.__init__" title="bayesvalidrox.bayes_inference.rejection_sampler.RejectionSampler.__init__"><code class="xref py py-obj docutils literal notranslate"><span class="pre">__init__</span></code></a>([engine, discrepancy, observation, ...])</p></td>
+<td><p></p></td>
+</tr>
+<tr class="row-even"><td><p><a class="reference internal" href="#bayesvalidrox.bayes_inference.rejection_sampler.RejectionSampler.calculate_loglik_logbme" title="bayesvalidrox.bayes_inference.rejection_sampler.RejectionSampler.calculate_loglik_logbme"><code class="xref py py-obj docutils literal notranslate"><span class="pre">calculate_loglik_logbme</span></code></a>(model_evals[, ...])</p></td>
+<td><p>Calculate log-likelihoods and logbme on the perturbed data.</p></td>
+</tr>
+<tr class="row-odd"><td><p><a class="reference internal" href="#bayesvalidrox.bayes_inference.rejection_sampler.RejectionSampler.calculate_valid_metrics" title="bayesvalidrox.bayes_inference.rejection_sampler.RejectionSampler.calculate_valid_metrics"><code class="xref py py-obj docutils literal notranslate"><span class="pre">calculate_valid_metrics</span></code></a>([exp_design, parallel])</p></td>
+<td><p>Calculate metrics including logBME, infEntropy, KLD.</p></td>
+</tr>
+<tr class="row-even"><td><p><a class="reference internal" href="#bayesvalidrox.bayes_inference.rejection_sampler.RejectionSampler.normpdf" title="bayesvalidrox.bayes_inference.rejection_sampler.RejectionSampler.normpdf"><code class="xref py py-obj docutils literal notranslate"><span class="pre">normpdf</span></code></a>(outputs[, std_outputs, rmse])</p></td>
+<td><p>Calculates the likelihood of simulation outputs compared with observation data.</p></td>
+</tr>
+<tr class="row-odd"><td><p><a class="reference internal" href="#bayesvalidrox.bayes_inference.rejection_sampler.RejectionSampler.run_sampler" title="bayesvalidrox.bayes_inference.rejection_sampler.RejectionSampler.run_sampler"><code class="xref py py-obj docutils literal notranslate"><span class="pre">run_sampler</span></code></a>([outputs, std_outputs, ...])</p></td>
+<td><p>Performs rejection sampling to update the prior distribution on the input parameters.</p></td>
+</tr>
+</tbody>
+</table>
+</div>
+<dl class="py method">
+<dt class="sig sig-object py" id="bayesvalidrox.bayes_inference.rejection_sampler.RejectionSampler.calculate_loglik_logbme">
+<span class="sig-name descname"><span class="pre">calculate_loglik_logbme</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">model_evals</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">surr_error</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">std_outputs</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">→</span> <span class="sig-return-typehint"><span class="pre">tuple</span><span class="p"><span class="pre">[</span></span><span class="pre">ndarray</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">ndarray</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#bayesvalidrox.bayes_inference.rejection_sampler.RejectionSampler.calculate_loglik_logbme" title="Link to this definition">¶</a></dt>
+<dd><p>Calculate log-likelihoods and logbme on the perturbed data.
+This function assumes everything as Gaussian.</p>
+<section id="parameters">
+<h3>Parameters<a class="headerlink" href="#parameters" title="Link to this heading">¶</a></h3>
+<dl class="simple">
+<dt>model_evals<span class="classifier">dict</span></dt><dd><p>Model or metamodel outputs as a dictionary.</p>
+</dd>
+<dt>surr_error<span class="classifier">dict, optional</span></dt><dd><p>A dictionary containing the root mean squared error as array of
+shape (n_samples, n_measurement) for each model output. The default
+is None.</p>
+</dd>
+<dt>std_outputs<span class="classifier">dict of 2d np arrays, optional</span></dt><dd><p>Standard deviation (uncertainty) associated to the output.
+The default is None.</p>
+</dd>
+</dl>
+</section>
+<section id="returns">
+<h3>Returns<a class="headerlink" href="#returns" title="Link to this heading">¶</a></h3>
+<dl class="simple">
+<dt>log_likelihood<span class="classifier">np.ndarray</span></dt><dd><p>The calculated loglikelihoods.
+Size: (n_samples, n_bootstrap_itr).</p>
+</dd>
+<dt>log_bme<span class="classifier">np.ndarray</span></dt><dd><p>The log bme. This also accounts for metamodel error, if
+self.use_emulator is True. Size: (1,n_bootstrap_itr).</p>
+</dd>
+</dl>
+</section>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="bayesvalidrox.bayes_inference.rejection_sampler.RejectionSampler.calculate_valid_metrics">
+<span class="sig-name descname"><span class="pre">calculate_valid_metrics</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">exp_design</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">parallel</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">→</span> <span class="sig-return-typehint"><span class="pre">tuple</span><span class="p"><span class="pre">[</span></span><span class="pre">ndarray</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">ndarray</span><span class="p"><span class="pre">]</span></span></span></span><a class="headerlink" href="#bayesvalidrox.bayes_inference.rejection_sampler.RejectionSampler.calculate_valid_metrics" title="Link to this definition">¶</a></dt>
+<dd><p>Calculate metrics including logBME, infEntropy, KLD.
+Code is taken from previous Engine and SeqDesign.</p>
+<section id="id1">
+<h3>Parameters<a class="headerlink" href="#id1" title="Link to this heading">¶</a></h3>
+<dl class="simple">
+<dt>exp_design<span class="classifier">obj, optional</span></dt><dd><p>Object of class bvr.ExpDesigns.
+The default is None.</p>
+</dd>
+<dt>parallel<span class="classifier">bool, optional</span></dt><dd><p>Use multiprocessing in calculation if set to True.
+The default is False.</p>
+</dd>
+</dl>
+</section>
+<section id="id2">
+<h3>Returns<a class="headerlink" href="#id2" title="Link to this heading">¶</a></h3>
+<dl class="simple">
+<dt>kld<span class="classifier">np.ndarray</span></dt><dd><p>KLD</p>
+</dd>
+<dt>inf_entropy<span class="classifier">np.ndarray</span></dt><dd><p>Information entropy</p>
+</dd>
+</dl>
+</section>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="bayesvalidrox.bayes_inference.rejection_sampler.RejectionSampler.normpdf">
+<span class="sig-name descname"><span class="pre">normpdf</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">outputs</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">std_outputs</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">rmse</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">→</span> <span class="sig-return-typehint"><span class="pre">ndarray</span></span></span><a class="headerlink" href="#bayesvalidrox.bayes_inference.rejection_sampler.RejectionSampler.normpdf" title="Link to this definition">¶</a></dt>
+<dd><p>Calculates the likelihood of simulation outputs compared with
+observation data.</p>
+<section id="id3">
+<h3>Parameters<a class="headerlink" href="#id3" title="Link to this heading">¶</a></h3>
+<dl class="simple">
+<dt>outputs<span class="classifier">dict</span></dt><dd><p>The metamodel outputs as an array of shape
+(n_samples, n_measurement) for each model output.</p>
+</dd>
+<dt>std_outputs<span class="classifier">dict of 2d np arrays, optional</span></dt><dd><p>Standard deviation (uncertainty) associated to the output.
+The default is None.</p>
+</dd>
+<dt>rmse<span class="classifier">dict, optional</span></dt><dd><p>A dictionary containing the root mean squared error as array of
+shape (n_samples, n_measurement) for each model output. The default
+is None.</p>
+</dd>
+</dl>
+</section>
+<section id="id4">
+<h3>Returns<a class="headerlink" href="#id4" title="Link to this heading">¶</a></h3>
+<dl class="simple">
+<dt>logLik<span class="classifier">np.ndarray</span></dt><dd><p>Log-likelihoods. Shape: (n_samples)</p>
+</dd>
+</dl>
+</section>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="bayesvalidrox.bayes_inference.rejection_sampler.RejectionSampler.run_sampler">
+<span class="sig-name descname"><span class="pre">run_sampler</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">outputs</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">std_outputs</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">surr_error</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">consider_samplesize</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">recalculate_loglik</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">→</span> <span class="sig-return-typehint"><span class="pre">DataFrame</span></span></span><a class="headerlink" href="#bayesvalidrox.bayes_inference.rejection_sampler.RejectionSampler.run_sampler" title="Link to this definition">¶</a></dt>
+<dd><p>Performs rejection sampling to update the prior distribution on the
+input parameters.
+If the likelihood is not given to the object, it will be calculated using the
+additional inputs in this function.</p>
+<section id="id5">
+<h3>Parameters<a class="headerlink" href="#id5" title="Link to this heading">¶</a></h3>
+<dl class="simple">
+<dt>outputs<span class="classifier">dict, optional</span></dt><dd><p>The metamodel outputs as an array of shape
+(n_samples, n_measurement) for each model output.
+The default is None.</p>
+</dd>
+<dt>std_outputs<span class="classifier">dict of 2d np arrays, optional</span></dt><dd><p>Standard deviation (uncertainty) associated to the output.
+The default is None.</p>
+</dd>
+<dt>surr_error<span class="classifier">dict, optional</span></dt><dd><p>A dictionary containing the root mean squared error as array of
+shape (n_samples, n_measurement) for each model output. The default
+is None.</p>
+</dd>
+<dt>consider_samplesize<span class="classifier">bool, optional</span></dt><dd><p>If set to True will stop the sampler if the effective sample size is
+to small and return None. The default is False</p>
+</dd>
+<dt>recalculate_loglik<span class="classifier">bool, optional</span></dt><dd><p>If set to True will recalculate the log_likelihood, even if it is
+already given. The default is False.</p>
+</dd>
+</dl>
+</section>
+<section id="raises">
+<h3>Raises<a class="headerlink" href="#raises" title="Link to this heading">¶</a></h3>
+<p>AttributeError</p>
+</section>
+<section id="id6">
+<h3>Returns<a class="headerlink" href="#id6" title="Link to this heading">¶</a></h3>
+<dl class="simple">
+<dt>posterior<span class="classifier">pd.DataFrame</span></dt><dd><p>Posterior samples of the input parameters.</p>
+</dd>
+</dl>
+</section>
+</dd></dl>
+
+</section>
+</dd></dl>
+
+</section>
+
+ </article>
+ </div>
+ <footer>
+
+ <div class="related-pages">
+ <a class="next-page" href="bayesvalidrox.post_processing.html">
+ <div class="page-info">
+ <div class="context">
+ <span>Next</span>
+ </div>
+ <div class="title">bayesvalidrox.post_processing</div>
+ </div>
+ <svg class="furo-related-icon"><use href="#svg-arrow-right"></use></svg>
+ </a>
+ <a class="prev-page" href="bayesvalidrox.bayes_inference.rejection_sampler.html">
+ <svg class="furo-related-icon"><use href="#svg-arrow-right"></use></svg>
+ <div class="page-info">
+ <div class="context">
+ <span>Previous</span>
+ </div>
+
+ <div class="title">bayesvalidrox.bayes_inference.rejection_sampler</div>
+
+ </div>
+ </a>
+ </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">
+
+
+ <div class="toc-sticky toc-scroll">
+ <div class="toc-title-container">
+ <span class="toc-title">
+ On this page
+ </span>
+ </div>
+ <div class="toc-tree-container">
+ <div class="toc-tree">
+ <ul>
+<li><a class="reference internal" href="#">bayesvalidrox.bayes_inference.rejection_sampler.RejectionSampler</a><ul>
+<li><a class="reference internal" href="#bayesvalidrox.bayes_inference.rejection_sampler.RejectionSampler"><code class="docutils literal notranslate"><span class="pre">RejectionSampler</span></code></a><ul>
+<li><a class="reference internal" href="#bayesvalidrox.bayes_inference.rejection_sampler.RejectionSampler.__init__"><code class="docutils literal notranslate"><span class="pre">RejectionSampler.__init__()</span></code></a></li>
+<li><a class="reference internal" href="#bayesvalidrox.bayes_inference.rejection_sampler.RejectionSampler.calculate_loglik_logbme"><code class="docutils literal notranslate"><span class="pre">RejectionSampler.calculate_loglik_logbme()</span></code></a></li>
+<li><a class="reference internal" href="#bayesvalidrox.bayes_inference.rejection_sampler.RejectionSampler.calculate_valid_metrics"><code class="docutils literal notranslate"><span class="pre">RejectionSampler.calculate_valid_metrics()</span></code></a></li>
+<li><a class="reference internal" href="#bayesvalidrox.bayes_inference.rejection_sampler.RejectionSampler.normpdf"><code class="docutils literal notranslate"><span class="pre">RejectionSampler.normpdf()</span></code></a></li>
+<li><a class="reference internal" href="#bayesvalidrox.bayes_inference.rejection_sampler.RejectionSampler.run_sampler"><code class="docutils literal notranslate"><span class="pre">RejectionSampler.run_sampler()</span></code></a></li>
+</ul>
+</li>
+</ul>
+</li>
+</ul>
+
+ </div>
+ </div>
+ </div>
+
+
+ </aside>
+ </div>
+</div><script src="../_static/documentation_options.js?v=79f5c508"></script>
+ <script src="../_static/doctools.js?v=9bcbadda"></script>
+ <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
+ <script src="../_static/scripts/furo.js?v=5fa4622c"></script>
+ </body>
+</html>
\ No newline at end of file
diff --git a/docs/build/html/_autosummary/bayesvalidrox.bayes_inference.rejection_sampler.html b/docs/build/html/_autosummary/bayesvalidrox.bayes_inference.rejection_sampler.html
new file mode 100644
index 0000000000000000000000000000000000000000..efd32ce48fd5295b364e204c0943e8fd18215eba
--- /dev/null
+++ b/docs/build/html/_autosummary/bayesvalidrox.bayes_inference.rejection_sampler.html
@@ -0,0 +1,484 @@
+<!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"><meta name="viewport" content="width=device-width, initial-scale=1" />
+<link rel="index" title="Index" href="../genindex.html" /><link rel="search" title="Search" href="../search.html" /><link rel="next" title="bayesvalidrox.bayes_inference.rejection_sampler.RejectionSampler" href="bayesvalidrox.bayes_inference.rejection_sampler.RejectionSampler.html" /><link rel="prev" title="bayesvalidrox.bayes_inference.post_sampler.PostSampler" href="bayesvalidrox.bayes_inference.post_sampler.PostSampler.html" />
+
+ <!-- Generated with Sphinx 8.1.3 and Furo 2024.08.06 -->
+ <title>bayesvalidrox.bayes_inference.rejection_sampler - bayesvalidrox 2.0.0 documentation</title>
+ <link rel="stylesheet" type="text/css" href="../_static/pygments.css?v=a746c00c" />
+ <link rel="stylesheet" type="text/css" href="../_static/styles/furo.css?v=354aac6f" />
+ <link rel="stylesheet" type="text/css" href="../_static/styles/furo-extensions.css?v=302659d7" />
+ <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" 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" 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-with-moon" viewBox="0 0 24 24">
+ <title>Auto light/dark, in light mode</title>
+ <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" fill="none" stroke="currentColor"
+ stroke-width="1" stroke-linecap="round" stroke-linejoin="round"
+ class="icon-custom-derived-from-feather-sun-and-tabler-moon">
+ <path style="opacity: 50%" d="M 5.411 14.504 C 5.471 14.504 5.532 14.504 5.591 14.504 C 3.639 16.319 4.383 19.569 6.931 20.352 C 7.693 20.586 8.512 20.551 9.25 20.252 C 8.023 23.207 4.056 23.725 2.11 21.184 C 0.166 18.642 1.702 14.949 4.874 14.536 C 5.051 14.512 5.231 14.5 5.411 14.5 L 5.411 14.504 Z"/>
+ <line x1="14.5" y1="3.25" x2="14.5" y2="1.25"/>
+ <line x1="14.5" y1="15.85" x2="14.5" y2="17.85"/>
+ <line x1="10.044" y1="5.094" x2="8.63" y2="3.68"/>
+ <line x1="19" y1="14.05" x2="20.414" y2="15.464"/>
+ <line x1="8.2" y1="9.55" x2="6.2" y2="9.55"/>
+ <line x1="20.8" y1="9.55" x2="22.8" y2="9.55"/>
+ <line x1="10.044" y1="14.006" x2="8.63" y2="15.42"/>
+ <line x1="19" y1="5.05" x2="20.414" y2="3.636"/>
+ <circle cx="14.5" cy="9.55" r="3.6"/>
+ </svg>
+ </symbol>
+ <symbol id="svg-moon-with-sun" viewBox="0 0 24 24">
+ <title>Auto light/dark, in dark mode</title>
+ <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" fill="none" stroke="currentColor"
+ stroke-width="1" stroke-linecap="round" stroke-linejoin="round"
+ class="icon-custom-derived-from-feather-sun-and-tabler-moon">
+ <path d="M 8.282 7.007 C 8.385 7.007 8.494 7.007 8.595 7.007 C 5.18 10.184 6.481 15.869 10.942 17.24 C 12.275 17.648 13.706 17.589 15 17.066 C 12.851 22.236 5.91 23.143 2.505 18.696 C -0.897 14.249 1.791 7.786 7.342 7.063 C 7.652 7.021 7.965 7 8.282 7 L 8.282 7.007 Z"/>
+ <line style="opacity: 50%" x1="18" y1="3.705" x2="18" y2="2.5"/>
+ <line style="opacity: 50%" x1="18" y1="11.295" x2="18" y2="12.5"/>
+ <line style="opacity: 50%" x1="15.316" y1="4.816" x2="14.464" y2="3.964"/>
+ <line style="opacity: 50%" x1="20.711" y1="10.212" x2="21.563" y2="11.063"/>
+ <line style="opacity: 50%" x1="14.205" y1="7.5" x2="13.001" y2="7.5"/>
+ <line style="opacity: 50%" x1="21.795" y1="7.5" x2="23" y2="7.5"/>
+ <line style="opacity: 50%" x1="15.316" y1="10.184" x2="14.464" y2="11.036"/>
+ <line style="opacity: 50%" x1="20.711" y1="4.789" x2="21.563" y2="3.937"/>
+ <circle style="opacity: 50%" cx="18" cy="7.5" r="2.169"/>
+ </svg>
+ </symbol>
+ <symbol id="svg-pencil" viewBox="0 0 24 24">
+ <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" fill="none" stroke="currentColor"
+ stroke-width="1" stroke-linecap="round" stroke-linejoin="round" class="icon-tabler-pencil-code">
+ <path d="M4 20h4l10.5 -10.5a2.828 2.828 0 1 0 -4 -4l-10.5 10.5v4" />
+ <path d="M13.5 6.5l4 4" />
+ <path d="M20 21l2 -2l-2 -2" />
+ <path d="M17 17l-2 2l2 2" />
+ </svg>
+ </symbol>
+ <symbol id="svg-eye" viewBox="0 0 24 24">
+ <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" fill="none" stroke="currentColor"
+ stroke-width="1" stroke-linecap="round" stroke-linejoin="round" class="icon-tabler-eye-code">
+ <path stroke="none" d="M0 0h24v24H0z" fill="none" />
+ <path d="M10 12a2 2 0 1 0 4 0a2 2 0 0 0 -4 0" />
+ <path
+ d="M11.11 17.958c-3.209 -.307 -5.91 -2.293 -8.11 -5.958c2.4 -4 5.4 -6 9 -6c3.6 0 6.6 2 9 6c-.21 .352 -.427 .688 -.647 1.008" />
+ <path d="M20 21l2 -2l-2 -2" />
+ <path d="M17 17l-2 2l2 2" />
+ </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>
+
+<a class="skip-to-content muted-link" href="#furo-main-content">Skip to content</a>
+
+
+
+<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 2.0.0 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-light"><use href="#svg-sun-with-moon"></use></svg>
+ <svg class="theme-icon-when-auto-dark"><use href="#svg-moon-with-sun"></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="../search.html" 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 class="current">
+<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 current has-children"><a class="reference internal" href="../api.html">API</a><input checked="" 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 class="current">
+<li class="toctree-l2 current has-children"><a class="reference internal" href="bayesvalidrox.html">bayesvalidrox</a><input checked="" 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 class="current">
+<li class="toctree-l3 current has-children"><a class="reference internal" href="bayesvalidrox.bayes_inference.html">bayesvalidrox.bayes_inference</a><input checked="" 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 class="current">
+<li class="toctree-l4 has-children"><a class="reference internal" href="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="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="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="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="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="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="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="bayesvalidrox.bayes_inference.mcmc.MCMC.html">bayesvalidrox.bayes_inference.mcmc.MCMC</a></li>
+</ul>
+</li>
+<li class="toctree-l4 has-children"><a class="reference internal" href="bayesvalidrox.bayes_inference.post_sampler.html">bayesvalidrox.bayes_inference.post_sampler</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.bayes_inference.post_sampler</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l5"><a class="reference internal" href="bayesvalidrox.bayes_inference.post_sampler.PostSampler.html">bayesvalidrox.bayes_inference.post_sampler.PostSampler</a></li>
+</ul>
+</li>
+<li class="toctree-l4 current has-children current-page"><a class="current reference internal" href="#">bayesvalidrox.bayes_inference.rejection_sampler</a><input checked="" 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.bayes_inference.rejection_sampler</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l5"><a class="reference internal" href="bayesvalidrox.bayes_inference.rejection_sampler.RejectionSampler.html">bayesvalidrox.bayes_inference.rejection_sampler.RejectionSampler</a></li>
+</ul>
+</li>
+</ul>
+</li>
+<li class="toctree-l3 has-children"><a class="reference internal" href="bayesvalidrox.post_processing.html">bayesvalidrox.post_processing</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.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="bayesvalidrox.post_processing.post_processing.html">bayesvalidrox.post_processing.post_processing</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.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="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="bayesvalidrox.pylink.html">bayesvalidrox.pylink</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.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="bayesvalidrox.pylink.pylink.html">bayesvalidrox.pylink.pylink</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.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="bayesvalidrox.pylink.pylink.within_range.html">bayesvalidrox.pylink.pylink.within_range</a></li>
+<li class="toctree-l5"><a class="reference internal" href="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="bayesvalidrox.surrogate_models.html">bayesvalidrox.surrogate_models</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</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="bayesvalidrox.surrogate_models.apoly_construction.html">bayesvalidrox.surrogate_models.apoly_construction</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.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="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="bayesvalidrox.surrogate_models.bayes_linear.html">bayesvalidrox.surrogate_models.bayes_linear</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.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="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="bayesvalidrox.surrogate_models.bayes_linear.BayesianLinearRegression.html">bayesvalidrox.surrogate_models.bayes_linear.BayesianLinearRegression</a></li>
+<li class="toctree-l5"><a class="reference internal" href="bayesvalidrox.surrogate_models.bayes_linear.EBLinearRegression.html">bayesvalidrox.surrogate_models.bayes_linear.EBLinearRegression</a></li>
+<li class="toctree-l5"><a class="reference internal" href="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="bayesvalidrox.surrogate_models.engine.html">bayesvalidrox.surrogate_models.engine</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.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="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="bayesvalidrox.surrogate_models.eval_rec_rule.html">bayesvalidrox.surrogate_models.eval_rec_rule</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.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="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="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="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="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="bayesvalidrox.surrogate_models.exp_designs.html">bayesvalidrox.surrogate_models.exp_designs</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.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="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="bayesvalidrox.surrogate_models.exploration.html">bayesvalidrox.surrogate_models.exploration</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.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="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="bayesvalidrox.surrogate_models.gaussian_process_sklearn.html">bayesvalidrox.surrogate_models.gaussian_process_sklearn</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.gaussian_process_sklearn</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l5"><a class="reference internal" href="bayesvalidrox.surrogate_models.gaussian_process_sklearn.GPESkl.html">bayesvalidrox.surrogate_models.gaussian_process_sklearn.GPESkl</a></li>
+<li class="toctree-l5"><a class="reference internal" href="bayesvalidrox.surrogate_models.gaussian_process_sklearn.MySklGPE.html">bayesvalidrox.surrogate_models.gaussian_process_sklearn.MySklGPE</a></li>
+</ul>
+</li>
+<li class="toctree-l4 has-children"><a class="reference internal" href="bayesvalidrox.surrogate_models.glexindex.html">bayesvalidrox.surrogate_models.glexindex</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.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="bayesvalidrox.surrogate_models.glexindex.cross_truncate.html">bayesvalidrox.surrogate_models.glexindex.cross_truncate</a></li>
+<li class="toctree-l5"><a class="reference internal" href="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="bayesvalidrox.surrogate_models.input_space.html">bayesvalidrox.surrogate_models.input_space</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.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="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="bayesvalidrox.surrogate_models.inputs.html">bayesvalidrox.surrogate_models.inputs</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.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="bayesvalidrox.surrogate_models.inputs.Input.html">bayesvalidrox.surrogate_models.inputs.Input</a></li>
+<li class="toctree-l5"><a class="reference internal" href="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="bayesvalidrox.surrogate_models.meta_model.html">bayesvalidrox.surrogate_models.meta_model</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.meta_model</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l5"><a class="reference internal" href="bayesvalidrox.surrogate_models.meta_model.transform_y.html">bayesvalidrox.surrogate_models.meta_model.transform_y</a></li>
+<li class="toctree-l5"><a class="reference internal" href="bayesvalidrox.surrogate_models.meta_model.MetaModel.html">bayesvalidrox.surrogate_models.meta_model.MetaModel</a></li>
+</ul>
+</li>
+<li class="toctree-l4 has-children"><a class="reference internal" href="bayesvalidrox.surrogate_models.orthogonal_matching_pursuit.html">bayesvalidrox.surrogate_models.orthogonal_matching_pursuit</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.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="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="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="bayesvalidrox.surrogate_models.pce_gpr.html">bayesvalidrox.surrogate_models.pce_gpr</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.pce_gpr</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l5"><a class="reference internal" href="bayesvalidrox.surrogate_models.pce_gpr.PCEGPR.html">bayesvalidrox.surrogate_models.pce_gpr.PCEGPR</a></li>
+</ul>
+</li>
+<li class="toctree-l4 has-children"><a class="reference internal" href="bayesvalidrox.surrogate_models.polynomial_chaos.html">bayesvalidrox.surrogate_models.polynomial_chaos</a><input class="toctree-checkbox" id="toctree-checkbox-30" name="toctree-checkbox-30" role="switch" type="checkbox"/><label for="toctree-checkbox-30"><div class="visually-hidden">Toggle navigation of bayesvalidrox.surrogate_models.polynomial_chaos</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l5"><a class="reference internal" href="bayesvalidrox.surrogate_models.polynomial_chaos.PCE.html">bayesvalidrox.surrogate_models.polynomial_chaos.PCE</a></li>
+</ul>
+</li>
+<li class="toctree-l4 has-children"><a class="reference internal" href="bayesvalidrox.surrogate_models.reg_fast_ard.html">bayesvalidrox.surrogate_models.reg_fast_ard</a><input class="toctree-checkbox" id="toctree-checkbox-31" name="toctree-checkbox-31" role="switch" type="checkbox"/><label for="toctree-checkbox-31"><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="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="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="bayesvalidrox.surrogate_models.reg_fast_laplace.html">bayesvalidrox.surrogate_models.reg_fast_laplace</a><input class="toctree-checkbox" id="toctree-checkbox-32" name="toctree-checkbox-32" role="switch" type="checkbox"/><label for="toctree-checkbox-32"><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="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="bayesvalidrox.surrogate_models.sequential_design.html">bayesvalidrox.surrogate_models.sequential_design</a><input class="toctree-checkbox" id="toctree-checkbox-33" name="toctree-checkbox-33" role="switch" type="checkbox"/><label for="toctree-checkbox-33"><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="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="bayesvalidrox.surrogate_models.supplementary.html">bayesvalidrox.surrogate_models.supplementary</a><input class="toctree-checkbox" id="toctree-checkbox-34" name="toctree-checkbox-34" role="switch" type="checkbox"/><label for="toctree-checkbox-34"><div class="visually-hidden">Toggle navigation of bayesvalidrox.surrogate_models.supplementary</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l5"><a class="reference internal" href="bayesvalidrox.surrogate_models.supplementary.check_ranges.html">bayesvalidrox.surrogate_models.supplementary.check_ranges</a></li>
+<li class="toctree-l5"><a class="reference internal" href="bayesvalidrox.surrogate_models.supplementary.corr_loocv_error.html">bayesvalidrox.surrogate_models.supplementary.corr_loocv_error</a></li>
+<li class="toctree-l5"><a class="reference internal" href="bayesvalidrox.surrogate_models.supplementary.create_psi.html">bayesvalidrox.surrogate_models.supplementary.create_psi</a></li>
+<li class="toctree-l5"><a class="reference internal" href="bayesvalidrox.surrogate_models.supplementary.gelman_rubin.html">bayesvalidrox.surrogate_models.supplementary.gelman_rubin</a></li>
+<li class="toctree-l5"><a class="reference internal" href="bayesvalidrox.surrogate_models.supplementary.hellinger_distance.html">bayesvalidrox.surrogate_models.supplementary.hellinger_distance</a></li>
+<li class="toctree-l5"><a class="reference internal" href="bayesvalidrox.surrogate_models.supplementary.kernel_rbf.html">bayesvalidrox.surrogate_models.supplementary.kernel_rbf</a></li>
+<li class="toctree-l5"><a class="reference internal" href="bayesvalidrox.surrogate_models.supplementary.root_mean_squared_error.html">bayesvalidrox.surrogate_models.supplementary.root_mean_squared_error</a></li>
+<li class="toctree-l5"><a class="reference internal" href="bayesvalidrox.surrogate_models.supplementary.subdomain.html">bayesvalidrox.surrogate_models.supplementary.subdomain</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="view-this-page">
+ <a class="muted-link" href="../_sources/_autosummary/bayesvalidrox.bayes_inference.rejection_sampler.rst.txt" title="View this page">
+ <svg><use href="#svg-eye"></use></svg>
+ <span class="visually-hidden">View this page</span>
+ </a>
+</div>
+<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-light"><use href="#svg-sun-with-moon"></use></svg>
+ <svg class="theme-icon-when-auto-dark"><use href="#svg-moon-with-sun"></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" id="furo-main-content">
+ <section id="module-bayesvalidrox.bayes_inference.rejection_sampler">
+<span id="bayesvalidrox-bayes-inference-rejection-sampler"></span><h1>bayesvalidrox.bayes_inference.rejection_sampler<a class="headerlink" href="#module-bayesvalidrox.bayes_inference.rejection_sampler" title="Link to this heading">¶</a></h1>
+<p>PostSampler for rejection sampling.
+# TODO: rename the file to rejection_sampler.py?</p>
+<p class="rubric">Classes</p>
+<div class="table-wrapper autosummary longtable docutils container">
+<table class="autosummary longtable docutils align-default">
+<tbody>
+<tr class="row-odd"><td><p><a class="reference internal" href="bayesvalidrox.bayes_inference.rejection_sampler.RejectionSampler.html#bayesvalidrox.bayes_inference.rejection_sampler.RejectionSampler" title="bayesvalidrox.bayes_inference.rejection_sampler.RejectionSampler"><code class="xref py py-obj docutils literal notranslate"><span class="pre">RejectionSampler</span></code></a>([engine, discrepancy, ...])</p></td>
+<td><p>A class for generating posterior samples via rejection sampling.</p></td>
+</tr>
+</tbody>
+</table>
+</div>
+</section>
+
+ </article>
+ </div>
+ <footer>
+
+ <div class="related-pages">
+ <a class="next-page" href="bayesvalidrox.bayes_inference.rejection_sampler.RejectionSampler.html">
+ <div class="page-info">
+ <div class="context">
+ <span>Next</span>
+ </div>
+ <div class="title">bayesvalidrox.bayes_inference.rejection_sampler.RejectionSampler</div>
+ </div>
+ <svg class="furo-related-icon"><use href="#svg-arrow-right"></use></svg>
+ </a>
+ <a class="prev-page" href="bayesvalidrox.bayes_inference.post_sampler.PostSampler.html">
+ <svg class="furo-related-icon"><use href="#svg-arrow-right"></use></svg>
+ <div class="page-info">
+ <div class="context">
+ <span>Previous</span>
+ </div>
+
+ <div class="title">bayesvalidrox.bayes_inference.post_sampler.PostSampler</div>
+
+ </div>
+ </a>
+ </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=79f5c508"></script>
+ <script src="../_static/doctools.js?v=9bcbadda"></script>
+ <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
+ <script src="../_static/scripts/furo.js?v=5fa4622c"></script>
+ </body>
+</html>
\ No newline at end of file
diff --git a/docs/build/html/_autosummary/bayesvalidrox.surrogate_models.meta_model.MetaModel.html b/docs/build/html/_autosummary/bayesvalidrox.surrogate_models.meta_model.MetaModel.html
new file mode 100644
index 0000000000000000000000000000000000000000..342c4139c741e0356b5520129bb474eea666d9f4
--- /dev/null
+++ b/docs/build/html/_autosummary/bayesvalidrox.surrogate_models.meta_model.MetaModel.html
@@ -0,0 +1,819 @@
+<!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"><meta name="viewport" content="width=device-width, initial-scale=1" />
+<link rel="index" title="Index" href="../genindex.html" /><link rel="search" title="Search" href="../search.html" /><link rel="next" title="bayesvalidrox.surrogate_models.orthogonal_matching_pursuit" href="bayesvalidrox.surrogate_models.orthogonal_matching_pursuit.html" /><link rel="prev" title="bayesvalidrox.surrogate_models.meta_model.transform_y" href="bayesvalidrox.surrogate_models.meta_model.transform_y.html" />
+
+ <!-- Generated with Sphinx 8.1.3 and Furo 2024.08.06 -->
+ <title>bayesvalidrox.surrogate_models.meta_model.MetaModel - bayesvalidrox 2.0.0 documentation</title>
+ <link rel="stylesheet" type="text/css" href="../_static/pygments.css?v=a746c00c" />
+ <link rel="stylesheet" type="text/css" href="../_static/styles/furo.css?v=354aac6f" />
+ <link rel="stylesheet" type="text/css" href="../_static/styles/furo-extensions.css?v=302659d7" />
+ <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" 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" 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-with-moon" viewBox="0 0 24 24">
+ <title>Auto light/dark, in light mode</title>
+ <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" fill="none" stroke="currentColor"
+ stroke-width="1" stroke-linecap="round" stroke-linejoin="round"
+ class="icon-custom-derived-from-feather-sun-and-tabler-moon">
+ <path style="opacity: 50%" d="M 5.411 14.504 C 5.471 14.504 5.532 14.504 5.591 14.504 C 3.639 16.319 4.383 19.569 6.931 20.352 C 7.693 20.586 8.512 20.551 9.25 20.252 C 8.023 23.207 4.056 23.725 2.11 21.184 C 0.166 18.642 1.702 14.949 4.874 14.536 C 5.051 14.512 5.231 14.5 5.411 14.5 L 5.411 14.504 Z"/>
+ <line x1="14.5" y1="3.25" x2="14.5" y2="1.25"/>
+ <line x1="14.5" y1="15.85" x2="14.5" y2="17.85"/>
+ <line x1="10.044" y1="5.094" x2="8.63" y2="3.68"/>
+ <line x1="19" y1="14.05" x2="20.414" y2="15.464"/>
+ <line x1="8.2" y1="9.55" x2="6.2" y2="9.55"/>
+ <line x1="20.8" y1="9.55" x2="22.8" y2="9.55"/>
+ <line x1="10.044" y1="14.006" x2="8.63" y2="15.42"/>
+ <line x1="19" y1="5.05" x2="20.414" y2="3.636"/>
+ <circle cx="14.5" cy="9.55" r="3.6"/>
+ </svg>
+ </symbol>
+ <symbol id="svg-moon-with-sun" viewBox="0 0 24 24">
+ <title>Auto light/dark, in dark mode</title>
+ <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" fill="none" stroke="currentColor"
+ stroke-width="1" stroke-linecap="round" stroke-linejoin="round"
+ class="icon-custom-derived-from-feather-sun-and-tabler-moon">
+ <path d="M 8.282 7.007 C 8.385 7.007 8.494 7.007 8.595 7.007 C 5.18 10.184 6.481 15.869 10.942 17.24 C 12.275 17.648 13.706 17.589 15 17.066 C 12.851 22.236 5.91 23.143 2.505 18.696 C -0.897 14.249 1.791 7.786 7.342 7.063 C 7.652 7.021 7.965 7 8.282 7 L 8.282 7.007 Z"/>
+ <line style="opacity: 50%" x1="18" y1="3.705" x2="18" y2="2.5"/>
+ <line style="opacity: 50%" x1="18" y1="11.295" x2="18" y2="12.5"/>
+ <line style="opacity: 50%" x1="15.316" y1="4.816" x2="14.464" y2="3.964"/>
+ <line style="opacity: 50%" x1="20.711" y1="10.212" x2="21.563" y2="11.063"/>
+ <line style="opacity: 50%" x1="14.205" y1="7.5" x2="13.001" y2="7.5"/>
+ <line style="opacity: 50%" x1="21.795" y1="7.5" x2="23" y2="7.5"/>
+ <line style="opacity: 50%" x1="15.316" y1="10.184" x2="14.464" y2="11.036"/>
+ <line style="opacity: 50%" x1="20.711" y1="4.789" x2="21.563" y2="3.937"/>
+ <circle style="opacity: 50%" cx="18" cy="7.5" r="2.169"/>
+ </svg>
+ </symbol>
+ <symbol id="svg-pencil" viewBox="0 0 24 24">
+ <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" fill="none" stroke="currentColor"
+ stroke-width="1" stroke-linecap="round" stroke-linejoin="round" class="icon-tabler-pencil-code">
+ <path d="M4 20h4l10.5 -10.5a2.828 2.828 0 1 0 -4 -4l-10.5 10.5v4" />
+ <path d="M13.5 6.5l4 4" />
+ <path d="M20 21l2 -2l-2 -2" />
+ <path d="M17 17l-2 2l2 2" />
+ </svg>
+ </symbol>
+ <symbol id="svg-eye" viewBox="0 0 24 24">
+ <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" fill="none" stroke="currentColor"
+ stroke-width="1" stroke-linecap="round" stroke-linejoin="round" class="icon-tabler-eye-code">
+ <path stroke="none" d="M0 0h24v24H0z" fill="none" />
+ <path d="M10 12a2 2 0 1 0 4 0a2 2 0 0 0 -4 0" />
+ <path
+ d="M11.11 17.958c-3.209 -.307 -5.91 -2.293 -8.11 -5.958c2.4 -4 5.4 -6 9 -6c3.6 0 6.6 2 9 6c-.21 .352 -.427 .688 -.647 1.008" />
+ <path d="M20 21l2 -2l-2 -2" />
+ <path d="M17 17l-2 2l2 2" />
+ </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>
+
+<a class="skip-to-content muted-link" href="#furo-main-content">Skip to content</a>
+
+
+
+<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 2.0.0 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-light"><use href="#svg-sun-with-moon"></use></svg>
+ <svg class="theme-icon-when-auto-dark"><use href="#svg-moon-with-sun"></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" 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="../search.html" 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 class="current">
+<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 current has-children"><a class="reference internal" href="../api.html">API</a><input checked="" 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 class="current">
+<li class="toctree-l2 current has-children"><a class="reference internal" href="bayesvalidrox.html">bayesvalidrox</a><input checked="" 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 class="current">
+<li class="toctree-l3 has-children"><a class="reference internal" href="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="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="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="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="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="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="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="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="bayesvalidrox.bayes_inference.mcmc.MCMC.html">bayesvalidrox.bayes_inference.mcmc.MCMC</a></li>
+</ul>
+</li>
+<li class="toctree-l4 has-children"><a class="reference internal" href="bayesvalidrox.bayes_inference.post_sampler.html">bayesvalidrox.bayes_inference.post_sampler</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.bayes_inference.post_sampler</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l5"><a class="reference internal" href="bayesvalidrox.bayes_inference.post_sampler.PostSampler.html">bayesvalidrox.bayes_inference.post_sampler.PostSampler</a></li>
+</ul>
+</li>
+<li class="toctree-l4 has-children"><a class="reference internal" href="bayesvalidrox.bayes_inference.rejection_sampler.html">bayesvalidrox.bayes_inference.rejection_sampler</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.bayes_inference.rejection_sampler</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l5"><a class="reference internal" href="bayesvalidrox.bayes_inference.rejection_sampler.RejectionSampler.html">bayesvalidrox.bayes_inference.rejection_sampler.RejectionSampler</a></li>
+</ul>
+</li>
+</ul>
+</li>
+<li class="toctree-l3 has-children"><a class="reference internal" href="bayesvalidrox.post_processing.html">bayesvalidrox.post_processing</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.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="bayesvalidrox.post_processing.post_processing.html">bayesvalidrox.post_processing.post_processing</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.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="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="bayesvalidrox.pylink.html">bayesvalidrox.pylink</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.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="bayesvalidrox.pylink.pylink.html">bayesvalidrox.pylink.pylink</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.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="bayesvalidrox.pylink.pylink.within_range.html">bayesvalidrox.pylink.pylink.within_range</a></li>
+<li class="toctree-l5"><a class="reference internal" href="bayesvalidrox.pylink.pylink.PyLinkForwardModel.html">bayesvalidrox.pylink.pylink.PyLinkForwardModel</a></li>
+</ul>
+</li>
+</ul>
+</li>
+<li class="toctree-l3 current has-children"><a class="reference internal" href="bayesvalidrox.surrogate_models.html">bayesvalidrox.surrogate_models</a><input checked="" 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</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul class="current">
+<li class="toctree-l4 has-children"><a class="reference internal" href="bayesvalidrox.surrogate_models.apoly_construction.html">bayesvalidrox.surrogate_models.apoly_construction</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.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="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="bayesvalidrox.surrogate_models.bayes_linear.html">bayesvalidrox.surrogate_models.bayes_linear</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.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="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="bayesvalidrox.surrogate_models.bayes_linear.BayesianLinearRegression.html">bayesvalidrox.surrogate_models.bayes_linear.BayesianLinearRegression</a></li>
+<li class="toctree-l5"><a class="reference internal" href="bayesvalidrox.surrogate_models.bayes_linear.EBLinearRegression.html">bayesvalidrox.surrogate_models.bayes_linear.EBLinearRegression</a></li>
+<li class="toctree-l5"><a class="reference internal" href="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="bayesvalidrox.surrogate_models.engine.html">bayesvalidrox.surrogate_models.engine</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.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="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="bayesvalidrox.surrogate_models.eval_rec_rule.html">bayesvalidrox.surrogate_models.eval_rec_rule</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.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="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="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="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="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="bayesvalidrox.surrogate_models.exp_designs.html">bayesvalidrox.surrogate_models.exp_designs</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.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="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="bayesvalidrox.surrogate_models.exploration.html">bayesvalidrox.surrogate_models.exploration</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.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="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="bayesvalidrox.surrogate_models.gaussian_process_sklearn.html">bayesvalidrox.surrogate_models.gaussian_process_sklearn</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.gaussian_process_sklearn</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l5"><a class="reference internal" href="bayesvalidrox.surrogate_models.gaussian_process_sklearn.GPESkl.html">bayesvalidrox.surrogate_models.gaussian_process_sklearn.GPESkl</a></li>
+<li class="toctree-l5"><a class="reference internal" href="bayesvalidrox.surrogate_models.gaussian_process_sklearn.MySklGPE.html">bayesvalidrox.surrogate_models.gaussian_process_sklearn.MySklGPE</a></li>
+</ul>
+</li>
+<li class="toctree-l4 has-children"><a class="reference internal" href="bayesvalidrox.surrogate_models.glexindex.html">bayesvalidrox.surrogate_models.glexindex</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.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="bayesvalidrox.surrogate_models.glexindex.cross_truncate.html">bayesvalidrox.surrogate_models.glexindex.cross_truncate</a></li>
+<li class="toctree-l5"><a class="reference internal" href="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="bayesvalidrox.surrogate_models.input_space.html">bayesvalidrox.surrogate_models.input_space</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.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="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="bayesvalidrox.surrogate_models.inputs.html">bayesvalidrox.surrogate_models.inputs</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.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="bayesvalidrox.surrogate_models.inputs.Input.html">bayesvalidrox.surrogate_models.inputs.Input</a></li>
+<li class="toctree-l5"><a class="reference internal" href="bayesvalidrox.surrogate_models.inputs.Marginal.html">bayesvalidrox.surrogate_models.inputs.Marginal</a></li>
+</ul>
+</li>
+<li class="toctree-l4 current has-children"><a class="reference internal" href="bayesvalidrox.surrogate_models.meta_model.html">bayesvalidrox.surrogate_models.meta_model</a><input checked="" 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.meta_model</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul class="current">
+<li class="toctree-l5"><a class="reference internal" href="bayesvalidrox.surrogate_models.meta_model.transform_y.html">bayesvalidrox.surrogate_models.meta_model.transform_y</a></li>
+<li class="toctree-l5 current current-page"><a class="current reference internal" href="#">bayesvalidrox.surrogate_models.meta_model.MetaModel</a></li>
+</ul>
+</li>
+<li class="toctree-l4 has-children"><a class="reference internal" href="bayesvalidrox.surrogate_models.orthogonal_matching_pursuit.html">bayesvalidrox.surrogate_models.orthogonal_matching_pursuit</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.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="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="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="bayesvalidrox.surrogate_models.pce_gpr.html">bayesvalidrox.surrogate_models.pce_gpr</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.pce_gpr</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l5"><a class="reference internal" href="bayesvalidrox.surrogate_models.pce_gpr.PCEGPR.html">bayesvalidrox.surrogate_models.pce_gpr.PCEGPR</a></li>
+</ul>
+</li>
+<li class="toctree-l4 has-children"><a class="reference internal" href="bayesvalidrox.surrogate_models.polynomial_chaos.html">bayesvalidrox.surrogate_models.polynomial_chaos</a><input class="toctree-checkbox" id="toctree-checkbox-30" name="toctree-checkbox-30" role="switch" type="checkbox"/><label for="toctree-checkbox-30"><div class="visually-hidden">Toggle navigation of bayesvalidrox.surrogate_models.polynomial_chaos</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l5"><a class="reference internal" href="bayesvalidrox.surrogate_models.polynomial_chaos.PCE.html">bayesvalidrox.surrogate_models.polynomial_chaos.PCE</a></li>
+</ul>
+</li>
+<li class="toctree-l4 has-children"><a class="reference internal" href="bayesvalidrox.surrogate_models.reg_fast_ard.html">bayesvalidrox.surrogate_models.reg_fast_ard</a><input class="toctree-checkbox" id="toctree-checkbox-31" name="toctree-checkbox-31" role="switch" type="checkbox"/><label for="toctree-checkbox-31"><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="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="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="bayesvalidrox.surrogate_models.reg_fast_laplace.html">bayesvalidrox.surrogate_models.reg_fast_laplace</a><input class="toctree-checkbox" id="toctree-checkbox-32" name="toctree-checkbox-32" role="switch" type="checkbox"/><label for="toctree-checkbox-32"><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="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="bayesvalidrox.surrogate_models.sequential_design.html">bayesvalidrox.surrogate_models.sequential_design</a><input class="toctree-checkbox" id="toctree-checkbox-33" name="toctree-checkbox-33" role="switch" type="checkbox"/><label for="toctree-checkbox-33"><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="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="bayesvalidrox.surrogate_models.supplementary.html">bayesvalidrox.surrogate_models.supplementary</a><input class="toctree-checkbox" id="toctree-checkbox-34" name="toctree-checkbox-34" role="switch" type="checkbox"/><label for="toctree-checkbox-34"><div class="visually-hidden">Toggle navigation of bayesvalidrox.surrogate_models.supplementary</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l5"><a class="reference internal" href="bayesvalidrox.surrogate_models.supplementary.check_ranges.html">bayesvalidrox.surrogate_models.supplementary.check_ranges</a></li>
+<li class="toctree-l5"><a class="reference internal" href="bayesvalidrox.surrogate_models.supplementary.corr_loocv_error.html">bayesvalidrox.surrogate_models.supplementary.corr_loocv_error</a></li>
+<li class="toctree-l5"><a class="reference internal" href="bayesvalidrox.surrogate_models.supplementary.create_psi.html">bayesvalidrox.surrogate_models.supplementary.create_psi</a></li>
+<li class="toctree-l5"><a class="reference internal" href="bayesvalidrox.surrogate_models.supplementary.gelman_rubin.html">bayesvalidrox.surrogate_models.supplementary.gelman_rubin</a></li>
+<li class="toctree-l5"><a class="reference internal" href="bayesvalidrox.surrogate_models.supplementary.hellinger_distance.html">bayesvalidrox.surrogate_models.supplementary.hellinger_distance</a></li>
+<li class="toctree-l5"><a class="reference internal" href="bayesvalidrox.surrogate_models.supplementary.kernel_rbf.html">bayesvalidrox.surrogate_models.supplementary.kernel_rbf</a></li>
+<li class="toctree-l5"><a class="reference internal" href="bayesvalidrox.surrogate_models.supplementary.root_mean_squared_error.html">bayesvalidrox.surrogate_models.supplementary.root_mean_squared_error</a></li>
+<li class="toctree-l5"><a class="reference internal" href="bayesvalidrox.surrogate_models.supplementary.subdomain.html">bayesvalidrox.surrogate_models.supplementary.subdomain</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="view-this-page">
+ <a class="muted-link" href="../_sources/_autosummary/bayesvalidrox.surrogate_models.meta_model.MetaModel.rst.txt" title="View this page">
+ <svg><use href="#svg-eye"></use></svg>
+ <span class="visually-hidden">View this page</span>
+ </a>
+</div>
+<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-light"><use href="#svg-sun-with-moon"></use></svg>
+ <svg class="theme-icon-when-auto-dark"><use href="#svg-moon-with-sun"></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" 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" id="furo-main-content">
+ <section id="bayesvalidrox-surrogate-models-meta-model-metamodel">
+<h1>bayesvalidrox.surrogate_models.meta_model.MetaModel<a class="headerlink" href="#bayesvalidrox-surrogate-models-meta-model-metamodel" title="Link to this heading">¶</a></h1>
+<dl class="py class">
+<dt class="sig sig-object py" id="bayesvalidrox.surrogate_models.meta_model.MetaModel">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">bayesvalidrox.surrogate_models.meta_model.</span></span><span class="sig-name descname"><span class="pre">MetaModel</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">input_obj</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">meta_model_type</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">''</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">bootstrap_method</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'fast'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">n_bootstrap_itrs</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dim_red_method</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'no'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">is_gaussian</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">verbose</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">n_mc</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1000</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">input_transform</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'user'</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#bayesvalidrox.surrogate_models.meta_model.MetaModel" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">object</span></code></p>
+<p>Meta (surrogate) model base class</p>
+<p>This class describes the necessary functions and propoerties of a
+surrogate model in bayesvalidrox. It accepts an input object (input_obj)
+containing the specification of the distributions for uncertain parameters.</p>
+<section id="attributes">
+<h2>Attributes<a class="headerlink" href="#attributes" title="Link to this heading">¶</a></h2>
+<dl>
+<dt>input_obj<span class="classifier">obj</span></dt><dd><p>Input object with the information on the model input parameters.</p>
+</dd>
+<dt>bootstrap_method<span class="classifier">str</span></dt><dd><p>Bootstraping method. Options are <cite>‘normal’</cite> and <cite>‘fast’</cite>. The default
+is <cite>‘fast’</cite>. It means that in each iteration except the first one, only
+the coefficent are recalculated with the ordinary least square method.</p>
+</dd>
+<dt>n_bootstrap_itrs<span class="classifier">int</span></dt><dd><p>Number of iterations for the bootstrap sampling. The default is <cite>1</cite>.</p>
+</dd>
+<dt>dim_red_method<span class="classifier">str</span></dt><dd><p>Dimensionality reduction method for the output space. The available
+method is based on principal component analysis (PCA). The Default is
+<cite>‘no’</cite>. There are two ways to select number of components: use
+percentage of the explainable variance threshold (between 0 and 100)
+(Option A) or direct prescription of components’ number (Option B):</p>
+<div class="doctest highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">>>> </span><span class="n">MetaModelOpts</span> <span class="o">=</span> <span class="n">MetaModel</span><span class="p">()</span>
+<span class="gp">>>> </span><span class="n">MetaModelOpts</span><span class="o">.</span><span class="n">dim_red_method</span> <span class="o">=</span> <span class="s1">'PCA'</span>
+<span class="gp">>>> </span><span class="n">MetaModelOpts</span><span class="o">.</span><span class="n">var_pca_threshold</span> <span class="o">=</span> <span class="mf">99.999</span> <span class="c1"># Option A</span>
+<span class="gp">>>> </span><span class="n">MetaModelOpts</span><span class="o">.</span><span class="n">n_pca_components</span> <span class="o">=</span> <span class="mi">12</span> <span class="c1"># Option B</span>
+</pre></div>
+</div>
+</dd>
+<dt>is_gaussian<span class="classifier">bool</span></dt><dd><p>Set to True if the surrogate model returns mean and stdev.
+The default is <cite>False</cite>.</p>
+</dd>
+<dt>verbose<span class="classifier">bool</span></dt><dd><p>Prints summary of the regression results. Default is <cite>False</cite>.</p>
+</dd>
+<dt>n_mc<span class="classifier">int</span></dt><dd><p>Number of Monte Carlo samples used for the calculation of the moments. Standard is 1000.</p>
+</dd>
+</dl>
+<dl class="py method">
+<dt class="sig sig-object py" id="bayesvalidrox.surrogate_models.meta_model.MetaModel.__init__">
+<span class="sig-name descname"><span class="pre">__init__</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">input_obj</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">meta_model_type</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">''</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">bootstrap_method</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'fast'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">n_bootstrap_itrs</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dim_red_method</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'no'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">is_gaussian</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">verbose</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">n_mc</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1000</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">input_transform</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'user'</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#bayesvalidrox.surrogate_models.meta_model.MetaModel.__init__" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<p class="rubric">Methods</p>
+<div class="table-wrapper autosummary longtable docutils container">
+<table class="autosummary longtable docutils align-default">
+<tbody>
+<tr class="row-odd"><td><p><a class="reference internal" href="#bayesvalidrox.surrogate_models.meta_model.MetaModel.__init__" title="bayesvalidrox.surrogate_models.meta_model.MetaModel.__init__"><code class="xref py py-obj docutils literal notranslate"><span class="pre">__init__</span></code></a>(input_obj[, meta_model_type, ...])</p></td>
+<td><p></p></td>
+</tr>
+<tr class="row-even"><td><p><a class="reference internal" href="#bayesvalidrox.surrogate_models.meta_model.MetaModel.add_input_space" title="bayesvalidrox.surrogate_models.meta_model.MetaModel.add_input_space"><code class="xref py py-obj docutils literal notranslate"><span class="pre">add_input_space</span></code></a>()</p></td>
+<td><p>Instanciates experimental design object.</p></td>
+</tr>
+<tr class="row-odd"><td><p><a class="reference internal" href="#bayesvalidrox.surrogate_models.meta_model.MetaModel.build_metamodel" title="bayesvalidrox.surrogate_models.meta_model.MetaModel.build_metamodel"><code class="xref py py-obj docutils literal notranslate"><span class="pre">build_metamodel</span></code></a>()</p></td>
+<td><p>Builds the parts for the metamodel (polynomes,...) that are needed before fitting.</p></td>
+</tr>
+<tr class="row-even"><td><p><a class="reference internal" href="#bayesvalidrox.surrogate_models.meta_model.MetaModel.calculate_moments" title="bayesvalidrox.surrogate_models.meta_model.MetaModel.calculate_moments"><code class="xref py py-obj docutils literal notranslate"><span class="pre">calculate_moments</span></code></a>()</p></td>
+<td><p>Computes the first two moments of the metamodel.</p></td>
+</tr>
+<tr class="row-odd"><td><p><a class="reference internal" href="#bayesvalidrox.surrogate_models.meta_model.MetaModel.check_is_gaussian" title="bayesvalidrox.surrogate_models.meta_model.MetaModel.check_is_gaussian"><code class="xref py py-obj docutils literal notranslate"><span class="pre">check_is_gaussian</span></code></a>()</p></td>
+<td><p>Check if the current surrogate will return both a mean and stdev as the output of being evaluated.</p></td>
+</tr>
+<tr class="row-even"><td><p><a class="reference internal" href="#bayesvalidrox.surrogate_models.meta_model.MetaModel.copy_meta_model_opts" title="bayesvalidrox.surrogate_models.meta_model.MetaModel.copy_meta_model_opts"><code class="xref py py-obj docutils literal notranslate"><span class="pre">copy_meta_model_opts</span></code></a>()</p></td>
+<td><p>This method is a convinient function to copy the metamodel options.</p></td>
+</tr>
+<tr class="row-odd"><td><p><a class="reference internal" href="#bayesvalidrox.surrogate_models.meta_model.MetaModel.eval_metamodel" title="bayesvalidrox.surrogate_models.meta_model.MetaModel.eval_metamodel"><code class="xref py py-obj docutils literal notranslate"><span class="pre">eval_metamodel</span></code></a>(samples)</p></td>
+<td><p>Evaluates metamodel at the requested samples.</p></td>
+</tr>
+<tr class="row-even"><td><p><a class="reference internal" href="#bayesvalidrox.surrogate_models.meta_model.MetaModel.fit" title="bayesvalidrox.surrogate_models.meta_model.MetaModel.fit"><code class="xref py py-obj docutils literal notranslate"><span class="pre">fit</span></code></a>(X, y[, parallel, verbose])</p></td>
+<td><p>Fits the surrogate to the given data (samples X, outputs y).</p></td>
+</tr>
+<tr class="row-odd"><td><p><a class="reference internal" href="#bayesvalidrox.surrogate_models.meta_model.MetaModel.pca_transformation" title="bayesvalidrox.surrogate_models.meta_model.MetaModel.pca_transformation"><code class="xref py py-obj docutils literal notranslate"><span class="pre">pca_transformation</span></code></a>(target, n_pca_components)</p></td>
+<td><p>Transforms the targets (outputs) via Principal Component Analysis.</p></td>
+</tr>
+</tbody>
+</table>
+</div>
+<dl class="py class">
+<dt class="sig sig-object py" id="bayesvalidrox.surrogate_models.meta_model.MetaModel.AutoVivification">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">AutoVivification</span></span><a class="headerlink" href="#bayesvalidrox.surrogate_models.meta_model.MetaModel.AutoVivification" title="Link to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">dict</span></code></p>
+<p>Implementation of perl’s AutoVivification feature.</p>
+<p>Source: <a class="reference external" href="https://stackoverflow.com/a/651879/18082457">https://stackoverflow.com/a/651879/18082457</a></p>
+<dl class="py method">
+<dt class="sig sig-object py" id="bayesvalidrox.surrogate_models.meta_model.MetaModel.AutoVivification.clear">
+<span class="sig-name descname"><span class="pre">clear</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">→</span> <span class="sig-return-typehint"><span class="pre">None.</span>  <span class="pre">Remove</span> <span class="pre">all</span> <span class="pre">items</span> <span class="pre">from</span> <span class="pre">D.</span></span></span><a class="headerlink" href="#bayesvalidrox.surrogate_models.meta_model.MetaModel.AutoVivification.clear" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="bayesvalidrox.surrogate_models.meta_model.MetaModel.AutoVivification.copy">
+<span class="sig-name descname"><span class="pre">copy</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">→</span> <span class="sig-return-typehint"><span class="pre">a</span> <span class="pre">shallow</span> <span class="pre">copy</span> <span class="pre">of</span> <span class="pre">D</span></span></span><a class="headerlink" href="#bayesvalidrox.surrogate_models.meta_model.MetaModel.AutoVivification.copy" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="bayesvalidrox.surrogate_models.meta_model.MetaModel.AutoVivification.fromkeys">
+<span class="sig-name descname"><span class="pre">fromkeys</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">value</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">/</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#bayesvalidrox.surrogate_models.meta_model.MetaModel.AutoVivification.fromkeys" title="Link to this definition">¶</a></dt>
+<dd><p>Create a new dictionary with keys from iterable and values set to value.</p>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="bayesvalidrox.surrogate_models.meta_model.MetaModel.AutoVivification.get">
+<span class="sig-name descname"><span class="pre">get</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">key</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">default</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">/</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#bayesvalidrox.surrogate_models.meta_model.MetaModel.AutoVivification.get" title="Link to this definition">¶</a></dt>
+<dd><p>Return the value for key if key is in the dictionary, else default.</p>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="bayesvalidrox.surrogate_models.meta_model.MetaModel.AutoVivification.items">
+<span class="sig-name descname"><span class="pre">items</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">→</span> <span class="sig-return-typehint"><span class="pre">a</span> <span class="pre">set-like</span> <span class="pre">object</span> <span class="pre">providing</span> <span class="pre">a</span> <span class="pre">view</span> <span class="pre">on</span> <span class="pre">D's</span> <span class="pre">items</span></span></span><a class="headerlink" href="#bayesvalidrox.surrogate_models.meta_model.MetaModel.AutoVivification.items" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="bayesvalidrox.surrogate_models.meta_model.MetaModel.AutoVivification.keys">
+<span class="sig-name descname"><span class="pre">keys</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">→</span> <span class="sig-return-typehint"><span class="pre">a</span> <span class="pre">set-like</span> <span class="pre">object</span> <span class="pre">providing</span> <span class="pre">a</span> <span class="pre">view</span> <span class="pre">on</span> <span class="pre">D's</span> <span class="pre">keys</span></span></span><a class="headerlink" href="#bayesvalidrox.surrogate_models.meta_model.MetaModel.AutoVivification.keys" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="bayesvalidrox.surrogate_models.meta_model.MetaModel.AutoVivification.pop">
+<span class="sig-name descname"><span class="pre">pop</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">k</span></span></em><span class="optional">[</span>, <em class="sig-param"><span class="n"><span class="pre">d</span></span></em><span class="optional">]</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">→</span> <span class="sig-return-typehint"><span class="pre">v,</span> <span class="pre">remove</span> <span class="pre">specified</span> <span class="pre">key</span> <span class="pre">and</span> <span class="pre">return</span> <span class="pre">the</span> <span class="pre">corresponding</span> <span class="pre">value.</span></span></span><a class="headerlink" href="#bayesvalidrox.surrogate_models.meta_model.MetaModel.AutoVivification.pop" title="Link to this definition">¶</a></dt>
+<dd><p>If the key is not found, return the default if given; otherwise,
+raise a KeyError.</p>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="bayesvalidrox.surrogate_models.meta_model.MetaModel.AutoVivification.popitem">
+<span class="sig-name descname"><span class="pre">popitem</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#bayesvalidrox.surrogate_models.meta_model.MetaModel.AutoVivification.popitem" title="Link to this definition">¶</a></dt>
+<dd><p>Remove and return a (key, value) pair as a 2-tuple.</p>
+<p>Pairs are returned in LIFO (last-in, first-out) order.
+Raises KeyError if the dict is empty.</p>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="bayesvalidrox.surrogate_models.meta_model.MetaModel.AutoVivification.setdefault">
+<span class="sig-name descname"><span class="pre">setdefault</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">key</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">default</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">/</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#bayesvalidrox.surrogate_models.meta_model.MetaModel.AutoVivification.setdefault" title="Link to this definition">¶</a></dt>
+<dd><p>Insert key with a value of default if key is not in the dictionary.</p>
+<p>Return the value for key if key is in the dictionary, else default.</p>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="bayesvalidrox.surrogate_models.meta_model.MetaModel.AutoVivification.update">
+<span class="sig-name descname"><span class="pre">update</span></span><span class="sig-paren">(</span><span class="optional">[</span><em class="sig-param"><span class="n"><span class="pre">E</span></span></em>, <span class="optional">]</span><em class="sig-param"><span class="n"><span class="pre">**F</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">→</span> <span class="sig-return-typehint"><span class="pre">None.</span>  <span class="pre">Update</span> <span class="pre">D</span> <span class="pre">from</span> <span class="pre">dict/iterable</span> <span class="pre">E</span> <span class="pre">and</span> <span class="pre">F.</span></span></span><a class="headerlink" href="#bayesvalidrox.surrogate_models.meta_model.MetaModel.AutoVivification.update" title="Link to this definition">¶</a></dt>
+<dd><p>If E is present and has a .keys() method, then does: for k in E: D[k] = E[k]
+If E is present and lacks a .keys() method, then does: for k, v in E: D[k] = v
+In either case, this is followed by: for k in F: D[k] = F[k]</p>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="bayesvalidrox.surrogate_models.meta_model.MetaModel.AutoVivification.values">
+<span class="sig-name descname"><span class="pre">values</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">→</span> <span class="sig-return-typehint"><span class="pre">an</span> <span class="pre">object</span> <span class="pre">providing</span> <span class="pre">a</span> <span class="pre">view</span> <span class="pre">on</span> <span class="pre">D's</span> <span class="pre">values</span></span></span><a class="headerlink" href="#bayesvalidrox.surrogate_models.meta_model.MetaModel.AutoVivification.values" title="Link to this definition">¶</a></dt>
+<dd></dd></dl>
+
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="bayesvalidrox.surrogate_models.meta_model.MetaModel.add_input_space">
+<span class="sig-name descname"><span class="pre">add_input_space</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#bayesvalidrox.surrogate_models.meta_model.MetaModel.add_input_space" title="Link to this definition">¶</a></dt>
+<dd><p>Instanciates experimental design object.</p>
+<section id="returns">
+<h3>Returns<a class="headerlink" href="#returns" title="Link to this heading">¶</a></h3>
+<p>None.</p>
+</section>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="bayesvalidrox.surrogate_models.meta_model.MetaModel.build_metamodel">
+<span class="sig-name descname"><span class="pre">build_metamodel</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">→</span> <span class="sig-return-typehint"><span class="pre">None</span></span></span><a class="headerlink" href="#bayesvalidrox.surrogate_models.meta_model.MetaModel.build_metamodel" title="Link to this definition">¶</a></dt>
+<dd><p>Builds the parts for the metamodel (polynomes,…) that are needed
+before fitting.</p>
+<p>This function should be extended and called in/before training the
+surrogate child classes!</p>
+<section id="id1">
+<h3>Returns<a class="headerlink" href="#id1" title="Link to this heading">¶</a></h3>
+<p>None</p>
+</section>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="bayesvalidrox.surrogate_models.meta_model.MetaModel.calculate_moments">
+<span class="sig-name descname"><span class="pre">calculate_moments</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#bayesvalidrox.surrogate_models.meta_model.MetaModel.calculate_moments" title="Link to this definition">¶</a></dt>
+<dd><p>Computes the first two moments of the metamodel.</p>
+<section id="id2">
+<h3>Returns<a class="headerlink" href="#id2" title="Link to this heading">¶</a></h3>
+<dl class="simple">
+<dt>means: dict</dt><dd><p>The first moment (mean) of the surrogate.</p>
+</dd>
+<dt>stds: dict</dt><dd><p>The second moment (standard deviation) of the surrogate.</p>
+</dd>
+</dl>
+</section>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="bayesvalidrox.surrogate_models.meta_model.MetaModel.check_is_gaussian">
+<span class="sig-name descname"><span class="pre">check_is_gaussian</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">→</span> <span class="sig-return-typehint"><span class="pre">bool</span></span></span><a class="headerlink" href="#bayesvalidrox.surrogate_models.meta_model.MetaModel.check_is_gaussian" title="Link to this definition">¶</a></dt>
+<dd><p>Check if the current surrogate will return both a mean and stdev as
+the output of being evaluated.</p>
+<p>This function should be extended and applied in the constructor of
+all child classes!</p>
+<section id="id3">
+<h3>Returns<a class="headerlink" href="#id3" title="Link to this heading">¶</a></h3>
+<dl class="simple">
+<dt>bool</dt><dd><p>True if stdev is also returned.</p>
+</dd>
+</dl>
+</section>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="bayesvalidrox.surrogate_models.meta_model.MetaModel.copy_meta_model_opts">
+<span class="sig-name descname"><span class="pre">copy_meta_model_opts</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#bayesvalidrox.surrogate_models.meta_model.MetaModel.copy_meta_model_opts" title="Link to this definition">¶</a></dt>
+<dd><p>This method is a convinient function to copy the metamodel options.</p>
+<section id="id4">
+<h3>Returns<a class="headerlink" href="#id4" title="Link to this heading">¶</a></h3>
+<dl class="simple">
+<dt>metamod_copy<span class="classifier">object</span></dt><dd><p>The copied object.</p>
+</dd>
+</dl>
+</section>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="bayesvalidrox.surrogate_models.meta_model.MetaModel.eval_metamodel">
+<span class="sig-name descname"><span class="pre">eval_metamodel</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">samples</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#bayesvalidrox.surrogate_models.meta_model.MetaModel.eval_metamodel" title="Link to this definition">¶</a></dt>
+<dd><p>Evaluates metamodel at the requested samples. One can also generate
+nsamples.</p>
+<section id="parameters">
+<h3>Parameters<a class="headerlink" href="#parameters" title="Link to this heading">¶</a></h3>
+<dl class="simple">
+<dt>samples<span class="classifier">array of shape (n_samples, ndim), optional</span></dt><dd><p>Samples to evaluate metamodel at. The default is None.</p>
+</dd>
+</dl>
+</section>
+<section id="id5">
+<h3>Returns<a class="headerlink" href="#id5" title="Link to this heading">¶</a></h3>
+<dl class="simple">
+<dt>mean_pred<span class="classifier">dict</span></dt><dd><p>Mean of the predictions.</p>
+</dd>
+<dt>std_pred<span class="classifier">dict</span></dt><dd><p>Standard deviatioon of the predictions. Return None if
+self.is_gaussian == False</p>
+</dd>
+</dl>
+</section>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="bayesvalidrox.surrogate_models.meta_model.MetaModel.fit">
+<span class="sig-name descname"><span class="pre">fit</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">X</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">array</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">y</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">parallel</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">verbose</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#bayesvalidrox.surrogate_models.meta_model.MetaModel.fit" title="Link to this definition">¶</a></dt>
+<dd><p>Fits the surrogate to the given data (samples X, outputs y).
+Note here that the samples X should be the transformed samples provided
+by the experimental design if the transformation is used there.</p>
+<section id="id6">
+<h3>Parameters<a class="headerlink" href="#id6" title="Link to this heading">¶</a></h3>
+<dl class="simple">
+<dt>X<span class="classifier">2D list or np.array of shape (#samples, #dim)</span></dt><dd><p>The parameter value combinations that the model was evaluated at.</p>
+</dd>
+<dt>y<span class="classifier">dict of 2D lists or arrays of shape (#samples, #timesteps)</span></dt><dd><p>The respective model evaluations.</p>
+</dd>
+<dt>parallel<span class="classifier">bool</span></dt><dd><p>Set to True to run the training in parallel for various keys.
+The default is False.</p>
+</dd>
+<dt>verbose<span class="classifier">bool</span></dt><dd><p>Set to True to obtain more information during runtime.
+The default is False.</p>
+</dd>
+</dl>
+</section>
+<section id="id7">
+<h3>Returns<a class="headerlink" href="#id7" title="Link to this heading">¶</a></h3>
+<p>None.</p>
+</section>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="bayesvalidrox.surrogate_models.meta_model.MetaModel.pca_transformation">
+<span class="sig-name descname"><span class="pre">pca_transformation</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">target</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">n_pca_components</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#bayesvalidrox.surrogate_models.meta_model.MetaModel.pca_transformation" title="Link to this definition">¶</a></dt>
+<dd><p>Transforms the targets (outputs) via Principal Component Analysis.
+The number of features is set by <cite>self.n_pca_components</cite>.
+If this is not given, <cite>self.var_pca_threshold</cite> is used as a threshold.</p>
+<p>ToDo: Check the inputs needed for this class, there is an error when PCA is used.
+ToDo: From the y_transformation() function, a dictionary is being sent
+instead of an array for target.</p>
+<section id="id8">
+<h3>Parameters<a class="headerlink" href="#id8" title="Link to this heading">¶</a></h3>
+<dl class="simple">
+<dt>target<span class="classifier">array of shape (n_samples,)</span></dt><dd><p>Target values.</p>
+</dd>
+</dl>
+</section>
+<section id="id9">
+<h3>Returns<a class="headerlink" href="#id9" title="Link to this heading">¶</a></h3>
+<dl class="simple">
+<dt>pca<span class="classifier">obj</span></dt><dd><p>Fitted sklearnPCA object.</p>
+</dd>
+<dt>OutputMatrix<span class="classifier">array of shape (n_samples,)</span></dt><dd><p>Transformed target values.</p>
+</dd>
+<dt>n_pca_components<span class="classifier">int</span></dt><dd><p>Number of selected principal components.</p>
+</dd>
+</dl>
+</section>
+</dd></dl>
+
+</section>
+</dd></dl>
+
+</section>
+
+ </article>
+ </div>
+ <footer>
+
+ <div class="related-pages">
+ <a class="next-page" href="bayesvalidrox.surrogate_models.orthogonal_matching_pursuit.html">
+ <div class="page-info">
+ <div class="context">
+ <span>Next</span>
+ </div>
+ <div class="title">bayesvalidrox.surrogate_models.orthogonal_matching_pursuit</div>
+ </div>
+ <svg class="furo-related-icon"><use href="#svg-arrow-right"></use></svg>
+ </a>
+ <a class="prev-page" href="bayesvalidrox.surrogate_models.meta_model.transform_y.html">
+ <svg class="furo-related-icon"><use href="#svg-arrow-right"></use></svg>
+ <div class="page-info">
+ <div class="context">
+ <span>Previous</span>
+ </div>
+
+ <div class="title">bayesvalidrox.surrogate_models.meta_model.transform_y</div>
+
+ </div>
+ </a>
+ </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">
+
+
+ <div class="toc-sticky toc-scroll">
+ <div class="toc-title-container">
+ <span class="toc-title">
+ On this page
+ </span>
+ </div>
+ <div class="toc-tree-container">
+ <div class="toc-tree">
+ <ul>
+<li><a class="reference internal" href="#">bayesvalidrox.surrogate_models.meta_model.MetaModel</a><ul>
+<li><a class="reference internal" href="#bayesvalidrox.surrogate_models.meta_model.MetaModel"><code class="docutils literal notranslate"><span class="pre">MetaModel</span></code></a><ul>
+<li><a class="reference internal" href="#bayesvalidrox.surrogate_models.meta_model.MetaModel.__init__"><code class="docutils literal notranslate"><span class="pre">MetaModel.__init__()</span></code></a></li>
+<li><a class="reference internal" href="#bayesvalidrox.surrogate_models.meta_model.MetaModel.AutoVivification"><code class="docutils literal notranslate"><span class="pre">MetaModel.AutoVivification</span></code></a><ul>
+<li><a class="reference internal" href="#bayesvalidrox.surrogate_models.meta_model.MetaModel.AutoVivification.clear"><code class="docutils literal notranslate"><span class="pre">MetaModel.AutoVivification.clear()</span></code></a></li>
+<li><a class="reference internal" href="#bayesvalidrox.surrogate_models.meta_model.MetaModel.AutoVivification.copy"><code class="docutils literal notranslate"><span class="pre">MetaModel.AutoVivification.copy()</span></code></a></li>
+<li><a class="reference internal" href="#bayesvalidrox.surrogate_models.meta_model.MetaModel.AutoVivification.fromkeys"><code class="docutils literal notranslate"><span class="pre">MetaModel.AutoVivification.fromkeys()</span></code></a></li>
+<li><a class="reference internal" href="#bayesvalidrox.surrogate_models.meta_model.MetaModel.AutoVivification.get"><code class="docutils literal notranslate"><span class="pre">MetaModel.AutoVivification.get()</span></code></a></li>
+<li><a class="reference internal" href="#bayesvalidrox.surrogate_models.meta_model.MetaModel.AutoVivification.items"><code class="docutils literal notranslate"><span class="pre">MetaModel.AutoVivification.items()</span></code></a></li>
+<li><a class="reference internal" href="#bayesvalidrox.surrogate_models.meta_model.MetaModel.AutoVivification.keys"><code class="docutils literal notranslate"><span class="pre">MetaModel.AutoVivification.keys()</span></code></a></li>
+<li><a class="reference internal" href="#bayesvalidrox.surrogate_models.meta_model.MetaModel.AutoVivification.pop"><code class="docutils literal notranslate"><span class="pre">MetaModel.AutoVivification.pop()</span></code></a></li>
+<li><a class="reference internal" href="#bayesvalidrox.surrogate_models.meta_model.MetaModel.AutoVivification.popitem"><code class="docutils literal notranslate"><span class="pre">MetaModel.AutoVivification.popitem()</span></code></a></li>
+<li><a class="reference internal" href="#bayesvalidrox.surrogate_models.meta_model.MetaModel.AutoVivification.setdefault"><code class="docutils literal notranslate"><span class="pre">MetaModel.AutoVivification.setdefault()</span></code></a></li>
+<li><a class="reference internal" href="#bayesvalidrox.surrogate_models.meta_model.MetaModel.AutoVivification.update"><code class="docutils literal notranslate"><span class="pre">MetaModel.AutoVivification.update()</span></code></a></li>
+<li><a class="reference internal" href="#bayesvalidrox.surrogate_models.meta_model.MetaModel.AutoVivification.values"><code class="docutils literal notranslate"><span class="pre">MetaModel.AutoVivification.values()</span></code></a></li>
+</ul>
+</li>
+<li><a class="reference internal" href="#bayesvalidrox.surrogate_models.meta_model.MetaModel.add_input_space"><code class="docutils literal notranslate"><span class="pre">MetaModel.add_input_space()</span></code></a></li>
+<li><a class="reference internal" href="#bayesvalidrox.surrogate_models.meta_model.MetaModel.build_metamodel"><code class="docutils literal notranslate"><span class="pre">MetaModel.build_metamodel()</span></code></a></li>
+<li><a class="reference internal" href="#bayesvalidrox.surrogate_models.meta_model.MetaModel.calculate_moments"><code class="docutils literal notranslate"><span class="pre">MetaModel.calculate_moments()</span></code></a></li>
+<li><a class="reference internal" href="#bayesvalidrox.surrogate_models.meta_model.MetaModel.check_is_gaussian"><code class="docutils literal notranslate"><span class="pre">MetaModel.check_is_gaussian()</span></code></a></li>
+<li><a class="reference internal" href="#bayesvalidrox.surrogate_models.meta_model.MetaModel.copy_meta_model_opts"><code class="docutils literal notranslate"><span class="pre">MetaModel.copy_meta_model_opts()</span></code></a></li>
+<li><a class="reference internal" href="#bayesvalidrox.surrogate_models.meta_model.MetaModel.eval_metamodel"><code class="docutils literal notranslate"><span class="pre">MetaModel.eval_metamodel()</span></code></a></li>
+<li><a class="reference internal" href="#bayesvalidrox.surrogate_models.meta_model.MetaModel.fit"><code class="docutils literal notranslate"><span class="pre">MetaModel.fit()</span></code></a></li>
+<li><a class="reference internal" href="#bayesvalidrox.surrogate_models.meta_model.MetaModel.pca_transformation"><code class="docutils literal notranslate"><span class="pre">MetaModel.pca_transformation()</span></code></a></li>
+</ul>
+</li>
+</ul>
+</li>
+</ul>
+
+ </div>
+ </div>
+ </div>
+
+
+ </aside>
+ </div>
+</div><script src="../_static/documentation_options.js?v=79f5c508"></script>
+ <script src="../_static/doctools.js?v=9bcbadda"></script>
+ <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
+ <script src="../_static/scripts/furo.js?v=5fa4622c"></script>
+ </body>
+</html>
\ No newline at end of file
diff --git a/docs/build/html/_autosummary/bayesvalidrox.surrogate_models.meta_model.html b/docs/build/html/_autosummary/bayesvalidrox.surrogate_models.meta_model.html
new file mode 100644
index 0000000000000000000000000000000000000000..2cca37ef4cc64852c163335efcd19ce713a4d905
--- /dev/null
+++ b/docs/build/html/_autosummary/bayesvalidrox.surrogate_models.meta_model.html
@@ -0,0 +1,493 @@
+<!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"><meta name="viewport" content="width=device-width, initial-scale=1" />
+<link rel="index" title="Index" href="../genindex.html" /><link rel="search" title="Search" href="../search.html" /><link rel="next" title="bayesvalidrox.surrogate_models.meta_model.transform_y" href="bayesvalidrox.surrogate_models.meta_model.transform_y.html" /><link rel="prev" title="bayesvalidrox.surrogate_models.inputs.Marginal" href="bayesvalidrox.surrogate_models.inputs.Marginal.html" />
+
+ <!-- Generated with Sphinx 8.1.3 and Furo 2024.08.06 -->
+ <title>bayesvalidrox.surrogate_models.meta_model - bayesvalidrox 2.0.0 documentation</title>
+ <link rel="stylesheet" type="text/css" href="../_static/pygments.css?v=a746c00c" />
+ <link rel="stylesheet" type="text/css" href="../_static/styles/furo.css?v=354aac6f" />
+ <link rel="stylesheet" type="text/css" href="../_static/styles/furo-extensions.css?v=302659d7" />
+ <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" 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" 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-with-moon" viewBox="0 0 24 24">
+ <title>Auto light/dark, in light mode</title>
+ <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" fill="none" stroke="currentColor"
+ stroke-width="1" stroke-linecap="round" stroke-linejoin="round"
+ class="icon-custom-derived-from-feather-sun-and-tabler-moon">
+ <path style="opacity: 50%" d="M 5.411 14.504 C 5.471 14.504 5.532 14.504 5.591 14.504 C 3.639 16.319 4.383 19.569 6.931 20.352 C 7.693 20.586 8.512 20.551 9.25 20.252 C 8.023 23.207 4.056 23.725 2.11 21.184 C 0.166 18.642 1.702 14.949 4.874 14.536 C 5.051 14.512 5.231 14.5 5.411 14.5 L 5.411 14.504 Z"/>
+ <line x1="14.5" y1="3.25" x2="14.5" y2="1.25"/>
+ <line x1="14.5" y1="15.85" x2="14.5" y2="17.85"/>
+ <line x1="10.044" y1="5.094" x2="8.63" y2="3.68"/>
+ <line x1="19" y1="14.05" x2="20.414" y2="15.464"/>
+ <line x1="8.2" y1="9.55" x2="6.2" y2="9.55"/>
+ <line x1="20.8" y1="9.55" x2="22.8" y2="9.55"/>
+ <line x1="10.044" y1="14.006" x2="8.63" y2="15.42"/>
+ <line x1="19" y1="5.05" x2="20.414" y2="3.636"/>
+ <circle cx="14.5" cy="9.55" r="3.6"/>
+ </svg>
+ </symbol>
+ <symbol id="svg-moon-with-sun" viewBox="0 0 24 24">
+ <title>Auto light/dark, in dark mode</title>
+ <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" fill="none" stroke="currentColor"
+ stroke-width="1" stroke-linecap="round" stroke-linejoin="round"
+ class="icon-custom-derived-from-feather-sun-and-tabler-moon">
+ <path d="M 8.282 7.007 C 8.385 7.007 8.494 7.007 8.595 7.007 C 5.18 10.184 6.481 15.869 10.942 17.24 C 12.275 17.648 13.706 17.589 15 17.066 C 12.851 22.236 5.91 23.143 2.505 18.696 C -0.897 14.249 1.791 7.786 7.342 7.063 C 7.652 7.021 7.965 7 8.282 7 L 8.282 7.007 Z"/>
+ <line style="opacity: 50%" x1="18" y1="3.705" x2="18" y2="2.5"/>
+ <line style="opacity: 50%" x1="18" y1="11.295" x2="18" y2="12.5"/>
+ <line style="opacity: 50%" x1="15.316" y1="4.816" x2="14.464" y2="3.964"/>
+ <line style="opacity: 50%" x1="20.711" y1="10.212" x2="21.563" y2="11.063"/>
+ <line style="opacity: 50%" x1="14.205" y1="7.5" x2="13.001" y2="7.5"/>
+ <line style="opacity: 50%" x1="21.795" y1="7.5" x2="23" y2="7.5"/>
+ <line style="opacity: 50%" x1="15.316" y1="10.184" x2="14.464" y2="11.036"/>
+ <line style="opacity: 50%" x1="20.711" y1="4.789" x2="21.563" y2="3.937"/>
+ <circle style="opacity: 50%" cx="18" cy="7.5" r="2.169"/>
+ </svg>
+ </symbol>
+ <symbol id="svg-pencil" viewBox="0 0 24 24">
+ <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" fill="none" stroke="currentColor"
+ stroke-width="1" stroke-linecap="round" stroke-linejoin="round" class="icon-tabler-pencil-code">
+ <path d="M4 20h4l10.5 -10.5a2.828 2.828 0 1 0 -4 -4l-10.5 10.5v4" />
+ <path d="M13.5 6.5l4 4" />
+ <path d="M20 21l2 -2l-2 -2" />
+ <path d="M17 17l-2 2l2 2" />
+ </svg>
+ </symbol>
+ <symbol id="svg-eye" viewBox="0 0 24 24">
+ <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" fill="none" stroke="currentColor"
+ stroke-width="1" stroke-linecap="round" stroke-linejoin="round" class="icon-tabler-eye-code">
+ <path stroke="none" d="M0 0h24v24H0z" fill="none" />
+ <path d="M10 12a2 2 0 1 0 4 0a2 2 0 0 0 -4 0" />
+ <path
+ d="M11.11 17.958c-3.209 -.307 -5.91 -2.293 -8.11 -5.958c2.4 -4 5.4 -6 9 -6c3.6 0 6.6 2 9 6c-.21 .352 -.427 .688 -.647 1.008" />
+ <path d="M20 21l2 -2l-2 -2" />
+ <path d="M17 17l-2 2l2 2" />
+ </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>
+
+<a class="skip-to-content muted-link" href="#furo-main-content">Skip to content</a>
+
+
+
+<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 2.0.0 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-light"><use href="#svg-sun-with-moon"></use></svg>
+ <svg class="theme-icon-when-auto-dark"><use href="#svg-moon-with-sun"></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="../search.html" 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 class="current">
+<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 current has-children"><a class="reference internal" href="../api.html">API</a><input checked="" 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 class="current">
+<li class="toctree-l2 current has-children"><a class="reference internal" href="bayesvalidrox.html">bayesvalidrox</a><input checked="" 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 class="current">
+<li class="toctree-l3 has-children"><a class="reference internal" href="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="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="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="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="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="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="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="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="bayesvalidrox.bayes_inference.mcmc.MCMC.html">bayesvalidrox.bayes_inference.mcmc.MCMC</a></li>
+</ul>
+</li>
+<li class="toctree-l4 has-children"><a class="reference internal" href="bayesvalidrox.bayes_inference.post_sampler.html">bayesvalidrox.bayes_inference.post_sampler</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.bayes_inference.post_sampler</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l5"><a class="reference internal" href="bayesvalidrox.bayes_inference.post_sampler.PostSampler.html">bayesvalidrox.bayes_inference.post_sampler.PostSampler</a></li>
+</ul>
+</li>
+<li class="toctree-l4 has-children"><a class="reference internal" href="bayesvalidrox.bayes_inference.rejection_sampler.html">bayesvalidrox.bayes_inference.rejection_sampler</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.bayes_inference.rejection_sampler</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l5"><a class="reference internal" href="bayesvalidrox.bayes_inference.rejection_sampler.RejectionSampler.html">bayesvalidrox.bayes_inference.rejection_sampler.RejectionSampler</a></li>
+</ul>
+</li>
+</ul>
+</li>
+<li class="toctree-l3 has-children"><a class="reference internal" href="bayesvalidrox.post_processing.html">bayesvalidrox.post_processing</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.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="bayesvalidrox.post_processing.post_processing.html">bayesvalidrox.post_processing.post_processing</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.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="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="bayesvalidrox.pylink.html">bayesvalidrox.pylink</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.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="bayesvalidrox.pylink.pylink.html">bayesvalidrox.pylink.pylink</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.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="bayesvalidrox.pylink.pylink.within_range.html">bayesvalidrox.pylink.pylink.within_range</a></li>
+<li class="toctree-l5"><a class="reference internal" href="bayesvalidrox.pylink.pylink.PyLinkForwardModel.html">bayesvalidrox.pylink.pylink.PyLinkForwardModel</a></li>
+</ul>
+</li>
+</ul>
+</li>
+<li class="toctree-l3 current has-children"><a class="reference internal" href="bayesvalidrox.surrogate_models.html">bayesvalidrox.surrogate_models</a><input checked="" 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</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul class="current">
+<li class="toctree-l4 has-children"><a class="reference internal" href="bayesvalidrox.surrogate_models.apoly_construction.html">bayesvalidrox.surrogate_models.apoly_construction</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.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="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="bayesvalidrox.surrogate_models.bayes_linear.html">bayesvalidrox.surrogate_models.bayes_linear</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.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="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="bayesvalidrox.surrogate_models.bayes_linear.BayesianLinearRegression.html">bayesvalidrox.surrogate_models.bayes_linear.BayesianLinearRegression</a></li>
+<li class="toctree-l5"><a class="reference internal" href="bayesvalidrox.surrogate_models.bayes_linear.EBLinearRegression.html">bayesvalidrox.surrogate_models.bayes_linear.EBLinearRegression</a></li>
+<li class="toctree-l5"><a class="reference internal" href="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="bayesvalidrox.surrogate_models.engine.html">bayesvalidrox.surrogate_models.engine</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.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="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="bayesvalidrox.surrogate_models.eval_rec_rule.html">bayesvalidrox.surrogate_models.eval_rec_rule</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.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="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="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="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="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="bayesvalidrox.surrogate_models.exp_designs.html">bayesvalidrox.surrogate_models.exp_designs</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.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="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="bayesvalidrox.surrogate_models.exploration.html">bayesvalidrox.surrogate_models.exploration</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.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="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="bayesvalidrox.surrogate_models.gaussian_process_sklearn.html">bayesvalidrox.surrogate_models.gaussian_process_sklearn</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.gaussian_process_sklearn</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l5"><a class="reference internal" href="bayesvalidrox.surrogate_models.gaussian_process_sklearn.GPESkl.html">bayesvalidrox.surrogate_models.gaussian_process_sklearn.GPESkl</a></li>
+<li class="toctree-l5"><a class="reference internal" href="bayesvalidrox.surrogate_models.gaussian_process_sklearn.MySklGPE.html">bayesvalidrox.surrogate_models.gaussian_process_sklearn.MySklGPE</a></li>
+</ul>
+</li>
+<li class="toctree-l4 has-children"><a class="reference internal" href="bayesvalidrox.surrogate_models.glexindex.html">bayesvalidrox.surrogate_models.glexindex</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.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="bayesvalidrox.surrogate_models.glexindex.cross_truncate.html">bayesvalidrox.surrogate_models.glexindex.cross_truncate</a></li>
+<li class="toctree-l5"><a class="reference internal" href="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="bayesvalidrox.surrogate_models.input_space.html">bayesvalidrox.surrogate_models.input_space</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.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="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="bayesvalidrox.surrogate_models.inputs.html">bayesvalidrox.surrogate_models.inputs</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.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="bayesvalidrox.surrogate_models.inputs.Input.html">bayesvalidrox.surrogate_models.inputs.Input</a></li>
+<li class="toctree-l5"><a class="reference internal" href="bayesvalidrox.surrogate_models.inputs.Marginal.html">bayesvalidrox.surrogate_models.inputs.Marginal</a></li>
+</ul>
+</li>
+<li class="toctree-l4 current has-children current-page"><a class="current reference internal" href="#">bayesvalidrox.surrogate_models.meta_model</a><input checked="" 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.meta_model</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l5"><a class="reference internal" href="bayesvalidrox.surrogate_models.meta_model.transform_y.html">bayesvalidrox.surrogate_models.meta_model.transform_y</a></li>
+<li class="toctree-l5"><a class="reference internal" href="bayesvalidrox.surrogate_models.meta_model.MetaModel.html">bayesvalidrox.surrogate_models.meta_model.MetaModel</a></li>
+</ul>
+</li>
+<li class="toctree-l4 has-children"><a class="reference internal" href="bayesvalidrox.surrogate_models.orthogonal_matching_pursuit.html">bayesvalidrox.surrogate_models.orthogonal_matching_pursuit</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.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="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="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="bayesvalidrox.surrogate_models.pce_gpr.html">bayesvalidrox.surrogate_models.pce_gpr</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.pce_gpr</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l5"><a class="reference internal" href="bayesvalidrox.surrogate_models.pce_gpr.PCEGPR.html">bayesvalidrox.surrogate_models.pce_gpr.PCEGPR</a></li>
+</ul>
+</li>
+<li class="toctree-l4 has-children"><a class="reference internal" href="bayesvalidrox.surrogate_models.polynomial_chaos.html">bayesvalidrox.surrogate_models.polynomial_chaos</a><input class="toctree-checkbox" id="toctree-checkbox-30" name="toctree-checkbox-30" role="switch" type="checkbox"/><label for="toctree-checkbox-30"><div class="visually-hidden">Toggle navigation of bayesvalidrox.surrogate_models.polynomial_chaos</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l5"><a class="reference internal" href="bayesvalidrox.surrogate_models.polynomial_chaos.PCE.html">bayesvalidrox.surrogate_models.polynomial_chaos.PCE</a></li>
+</ul>
+</li>
+<li class="toctree-l4 has-children"><a class="reference internal" href="bayesvalidrox.surrogate_models.reg_fast_ard.html">bayesvalidrox.surrogate_models.reg_fast_ard</a><input class="toctree-checkbox" id="toctree-checkbox-31" name="toctree-checkbox-31" role="switch" type="checkbox"/><label for="toctree-checkbox-31"><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="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="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="bayesvalidrox.surrogate_models.reg_fast_laplace.html">bayesvalidrox.surrogate_models.reg_fast_laplace</a><input class="toctree-checkbox" id="toctree-checkbox-32" name="toctree-checkbox-32" role="switch" type="checkbox"/><label for="toctree-checkbox-32"><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="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="bayesvalidrox.surrogate_models.sequential_design.html">bayesvalidrox.surrogate_models.sequential_design</a><input class="toctree-checkbox" id="toctree-checkbox-33" name="toctree-checkbox-33" role="switch" type="checkbox"/><label for="toctree-checkbox-33"><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="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="bayesvalidrox.surrogate_models.supplementary.html">bayesvalidrox.surrogate_models.supplementary</a><input class="toctree-checkbox" id="toctree-checkbox-34" name="toctree-checkbox-34" role="switch" type="checkbox"/><label for="toctree-checkbox-34"><div class="visually-hidden">Toggle navigation of bayesvalidrox.surrogate_models.supplementary</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l5"><a class="reference internal" href="bayesvalidrox.surrogate_models.supplementary.check_ranges.html">bayesvalidrox.surrogate_models.supplementary.check_ranges</a></li>
+<li class="toctree-l5"><a class="reference internal" href="bayesvalidrox.surrogate_models.supplementary.corr_loocv_error.html">bayesvalidrox.surrogate_models.supplementary.corr_loocv_error</a></li>
+<li class="toctree-l5"><a class="reference internal" href="bayesvalidrox.surrogate_models.supplementary.create_psi.html">bayesvalidrox.surrogate_models.supplementary.create_psi</a></li>
+<li class="toctree-l5"><a class="reference internal" href="bayesvalidrox.surrogate_models.supplementary.gelman_rubin.html">bayesvalidrox.surrogate_models.supplementary.gelman_rubin</a></li>
+<li class="toctree-l5"><a class="reference internal" href="bayesvalidrox.surrogate_models.supplementary.hellinger_distance.html">bayesvalidrox.surrogate_models.supplementary.hellinger_distance</a></li>
+<li class="toctree-l5"><a class="reference internal" href="bayesvalidrox.surrogate_models.supplementary.kernel_rbf.html">bayesvalidrox.surrogate_models.supplementary.kernel_rbf</a></li>
+<li class="toctree-l5"><a class="reference internal" href="bayesvalidrox.surrogate_models.supplementary.root_mean_squared_error.html">bayesvalidrox.surrogate_models.supplementary.root_mean_squared_error</a></li>
+<li class="toctree-l5"><a class="reference internal" href="bayesvalidrox.surrogate_models.supplementary.subdomain.html">bayesvalidrox.surrogate_models.supplementary.subdomain</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="view-this-page">
+ <a class="muted-link" href="../_sources/_autosummary/bayesvalidrox.surrogate_models.meta_model.rst.txt" title="View this page">
+ <svg><use href="#svg-eye"></use></svg>
+ <span class="visually-hidden">View this page</span>
+ </a>
+</div>
+<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-light"><use href="#svg-sun-with-moon"></use></svg>
+ <svg class="theme-icon-when-auto-dark"><use href="#svg-moon-with-sun"></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" id="furo-main-content">
+ <section id="module-bayesvalidrox.surrogate_models.meta_model">
+<span id="bayesvalidrox-surrogate-models-meta-model"></span><h1>bayesvalidrox.surrogate_models.meta_model<a class="headerlink" href="#module-bayesvalidrox.surrogate_models.meta_model" title="Link to this heading">¶</a></h1>
+<p>Implementation of metamodel as either PC, aPC or GPE</p>
+<p class="rubric">Functions</p>
+<div class="table-wrapper autosummary longtable docutils container">
+<table class="autosummary longtable docutils align-default">
+<tbody>
+<tr class="row-odd"><td><p><a class="reference internal" href="bayesvalidrox.surrogate_models.meta_model.transform_y.html#bayesvalidrox.surrogate_models.meta_model.transform_y" title="bayesvalidrox.surrogate_models.meta_model.transform_y"><code class="xref py py-obj docutils literal notranslate"><span class="pre">transform_y</span></code></a>(self, y[, b_i, trafo_type])</p></td>
+<td><p>Apply chosen transformation to model outputs per key.</p></td>
+</tr>
+</tbody>
+</table>
+</div>
+<p class="rubric">Classes</p>
+<div class="table-wrapper autosummary longtable docutils container">
+<table class="autosummary longtable docutils align-default">
+<tbody>
+<tr class="row-odd"><td><p><a class="reference internal" href="bayesvalidrox.surrogate_models.meta_model.MetaModel.html#bayesvalidrox.surrogate_models.meta_model.MetaModel" title="bayesvalidrox.surrogate_models.meta_model.MetaModel"><code class="xref py py-obj docutils literal notranslate"><span class="pre">MetaModel</span></code></a>(input_obj[, meta_model_type, ...])</p></td>
+<td><p>Meta (surrogate) model base class</p></td>
+</tr>
+</tbody>
+</table>
+</div>
+</section>
+
+ </article>
+ </div>
+ <footer>
+
+ <div class="related-pages">
+ <a class="next-page" href="bayesvalidrox.surrogate_models.meta_model.transform_y.html">
+ <div class="page-info">
+ <div class="context">
+ <span>Next</span>
+ </div>
+ <div class="title">bayesvalidrox.surrogate_models.meta_model.transform_y</div>
+ </div>
+ <svg class="furo-related-icon"><use href="#svg-arrow-right"></use></svg>
+ </a>
+ <a class="prev-page" href="bayesvalidrox.surrogate_models.inputs.Marginal.html">
+ <svg class="furo-related-icon"><use href="#svg-arrow-right"></use></svg>
+ <div class="page-info">
+ <div class="context">
+ <span>Previous</span>
+ </div>
+
+ <div class="title">bayesvalidrox.surrogate_models.inputs.Marginal</div>
+
+ </div>
+ </a>
+ </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=79f5c508"></script>
+ <script src="../_static/doctools.js?v=9bcbadda"></script>
+ <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
+ <script src="../_static/scripts/furo.js?v=5fa4622c"></script>
+ </body>
+</html>
\ No newline at end of file
diff --git a/docs/build/html/_autosummary/bayesvalidrox.surrogate_models.meta_model.transform_y.html b/docs/build/html/_autosummary/bayesvalidrox.surrogate_models.meta_model.transform_y.html
new file mode 100644
index 0000000000000000000000000000000000000000..dc22b6ba56612f18a2e47652bc2c646a722a7ff3
--- /dev/null
+++ b/docs/build/html/_autosummary/bayesvalidrox.surrogate_models.meta_model.transform_y.html
@@ -0,0 +1,526 @@
+<!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"><meta name="viewport" content="width=device-width, initial-scale=1" />
+<link rel="index" title="Index" href="../genindex.html" /><link rel="search" title="Search" href="../search.html" /><link rel="next" title="bayesvalidrox.surrogate_models.meta_model.MetaModel" href="bayesvalidrox.surrogate_models.meta_model.MetaModel.html" /><link rel="prev" title="bayesvalidrox.surrogate_models.meta_model" href="bayesvalidrox.surrogate_models.meta_model.html" />
+
+ <!-- Generated with Sphinx 8.1.3 and Furo 2024.08.06 -->
+ <title>bayesvalidrox.surrogate_models.meta_model.transform_y - bayesvalidrox 2.0.0 documentation</title>
+ <link rel="stylesheet" type="text/css" href="../_static/pygments.css?v=a746c00c" />
+ <link rel="stylesheet" type="text/css" href="../_static/styles/furo.css?v=354aac6f" />
+ <link rel="stylesheet" type="text/css" href="../_static/styles/furo-extensions.css?v=302659d7" />
+ <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" 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" 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-with-moon" viewBox="0 0 24 24">
+ <title>Auto light/dark, in light mode</title>
+ <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" fill="none" stroke="currentColor"
+ stroke-width="1" stroke-linecap="round" stroke-linejoin="round"
+ class="icon-custom-derived-from-feather-sun-and-tabler-moon">
+ <path style="opacity: 50%" d="M 5.411 14.504 C 5.471 14.504 5.532 14.504 5.591 14.504 C 3.639 16.319 4.383 19.569 6.931 20.352 C 7.693 20.586 8.512 20.551 9.25 20.252 C 8.023 23.207 4.056 23.725 2.11 21.184 C 0.166 18.642 1.702 14.949 4.874 14.536 C 5.051 14.512 5.231 14.5 5.411 14.5 L 5.411 14.504 Z"/>
+ <line x1="14.5" y1="3.25" x2="14.5" y2="1.25"/>
+ <line x1="14.5" y1="15.85" x2="14.5" y2="17.85"/>
+ <line x1="10.044" y1="5.094" x2="8.63" y2="3.68"/>
+ <line x1="19" y1="14.05" x2="20.414" y2="15.464"/>
+ <line x1="8.2" y1="9.55" x2="6.2" y2="9.55"/>
+ <line x1="20.8" y1="9.55" x2="22.8" y2="9.55"/>
+ <line x1="10.044" y1="14.006" x2="8.63" y2="15.42"/>
+ <line x1="19" y1="5.05" x2="20.414" y2="3.636"/>
+ <circle cx="14.5" cy="9.55" r="3.6"/>
+ </svg>
+ </symbol>
+ <symbol id="svg-moon-with-sun" viewBox="0 0 24 24">
+ <title>Auto light/dark, in dark mode</title>
+ <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" fill="none" stroke="currentColor"
+ stroke-width="1" stroke-linecap="round" stroke-linejoin="round"
+ class="icon-custom-derived-from-feather-sun-and-tabler-moon">
+ <path d="M 8.282 7.007 C 8.385 7.007 8.494 7.007 8.595 7.007 C 5.18 10.184 6.481 15.869 10.942 17.24 C 12.275 17.648 13.706 17.589 15 17.066 C 12.851 22.236 5.91 23.143 2.505 18.696 C -0.897 14.249 1.791 7.786 7.342 7.063 C 7.652 7.021 7.965 7 8.282 7 L 8.282 7.007 Z"/>
+ <line style="opacity: 50%" x1="18" y1="3.705" x2="18" y2="2.5"/>
+ <line style="opacity: 50%" x1="18" y1="11.295" x2="18" y2="12.5"/>
+ <line style="opacity: 50%" x1="15.316" y1="4.816" x2="14.464" y2="3.964"/>
+ <line style="opacity: 50%" x1="20.711" y1="10.212" x2="21.563" y2="11.063"/>
+ <line style="opacity: 50%" x1="14.205" y1="7.5" x2="13.001" y2="7.5"/>
+ <line style="opacity: 50%" x1="21.795" y1="7.5" x2="23" y2="7.5"/>
+ <line style="opacity: 50%" x1="15.316" y1="10.184" x2="14.464" y2="11.036"/>
+ <line style="opacity: 50%" x1="20.711" y1="4.789" x2="21.563" y2="3.937"/>
+ <circle style="opacity: 50%" cx="18" cy="7.5" r="2.169"/>
+ </svg>
+ </symbol>
+ <symbol id="svg-pencil" viewBox="0 0 24 24">
+ <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" fill="none" stroke="currentColor"
+ stroke-width="1" stroke-linecap="round" stroke-linejoin="round" class="icon-tabler-pencil-code">
+ <path d="M4 20h4l10.5 -10.5a2.828 2.828 0 1 0 -4 -4l-10.5 10.5v4" />
+ <path d="M13.5 6.5l4 4" />
+ <path d="M20 21l2 -2l-2 -2" />
+ <path d="M17 17l-2 2l2 2" />
+ </svg>
+ </symbol>
+ <symbol id="svg-eye" viewBox="0 0 24 24">
+ <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" fill="none" stroke="currentColor"
+ stroke-width="1" stroke-linecap="round" stroke-linejoin="round" class="icon-tabler-eye-code">
+ <path stroke="none" d="M0 0h24v24H0z" fill="none" />
+ <path d="M10 12a2 2 0 1 0 4 0a2 2 0 0 0 -4 0" />
+ <path
+ d="M11.11 17.958c-3.209 -.307 -5.91 -2.293 -8.11 -5.958c2.4 -4 5.4 -6 9 -6c3.6 0 6.6 2 9 6c-.21 .352 -.427 .688 -.647 1.008" />
+ <path d="M20 21l2 -2l-2 -2" />
+ <path d="M17 17l-2 2l2 2" />
+ </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>
+
+<a class="skip-to-content muted-link" href="#furo-main-content">Skip to content</a>
+
+
+
+<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 2.0.0 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-light"><use href="#svg-sun-with-moon"></use></svg>
+ <svg class="theme-icon-when-auto-dark"><use href="#svg-moon-with-sun"></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" 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="../search.html" 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 class="current">
+<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 current has-children"><a class="reference internal" href="../api.html">API</a><input checked="" 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 class="current">
+<li class="toctree-l2 current has-children"><a class="reference internal" href="bayesvalidrox.html">bayesvalidrox</a><input checked="" 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 class="current">
+<li class="toctree-l3 has-children"><a class="reference internal" href="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="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="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="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="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="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="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="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="bayesvalidrox.bayes_inference.mcmc.MCMC.html">bayesvalidrox.bayes_inference.mcmc.MCMC</a></li>
+</ul>
+</li>
+<li class="toctree-l4 has-children"><a class="reference internal" href="bayesvalidrox.bayes_inference.post_sampler.html">bayesvalidrox.bayes_inference.post_sampler</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.bayes_inference.post_sampler</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l5"><a class="reference internal" href="bayesvalidrox.bayes_inference.post_sampler.PostSampler.html">bayesvalidrox.bayes_inference.post_sampler.PostSampler</a></li>
+</ul>
+</li>
+<li class="toctree-l4 has-children"><a class="reference internal" href="bayesvalidrox.bayes_inference.rejection_sampler.html">bayesvalidrox.bayes_inference.rejection_sampler</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.bayes_inference.rejection_sampler</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l5"><a class="reference internal" href="bayesvalidrox.bayes_inference.rejection_sampler.RejectionSampler.html">bayesvalidrox.bayes_inference.rejection_sampler.RejectionSampler</a></li>
+</ul>
+</li>
+</ul>
+</li>
+<li class="toctree-l3 has-children"><a class="reference internal" href="bayesvalidrox.post_processing.html">bayesvalidrox.post_processing</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.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="bayesvalidrox.post_processing.post_processing.html">bayesvalidrox.post_processing.post_processing</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.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="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="bayesvalidrox.pylink.html">bayesvalidrox.pylink</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.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="bayesvalidrox.pylink.pylink.html">bayesvalidrox.pylink.pylink</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.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="bayesvalidrox.pylink.pylink.within_range.html">bayesvalidrox.pylink.pylink.within_range</a></li>
+<li class="toctree-l5"><a class="reference internal" href="bayesvalidrox.pylink.pylink.PyLinkForwardModel.html">bayesvalidrox.pylink.pylink.PyLinkForwardModel</a></li>
+</ul>
+</li>
+</ul>
+</li>
+<li class="toctree-l3 current has-children"><a class="reference internal" href="bayesvalidrox.surrogate_models.html">bayesvalidrox.surrogate_models</a><input checked="" 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</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul class="current">
+<li class="toctree-l4 has-children"><a class="reference internal" href="bayesvalidrox.surrogate_models.apoly_construction.html">bayesvalidrox.surrogate_models.apoly_construction</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.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="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="bayesvalidrox.surrogate_models.bayes_linear.html">bayesvalidrox.surrogate_models.bayes_linear</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.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="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="bayesvalidrox.surrogate_models.bayes_linear.BayesianLinearRegression.html">bayesvalidrox.surrogate_models.bayes_linear.BayesianLinearRegression</a></li>
+<li class="toctree-l5"><a class="reference internal" href="bayesvalidrox.surrogate_models.bayes_linear.EBLinearRegression.html">bayesvalidrox.surrogate_models.bayes_linear.EBLinearRegression</a></li>
+<li class="toctree-l5"><a class="reference internal" href="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="bayesvalidrox.surrogate_models.engine.html">bayesvalidrox.surrogate_models.engine</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.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="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="bayesvalidrox.surrogate_models.eval_rec_rule.html">bayesvalidrox.surrogate_models.eval_rec_rule</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.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="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="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="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="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="bayesvalidrox.surrogate_models.exp_designs.html">bayesvalidrox.surrogate_models.exp_designs</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.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="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="bayesvalidrox.surrogate_models.exploration.html">bayesvalidrox.surrogate_models.exploration</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.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="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="bayesvalidrox.surrogate_models.gaussian_process_sklearn.html">bayesvalidrox.surrogate_models.gaussian_process_sklearn</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.gaussian_process_sklearn</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l5"><a class="reference internal" href="bayesvalidrox.surrogate_models.gaussian_process_sklearn.GPESkl.html">bayesvalidrox.surrogate_models.gaussian_process_sklearn.GPESkl</a></li>
+<li class="toctree-l5"><a class="reference internal" href="bayesvalidrox.surrogate_models.gaussian_process_sklearn.MySklGPE.html">bayesvalidrox.surrogate_models.gaussian_process_sklearn.MySklGPE</a></li>
+</ul>
+</li>
+<li class="toctree-l4 has-children"><a class="reference internal" href="bayesvalidrox.surrogate_models.glexindex.html">bayesvalidrox.surrogate_models.glexindex</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.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="bayesvalidrox.surrogate_models.glexindex.cross_truncate.html">bayesvalidrox.surrogate_models.glexindex.cross_truncate</a></li>
+<li class="toctree-l5"><a class="reference internal" href="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="bayesvalidrox.surrogate_models.input_space.html">bayesvalidrox.surrogate_models.input_space</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.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="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="bayesvalidrox.surrogate_models.inputs.html">bayesvalidrox.surrogate_models.inputs</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.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="bayesvalidrox.surrogate_models.inputs.Input.html">bayesvalidrox.surrogate_models.inputs.Input</a></li>
+<li class="toctree-l5"><a class="reference internal" href="bayesvalidrox.surrogate_models.inputs.Marginal.html">bayesvalidrox.surrogate_models.inputs.Marginal</a></li>
+</ul>
+</li>
+<li class="toctree-l4 current has-children"><a class="reference internal" href="bayesvalidrox.surrogate_models.meta_model.html">bayesvalidrox.surrogate_models.meta_model</a><input checked="" 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.meta_model</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul class="current">
+<li class="toctree-l5 current current-page"><a class="current reference internal" href="#">bayesvalidrox.surrogate_models.meta_model.transform_y</a></li>
+<li class="toctree-l5"><a class="reference internal" href="bayesvalidrox.surrogate_models.meta_model.MetaModel.html">bayesvalidrox.surrogate_models.meta_model.MetaModel</a></li>
+</ul>
+</li>
+<li class="toctree-l4 has-children"><a class="reference internal" href="bayesvalidrox.surrogate_models.orthogonal_matching_pursuit.html">bayesvalidrox.surrogate_models.orthogonal_matching_pursuit</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.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="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="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="bayesvalidrox.surrogate_models.pce_gpr.html">bayesvalidrox.surrogate_models.pce_gpr</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.pce_gpr</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l5"><a class="reference internal" href="bayesvalidrox.surrogate_models.pce_gpr.PCEGPR.html">bayesvalidrox.surrogate_models.pce_gpr.PCEGPR</a></li>
+</ul>
+</li>
+<li class="toctree-l4 has-children"><a class="reference internal" href="bayesvalidrox.surrogate_models.polynomial_chaos.html">bayesvalidrox.surrogate_models.polynomial_chaos</a><input class="toctree-checkbox" id="toctree-checkbox-30" name="toctree-checkbox-30" role="switch" type="checkbox"/><label for="toctree-checkbox-30"><div class="visually-hidden">Toggle navigation of bayesvalidrox.surrogate_models.polynomial_chaos</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l5"><a class="reference internal" href="bayesvalidrox.surrogate_models.polynomial_chaos.PCE.html">bayesvalidrox.surrogate_models.polynomial_chaos.PCE</a></li>
+</ul>
+</li>
+<li class="toctree-l4 has-children"><a class="reference internal" href="bayesvalidrox.surrogate_models.reg_fast_ard.html">bayesvalidrox.surrogate_models.reg_fast_ard</a><input class="toctree-checkbox" id="toctree-checkbox-31" name="toctree-checkbox-31" role="switch" type="checkbox"/><label for="toctree-checkbox-31"><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="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="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="bayesvalidrox.surrogate_models.reg_fast_laplace.html">bayesvalidrox.surrogate_models.reg_fast_laplace</a><input class="toctree-checkbox" id="toctree-checkbox-32" name="toctree-checkbox-32" role="switch" type="checkbox"/><label for="toctree-checkbox-32"><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="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="bayesvalidrox.surrogate_models.sequential_design.html">bayesvalidrox.surrogate_models.sequential_design</a><input class="toctree-checkbox" id="toctree-checkbox-33" name="toctree-checkbox-33" role="switch" type="checkbox"/><label for="toctree-checkbox-33"><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="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="bayesvalidrox.surrogate_models.supplementary.html">bayesvalidrox.surrogate_models.supplementary</a><input class="toctree-checkbox" id="toctree-checkbox-34" name="toctree-checkbox-34" role="switch" type="checkbox"/><label for="toctree-checkbox-34"><div class="visually-hidden">Toggle navigation of bayesvalidrox.surrogate_models.supplementary</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
+<li class="toctree-l5"><a class="reference internal" href="bayesvalidrox.surrogate_models.supplementary.check_ranges.html">bayesvalidrox.surrogate_models.supplementary.check_ranges</a></li>
+<li class="toctree-l5"><a class="reference internal" href="bayesvalidrox.surrogate_models.supplementary.corr_loocv_error.html">bayesvalidrox.surrogate_models.supplementary.corr_loocv_error</a></li>
+<li class="toctree-l5"><a class="reference internal" href="bayesvalidrox.surrogate_models.supplementary.create_psi.html">bayesvalidrox.surrogate_models.supplementary.create_psi</a></li>
+<li class="toctree-l5"><a class="reference internal" href="bayesvalidrox.surrogate_models.supplementary.gelman_rubin.html">bayesvalidrox.surrogate_models.supplementary.gelman_rubin</a></li>
+<li class="toctree-l5"><a class="reference internal" href="bayesvalidrox.surrogate_models.supplementary.hellinger_distance.html">bayesvalidrox.surrogate_models.supplementary.hellinger_distance</a></li>
+<li class="toctree-l5"><a class="reference internal" href="bayesvalidrox.surrogate_models.supplementary.kernel_rbf.html">bayesvalidrox.surrogate_models.supplementary.kernel_rbf</a></li>
+<li class="toctree-l5"><a class="reference internal" href="bayesvalidrox.surrogate_models.supplementary.root_mean_squared_error.html">bayesvalidrox.surrogate_models.supplementary.root_mean_squared_error</a></li>
+<li class="toctree-l5"><a class="reference internal" href="bayesvalidrox.surrogate_models.supplementary.subdomain.html">bayesvalidrox.surrogate_models.supplementary.subdomain</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="view-this-page">
+ <a class="muted-link" href="../_sources/_autosummary/bayesvalidrox.surrogate_models.meta_model.transform_y.rst.txt" title="View this page">
+ <svg><use href="#svg-eye"></use></svg>
+ <span class="visually-hidden">View this page</span>
+ </a>
+</div>
+<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-light"><use href="#svg-sun-with-moon"></use></svg>
+ <svg class="theme-icon-when-auto-dark"><use href="#svg-moon-with-sun"></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" 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" id="furo-main-content">
+ <section id="bayesvalidrox-surrogate-models-meta-model-transform-y">
+<h1>bayesvalidrox.surrogate_models.meta_model.transform_y<a class="headerlink" href="#bayesvalidrox-surrogate-models-meta-model-transform-y" title="Link to this heading">¶</a></h1>
+<dl class="py function">
+<dt class="sig sig-object py" id="bayesvalidrox.surrogate_models.meta_model.transform_y">
+<span class="sig-prename descclassname"><span class="pre">bayesvalidrox.surrogate_models.meta_model.</span></span><span class="sig-name descname"><span class="pre">transform_y</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">self</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">y</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">b_i</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">trafo_type</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">''</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#bayesvalidrox.surrogate_models.meta_model.transform_y" title="Link to this definition">¶</a></dt>
+<dd><p>Apply chosen transformation to model outputs per key.
+Currently supports no transform, bootstrap and PCA.</p>
+<section id="parameters">
+<h2>Parameters<a class="headerlink" href="#parameters" title="Link to this heading">¶</a></h2>
+<dl>
+<dt>self<span class="classifier">object</span></dt><dd><p>An object of class MetaModel that contains needed parameters.</p>
+</dd>
+<dt>y<span class="classifier">dict</span></dt><dd><p>Output to transform, should contain arrays for each key.</p>
+</dd>
+<dt>b_i<span class="classifier">int</span></dt><dd><p>Current bootstrap index. This is used in PCA-transformation to use
+the same number of PCA components in each bootstrap iteration.
+The default is 0.</p>
+</dd>
+<dt>trafo_type<span class="classifier">string</span></dt><dd><p>The type of transformation to apply. Currently supported are
+‘bootstrap’: Bootstrap each key with self.b_indices
+‘pca’: Principal Component Analysis. The transformation has to be</p>
+<blockquote>
+<div><p>available in self.</p>
+</div></blockquote>
+<p>‘’: No transformation</p>
+</dd>
+</dl>
+</section>
+<section id="returns">
+<h2>Returns<a class="headerlink" href="#returns" title="Link to this heading">¶</a></h2>
+<dl class="simple">
+<dt>y_transform<span class="classifier">dict</span></dt><dd><p>Transformed outputs.</p>
+</dd>
+</dl>
+</section>
+</dd></dl>
+
+</section>
+
+ </article>
+ </div>
+ <footer>
+
+ <div class="related-pages">
+ <a class="next-page" href="bayesvalidrox.surrogate_models.meta_model.MetaModel.html">
+ <div class="page-info">
+ <div class="context">
+ <span>Next</span>
+ </div>
+ <div class="title">bayesvalidrox.surrogate_models.meta_model.MetaModel</div>
+ </div>
+ <svg class="furo-related-icon"><use href="#svg-arrow-right"></use></svg>
+ </a>
+ <a class="prev-page" href="bayesvalidrox.surrogate_models.meta_model.html">
+ <svg class="furo-related-icon"><use href="#svg-arrow-right"></use></svg>
+ <div class="page-info">
+ <div class="context">
+ <span>Previous</span>
+ </div>
+
+ <div class="title">bayesvalidrox.surrogate_models.meta_model</div>
+
+ </div>
+ </a>
+ </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">
+
+
+ <div class="toc-sticky toc-scroll">
+ <div class="toc-title-container">
+ <span class="toc-title">
+ On this page
+ </span>
+ </div>
+ <div class="toc-tree-container">
+ <div class="toc-tree">
+ <ul>
+<li><a class="reference internal" href="#">bayesvalidrox.surrogate_models.meta_model.transform_y</a><ul>
+<li><a class="reference internal" href="#bayesvalidrox.surrogate_models.meta_model.transform_y"><code class="docutils literal notranslate"><span class="pre">transform_y()</span></code></a></li>
+</ul>
+</li>
+</ul>
+
+ </div>
+ </div>
+ </div>
+
+
+ </aside>
+ </div>
+</div><script src="../_static/documentation_options.js?v=79f5c508"></script>
+ <script src="../_static/doctools.js?v=9bcbadda"></script>
+ <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
+ <script src="../_static/scripts/furo.js?v=5fa4622c"></script>
+ </body>
+</html>
\ No newline at end of file
diff --git a/docs/build/html/_sources/_autosummary/bayesvalidrox.bayes_inference.rejection_sampler.RejectionSampler.rst.txt b/docs/build/html/_sources/_autosummary/bayesvalidrox.bayes_inference.rejection_sampler.RejectionSampler.rst.txt
new file mode 100644
index 0000000000000000000000000000000000000000..25b944078192d840ec84b1e2a7c50e77960c3cb2
--- /dev/null
+++ b/docs/build/html/_sources/_autosummary/bayesvalidrox.bayes_inference.rejection_sampler.RejectionSampler.rst.txt
@@ -0,0 +1,29 @@
+bayesvalidrox.bayes\_inference.rejection\_sampler.RejectionSampler
+==================================================================
+
+.. currentmodule:: bayesvalidrox.bayes_inference.rejection_sampler
+
+.. autoclass:: RejectionSampler
+ :members:
+ :show-inheritance:
+ :inherited-members:
+
+
+ .. automethod:: __init__
+
+
+ .. rubric:: Methods
+
+ .. autosummary::
+
+ ~RejectionSampler.__init__
+ ~RejectionSampler.calculate_loglik_logbme
+ ~RejectionSampler.calculate_valid_metrics
+ ~RejectionSampler.normpdf
+ ~RejectionSampler.run_sampler
+
+
+
+
+
+
\ No newline at end of file
diff --git a/docs/build/html/_sources/_autosummary/bayesvalidrox.bayes_inference.rejection_sampler.rst.txt b/docs/build/html/_sources/_autosummary/bayesvalidrox.bayes_inference.rejection_sampler.rst.txt
new file mode 100644
index 0000000000000000000000000000000000000000..57fa1a10910213636b0a8efe93bb5bf36539dc0e
--- /dev/null
+++ b/docs/build/html/_sources/_autosummary/bayesvalidrox.bayes_inference.rejection_sampler.rst.txt
@@ -0,0 +1,31 @@
+bayesvalidrox.bayes\_inference.rejection\_sampler
+=================================================
+
+.. automodule:: bayesvalidrox.bayes_inference.rejection_sampler
+
+
+
+
+
+
+
+
+
+
+
+ .. rubric:: Classes
+
+ .. autosummary::
+ :toctree:
+ :template: custom-class-template.rst
+
+ RejectionSampler
+
+
+
+
+
+
+
+
+
diff --git a/docs/build/html/_sources/_autosummary/bayesvalidrox.surrogate_models.meta_model.MetaModel.rst.txt b/docs/build/html/_sources/_autosummary/bayesvalidrox.surrogate_models.meta_model.MetaModel.rst.txt
new file mode 100644
index 0000000000000000000000000000000000000000..719b2aa41285bed33739558823e547d58ac627a0
--- /dev/null
+++ b/docs/build/html/_sources/_autosummary/bayesvalidrox.surrogate_models.meta_model.MetaModel.rst.txt
@@ -0,0 +1,33 @@
+bayesvalidrox.surrogate\_models.meta\_model.MetaModel
+=====================================================
+
+.. currentmodule:: bayesvalidrox.surrogate_models.meta_model
+
+.. autoclass:: MetaModel
+ :members:
+ :show-inheritance:
+ :inherited-members:
+
+
+ .. automethod:: __init__
+
+
+ .. rubric:: Methods
+
+ .. autosummary::
+
+ ~MetaModel.__init__
+ ~MetaModel.add_input_space
+ ~MetaModel.build_metamodel
+ ~MetaModel.calculate_moments
+ ~MetaModel.check_is_gaussian
+ ~MetaModel.copy_meta_model_opts
+ ~MetaModel.eval_metamodel
+ ~MetaModel.fit
+ ~MetaModel.pca_transformation
+
+
+
+
+
+
\ No newline at end of file
diff --git a/docs/build/html/_sources/_autosummary/bayesvalidrox.surrogate_models.meta_model.rst.txt b/docs/build/html/_sources/_autosummary/bayesvalidrox.surrogate_models.meta_model.rst.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a8dd02d5035e7a331b5aafdc3e6bcccb3f687acf
--- /dev/null
+++ b/docs/build/html/_sources/_autosummary/bayesvalidrox.surrogate_models.meta_model.rst.txt
@@ -0,0 +1,38 @@
+bayesvalidrox.surrogate\_models.meta\_model
+===========================================
+
+.. automodule:: bayesvalidrox.surrogate_models.meta_model
+
+
+
+
+
+
+
+ .. rubric:: Functions
+
+ .. autosummary::
+ :toctree:
+
+ transform_y
+
+
+
+
+
+ .. rubric:: Classes
+
+ .. autosummary::
+ :toctree:
+ :template: custom-class-template.rst
+
+ MetaModel
+
+
+
+
+
+
+
+
+
diff --git a/docs/build/html/_sources/_autosummary/bayesvalidrox.surrogate_models.meta_model.transform_y.rst.txt b/docs/build/html/_sources/_autosummary/bayesvalidrox.surrogate_models.meta_model.transform_y.rst.txt
new file mode 100644
index 0000000000000000000000000000000000000000..892c6440158e31db8c36258d42fa06c7748f6691
--- /dev/null
+++ b/docs/build/html/_sources/_autosummary/bayesvalidrox.surrogate_models.meta_model.transform_y.rst.txt
@@ -0,0 +1,6 @@
+bayesvalidrox.surrogate\_models.meta\_model.transform\_y
+========================================================
+
+.. currentmodule:: bayesvalidrox.surrogate_models.meta_model
+
+.. autofunction:: transform_y
\ No newline at end of file
diff --git a/docs/diagrams/.$Class overview.drawio.bkp b/docs/diagrams/.$Class overview.drawio.bkp
index d71ef7225131d441d745860aff7de4a2c792dfa5..8336e807bbcaea52790bd0ac4a38f519050387e4 100644
--- a/docs/diagrams/.$Class overview.drawio.bkp
+++ b/docs/diagrams/.$Class overview.drawio.bkp
@@ -1,962 +1,191 @@
-<mxfile host="Electron" modified="2024-04-24T13:20:35.182Z" agent="Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) draw.io/22.1.11 Chrome/114.0.5735.289 Electron/25.9.8 Safari/537.36" etag="yF3UWZAVG7IacsJBd-44" version="22.1.11" type="device" pages="4">
- <diagram name="Class and function structure" id="efOe0Jku58RX-i1bv-3b">
- <mxGraphModel dx="2921" dy="823" grid="1" gridSize="10" guides="1" tooltips="1" connect="1" arrows="1" fold="1" page="1" pageScale="1" pageWidth="850" pageHeight="1100" math="0" shadow="0">
+<mxfile host="Electron" modified="2025-02-20T16:23:02.423Z" agent="Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) draw.io/22.1.11 Chrome/114.0.5735.289 Electron/25.9.8 Safari/537.36" etag="ej88eZUPhn9FYIokSUUA" version="22.1.11" type="device" pages="2">
+ <diagram id="QgiNX2WXFOBDsDgzoFY9" name="Folder structure">
+ <mxGraphModel dx="1203" dy="807" grid="1" gridSize="10" guides="1" tooltips="1" connect="1" arrows="1" fold="1" page="1" pageScale="1" pageWidth="850" pageHeight="1100" math="0" shadow="0">
<root>
<mxCell id="0" />
<mxCell id="1" parent="0" />
- <mxCell id="xary-zVek9Bg-A1b1ZmA-22" value="<p style="margin:0px;margin-top:4px;text-align:center;"><b>MCMC</b></p><hr size="1"><div style="height:2px;"></div>" style="verticalAlign=top;align=left;overflow=fill;fontSize=12;fontFamily=Helvetica;html=1;whiteSpace=wrap;" parent="1" vertex="1">
- <mxGeometry x="1270" y="360" width="770" height="380" as="geometry" />
- </mxCell>
- <mxCell id="xary-zVek9Bg-A1b1ZmA-1" value="_kernel_rbf" style="rounded=0;whiteSpace=wrap;html=1;" parent="1" vertex="1">
- <mxGeometry x="1020" y="200" width="120" height="60" as="geometry" />
- </mxCell>
- <mxCell id="xary-zVek9Bg-A1b1ZmA-2" value="_logpdf" style="rounded=0;whiteSpace=wrap;html=1;" parent="1" vertex="1">
- <mxGeometry x="820" y="140" width="120" height="60" as="geometry" />
- </mxCell>
- <mxCell id="xary-zVek9Bg-A1b1ZmA-10" value="<p style="margin:0px;margin-top:4px;text-align:center;"><b>BayesInf</b></p><hr size="1"><div style="height:2px;"></div>" style="verticalAlign=top;align=left;overflow=fill;fontSize=12;fontFamily=Helvetica;html=1;whiteSpace=wrap;" parent="1" vertex="1">
- <mxGeometry x="-120" y="290" width="1310" height="680" as="geometry" />
- </mxCell>
- <mxCell id="xary-zVek9Bg-A1b1ZmA-24" value="if self.bootstrap <br>or self.bayes_loocv <br>or self.just_analysis" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;entryX=1;entryY=0.5;entryDx=0;entryDy=0;labelBackgroundColor=#ffae00;exitX=0.5;exitY=0;exitDx=0;exitDy=0;" parent="1" source="xary-zVek9Bg-A1b1ZmA-9" target="xary-zVek9Bg-A1b1ZmA-13" edge="1">
- <mxGeometry x="0.2902" relative="1" as="geometry">
- <mxPoint as="offset" />
- </mxGeometry>
- </mxCell>
- <mxCell id="xary-zVek9Bg-A1b1ZmA-31" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" parent="1" source="xary-zVek9Bg-A1b1ZmA-9" target="xary-zVek9Bg-A1b1ZmA-18" edge="1">
- <mxGeometry relative="1" as="geometry" />
- </mxCell>
- <mxCell id="xary-zVek9Bg-A1b1ZmA-42" value="if self.name != 'valid'<br>and self.inference_method != 'rejection'" style="edgeLabel;html=1;align=center;verticalAlign=middle;resizable=0;points=[];labelBackgroundColor=default;" parent="xary-zVek9Bg-A1b1ZmA-31" vertex="1" connectable="0">
- <mxGeometry x="0.5646" relative="1" as="geometry">
- <mxPoint as="offset" />
- </mxGeometry>
- </mxCell>
- <mxCell id="xary-zVek9Bg-A1b1ZmA-32" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" parent="1" source="xary-zVek9Bg-A1b1ZmA-9" target="HiMKSJFquRK0mIlwyRFI-5" edge="1">
- <mxGeometry relative="1" as="geometry" />
- </mxCell>
- <mxCell id="xary-zVek9Bg-A1b1ZmA-43" value="if self.inference_method == 'mcmc'" style="edgeLabel;html=1;align=center;verticalAlign=middle;resizable=0;points=[];" parent="xary-zVek9Bg-A1b1ZmA-32" vertex="1" connectable="0">
- <mxGeometry x="-0.0958" y="-1" relative="1" as="geometry">
- <mxPoint as="offset" />
- </mxGeometry>
- </mxCell>
- <mxCell id="xary-zVek9Bg-A1b1ZmA-33" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.75;exitY=1;exitDx=0;exitDy=0;entryX=0;entryY=0.5;entryDx=0;entryDy=0;" parent="1" source="xary-zVek9Bg-A1b1ZmA-9" target="xary-zVek9Bg-A1b1ZmA-19" edge="1">
- <mxGeometry relative="1" as="geometry" />
- </mxCell>
- <mxCell id="xary-zVek9Bg-A1b1ZmA-52" value="always" style="edgeLabel;html=1;align=center;verticalAlign=middle;resizable=0;points=[];labelBackgroundColor=#C2C2C2;" parent="xary-zVek9Bg-A1b1ZmA-33" vertex="1" connectable="0">
- <mxGeometry x="-0.112" y="1" relative="1" as="geometry">
- <mxPoint as="offset" />
- </mxGeometry>
- </mxCell>
- <mxCell id="xary-zVek9Bg-A1b1ZmA-34" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" parent="1" source="xary-zVek9Bg-A1b1ZmA-9" target="xary-zVek9Bg-A1b1ZmA-21" edge="1">
- <mxGeometry relative="1" as="geometry" />
- </mxCell>
- <mxCell id="xary-zVek9Bg-A1b1ZmA-47" value="if self.plot_post_pred" style="edgeLabel;html=1;align=center;verticalAlign=middle;resizable=0;points=[];" parent="xary-zVek9Bg-A1b1ZmA-34" vertex="1" connectable="0">
- <mxGeometry x="0.2399" y="-1" relative="1" as="geometry">
- <mxPoint y="1" as="offset" />
- </mxGeometry>
- </mxCell>
- <mxCell id="xary-zVek9Bg-A1b1ZmA-35" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" parent="1" source="xary-zVek9Bg-A1b1ZmA-9" target="xary-zVek9Bg-A1b1ZmA-20" edge="1">
- <mxGeometry relative="1" as="geometry" />
- </mxCell>
- <mxCell id="xary-zVek9Bg-A1b1ZmA-46" value="if self.plot_map_pred" style="edgeLabel;html=1;align=center;verticalAlign=middle;resizable=0;points=[];" parent="xary-zVek9Bg-A1b1ZmA-35" vertex="1" connectable="0">
- <mxGeometry x="0.4183" y="-1" relative="1" as="geometry">
- <mxPoint as="offset" />
- </mxGeometry>
- </mxCell>
- <mxCell id="xary-zVek9Bg-A1b1ZmA-54" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" parent="1" source="xary-zVek9Bg-A1b1ZmA-9" target="xary-zVek9Bg-A1b1ZmA-53" edge="1">
- <mxGeometry relative="1" as="geometry" />
- </mxCell>
- <mxCell id="xary-zVek9Bg-A1b1ZmA-55" value="if self.bootstrap" style="edgeLabel;html=1;align=center;verticalAlign=middle;resizable=0;points=[];labelBackgroundColor=#FF9A03;" parent="xary-zVek9Bg-A1b1ZmA-54" vertex="1" connectable="0">
- <mxGeometry x="0.1816" y="3" relative="1" as="geometry">
- <mxPoint x="1" as="offset" />
- </mxGeometry>
- </mxCell>
- <mxCell id="xary-zVek9Bg-A1b1ZmA-57" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;entryX=0;entryY=0.5;entryDx=0;entryDy=0;" parent="1" source="xary-zVek9Bg-A1b1ZmA-9" target="xary-zVek9Bg-A1b1ZmA-56" edge="1">
- <mxGeometry relative="1" as="geometry" />
- </mxCell>
- <mxCell id="xary-zVek9Bg-A1b1ZmA-58" value="always" style="edgeLabel;html=1;align=center;verticalAlign=middle;resizable=0;points=[];labelBackgroundColor=#FF9A03;" parent="xary-zVek9Bg-A1b1ZmA-57" vertex="1" connectable="0">
- <mxGeometry x="0.7182" y="2" relative="1" as="geometry">
- <mxPoint as="offset" />
- </mxGeometry>
- </mxCell>
- <mxCell id="xary-zVek9Bg-A1b1ZmA-60" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.25;exitY=1;exitDx=0;exitDy=0;" parent="1" source="xary-zVek9Bg-A1b1ZmA-9" target="xary-zVek9Bg-A1b1ZmA-59" edge="1">
- <mxGeometry relative="1" as="geometry" />
- </mxCell>
- <mxCell id="xary-zVek9Bg-A1b1ZmA-61" value="if self.error_model<br>and self.name == 'calib'" style="edgeLabel;html=1;align=center;verticalAlign=middle;resizable=0;points=[];" parent="xary-zVek9Bg-A1b1ZmA-60" vertex="1" connectable="0">
- <mxGeometry x="0.3024" y="2" relative="1" as="geometry">
- <mxPoint x="67" y="1" as="offset" />
- </mxGeometry>
- </mxCell>
- <mxCell id="HiMKSJFquRK0mIlwyRFI-54" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" parent="1" source="xary-zVek9Bg-A1b1ZmA-9" target="HiMKSJFquRK0mIlwyRFI-51" edge="1">
- <mxGeometry relative="1" as="geometry" />
- </mxCell>
- <mxCell id="HiMKSJFquRK0mIlwyRFI-55" value="always" style="edgeLabel;html=1;align=center;verticalAlign=middle;resizable=0;points=[];labelBackgroundColor=#FF9A03;" parent="HiMKSJFquRK0mIlwyRFI-54" vertex="1" connectable="0">
- <mxGeometry x="0.8253" y="3" relative="1" as="geometry">
- <mxPoint as="offset" />
- </mxGeometry>
- </mxCell>
- <mxCell id="xary-zVek9Bg-A1b1ZmA-9" value="create_inference" style="html=1;whiteSpace=wrap;strokeWidth=2;" parent="1" vertex="1">
- <mxGeometry x="405" y="539" width="110" height="50" as="geometry" />
- </mxCell>
- <mxCell id="xary-zVek9Bg-A1b1ZmA-25" value="if len(self.perturbed_data) == 0" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;" parent="1" source="xary-zVek9Bg-A1b1ZmA-13" target="xary-zVek9Bg-A1b1ZmA-14" edge="1">
- <mxGeometry x="0.3402" relative="1" as="geometry">
- <mxPoint y="1" as="offset" />
- </mxGeometry>
- </mxCell>
- <mxCell id="xary-zVek9Bg-A1b1ZmA-27" value="if not self.emulator" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" parent="1" source="xary-zVek9Bg-A1b1ZmA-13" target="xary-zVek9Bg-A1b1ZmA-15" edge="1">
- <mxGeometry relative="1" as="geometry" />
- </mxCell>
- <mxCell id="xary-zVek9Bg-A1b1ZmA-29" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;entryX=0;entryY=0.5;entryDx=0;entryDy=0;" parent="1" source="xary-zVek9Bg-A1b1ZmA-13" target="xary-zVek9Bg-A1b1ZmA-16" edge="1">
- <mxGeometry relative="1" as="geometry" />
- </mxCell>
- <mxCell id="xary-zVek9Bg-A1b1ZmA-44" value="always" style="edgeLabel;html=1;align=center;verticalAlign=middle;resizable=0;points=[];labelBackgroundColor=#cdcbcb;" parent="xary-zVek9Bg-A1b1ZmA-29" vertex="1" connectable="0">
- <mxGeometry x="0.4722" y="1" relative="1" as="geometry">
- <mxPoint as="offset" />
- </mxGeometry>
- </mxCell>
- <mxCell id="xary-zVek9Bg-A1b1ZmA-30" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;entryX=0;entryY=0.5;entryDx=0;entryDy=0;" parent="1" source="xary-zVek9Bg-A1b1ZmA-13" target="xary-zVek9Bg-A1b1ZmA-17" edge="1">
- <mxGeometry relative="1" as="geometry" />
- </mxCell>
- <mxCell id="xary-zVek9Bg-A1b1ZmA-41" value="if self.emulator" style="edgeLabel;html=1;align=center;verticalAlign=middle;resizable=0;points=[];" parent="xary-zVek9Bg-A1b1ZmA-30" vertex="1" connectable="0">
- <mxGeometry x="0.6143" y="-3" relative="1" as="geometry">
- <mxPoint as="offset" />
- </mxGeometry>
- </mxCell>
- <mxCell id="xary-zVek9Bg-A1b1ZmA-62" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;" parent="1" source="xary-zVek9Bg-A1b1ZmA-13" target="xary-zVek9Bg-A1b1ZmA-59" edge="1">
- <mxGeometry relative="1" as="geometry">
- <mxPoint x="340" y="680" as="targetPoint" />
- </mxGeometry>
- </mxCell>
- <mxCell id="xary-zVek9Bg-A1b1ZmA-63" value="if self.error_model<br>and self.name == 'valid'" style="edgeLabel;html=1;align=center;verticalAlign=middle;resizable=0;points=[];labelBackgroundColor=default;" parent="xary-zVek9Bg-A1b1ZmA-62" vertex="1" connectable="0">
- <mxGeometry x="-0.3906" relative="1" as="geometry">
- <mxPoint y="121" as="offset" />
- </mxGeometry>
- </mxCell>
- <mxCell id="xary-zVek9Bg-A1b1ZmA-13" value="perform_bootstrap" style="html=1;whiteSpace=wrap;" parent="1" vertex="1">
- <mxGeometry x="50" y="335" width="110" height="50" as="geometry" />
- </mxCell>
- <mxCell id="xary-zVek9Bg-A1b1ZmA-14" value="_perturb_data" style="html=1;whiteSpace=wrap;" parent="1" vertex="1">
- <mxGeometry x="-75" y="460" width="110" height="50" as="geometry" />
- </mxCell>
- <mxCell id="xary-zVek9Bg-A1b1ZmA-15" value="_eval_model" style="html=1;whiteSpace=wrap;" parent="1" vertex="1">
- <mxGeometry x="1050" y="660" width="110" height="50" as="geometry" />
- </mxCell>
- <mxCell id="xary-zVek9Bg-A1b1ZmA-38" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;entryX=0.5;entryY=1;entryDx=0;entryDy=0;" parent="1" source="xary-zVek9Bg-A1b1ZmA-16" target="xary-zVek9Bg-A1b1ZmA-1" edge="1">
- <mxGeometry relative="1" as="geometry" />
- </mxCell>
- <mxCell id="xary-zVek9Bg-A1b1ZmA-49" value="if hasattr bias_inputs&nbsp;<br>and not hasattr error_model" style="edgeLabel;html=1;align=center;verticalAlign=middle;resizable=0;points=[];labelBackgroundColor=#ffae00;" parent="xary-zVek9Bg-A1b1ZmA-38" vertex="1" connectable="0">
- <mxGeometry x="0.3126" y="-3" relative="1" as="geometry">
- <mxPoint x="-103" y="31" as="offset" />
- </mxGeometry>
- </mxCell>
- <mxCell id="xary-zVek9Bg-A1b1ZmA-39" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" parent="1" source="xary-zVek9Bg-A1b1ZmA-16" target="xary-zVek9Bg-A1b1ZmA-2" edge="1">
- <mxGeometry relative="1" as="geometry" />
- </mxCell>
- <mxCell id="xary-zVek9Bg-A1b1ZmA-16" value="normpdf" style="html=1;whiteSpace=wrap;" parent="1" vertex="1">
- <mxGeometry x="650" y="455" width="110" height="50" as="geometry" />
- </mxCell>
- <mxCell id="xary-zVek9Bg-A1b1ZmA-40" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" parent="1" source="xary-zVek9Bg-A1b1ZmA-17" target="xary-zVek9Bg-A1b1ZmA-2" edge="1">
- <mxGeometry relative="1" as="geometry" />
- </mxCell>
- <mxCell id="xary-zVek9Bg-A1b1ZmA-50" value="always" style="edgeLabel;html=1;align=center;verticalAlign=middle;resizable=0;points=[];labelBackgroundColor=#cdcbcb;" parent="xary-zVek9Bg-A1b1ZmA-40" vertex="1" connectable="0">
- <mxGeometry x="-0.6073" y="-5" relative="1" as="geometry">
- <mxPoint as="offset" />
- </mxGeometry>
- </mxCell>
- <mxCell id="xary-zVek9Bg-A1b1ZmA-17" value="_corr_factor_BME" style="html=1;whiteSpace=wrap;" parent="1" vertex="1">
- <mxGeometry x="650" y="385" width="110" height="50" as="geometry" />
- </mxCell>
- <mxCell id="xary-zVek9Bg-A1b1ZmA-18" value="_rejection_sampling" style="html=1;whiteSpace=wrap;" parent="1" vertex="1">
- <mxGeometry x="280" y="890" width="120" height="50" as="geometry" />
- </mxCell>
- <mxCell id="xary-zVek9Bg-A1b1ZmA-26" value="if not self.emulator&nbsp;<br>and not self.inference_method == 'rejection'&nbsp;<br>and self.name == 'calib" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;entryX=0;entryY=0.5;entryDx=0;entryDy=0;" parent="1" source="xary-zVek9Bg-A1b1ZmA-19" target="xary-zVek9Bg-A1b1ZmA-15" edge="1">
- <mxGeometry x="-0.0559" y="15" relative="1" as="geometry">
- <mxPoint as="offset" />
- </mxGeometry>
- </mxCell>
- <mxCell id="xary-zVek9Bg-A1b1ZmA-37" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" parent="1" source="xary-zVek9Bg-A1b1ZmA-19" target="xary-zVek9Bg-A1b1ZmA-1" edge="1">
- <mxGeometry relative="1" as="geometry" />
- </mxCell>
- <mxCell id="xary-zVek9Bg-A1b1ZmA-48" value="if sigma2_prior is not None<br>and if hasattr bias_inputs<br>and if not hasattr error_model" style="edgeLabel;html=1;align=center;verticalAlign=middle;resizable=0;points=[];labelBackgroundColor=#ffae00;" parent="xary-zVek9Bg-A1b1ZmA-37" vertex="1" connectable="0">
- <mxGeometry x="-0.5544" y="-1" relative="1" as="geometry">
- <mxPoint x="1" y="-5" as="offset" />
- </mxGeometry>
- </mxCell>
- <mxCell id="xary-zVek9Bg-A1b1ZmA-19" value="_posterior_predictive" style="html=1;whiteSpace=wrap;" parent="1" vertex="1">
- <mxGeometry x="690" y="589" width="130" height="50" as="geometry" />
- </mxCell>
- <mxCell id="xary-zVek9Bg-A1b1ZmA-28" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" parent="1" source="xary-zVek9Bg-A1b1ZmA-20" target="xary-zVek9Bg-A1b1ZmA-15" edge="1">
- <mxGeometry relative="1" as="geometry" />
- </mxCell>
- <mxCell id="xary-zVek9Bg-A1b1ZmA-45" value="always" style="edgeLabel;html=1;align=center;verticalAlign=middle;resizable=0;points=[];labelBackgroundColor=#cdcbcb;" parent="xary-zVek9Bg-A1b1ZmA-28" vertex="1" connectable="0">
- <mxGeometry x="0.0517" relative="1" as="geometry">
- <mxPoint as="offset" />
- </mxGeometry>
- </mxCell>
- <mxCell id="xary-zVek9Bg-A1b1ZmA-20" value="_plot_max_a_posteriori" style="html=1;whiteSpace=wrap;" parent="1" vertex="1">
- <mxGeometry x="495" y="790" width="140" height="50" as="geometry" />
- </mxCell>
- <mxCell id="xary-zVek9Bg-A1b1ZmA-21" value="plot_post_predictive" style="html=1;whiteSpace=wrap;" parent="1" vertex="1">
- <mxGeometry x="630" y="720" width="120" height="50" as="geometry" />
- </mxCell>
- <mxCell id="xary-zVek9Bg-A1b1ZmA-36" value="Note: Arrows indicate function calls, beginning calls the end" style="text;html=1;strokeColor=none;fillColor=none;align=center;verticalAlign=middle;whiteSpace=wrap;rounded=0;" parent="1" vertex="1">
- <mxGeometry x="10" y="10" width="190" height="30" as="geometry" />
- </mxCell>
- <mxCell id="xary-zVek9Bg-A1b1ZmA-51" value="Color meanings:<br><span style="white-space: pre;">	</span>red: wrong, change<br><span style="white-space: pre;">	</span>orange: seems off, look at again<br><span style="white-space: pre;">	</span>light beige: has been removed" style="text;html=1;strokeColor=none;fillColor=none;align=left;verticalAlign=middle;whiteSpace=wrap;rounded=0;" parent="1" vertex="1">
- <mxGeometry x="20" y="70" width="220" height="30" as="geometry" />
- </mxCell>
- <mxCell id="xary-zVek9Bg-A1b1ZmA-53" value="plot_log_BME" style="rounded=0;whiteSpace=wrap;html=1;" parent="1" vertex="1">
- <mxGeometry x="150" y="820" width="120" height="60" as="geometry" />
- </mxCell>
- <mxCell id="xary-zVek9Bg-A1b1ZmA-56" value="plot_post_params" style="rounded=0;whiteSpace=wrap;html=1;" parent="1" vertex="1">
- <mxGeometry x="660" y="840" width="120" height="60" as="geometry" />
- </mxCell>
- <mxCell id="xary-zVek9Bg-A1b1ZmA-59" value="create_error_model" style="rounded=0;whiteSpace=wrap;html=1;" parent="1" vertex="1">
- <mxGeometry x="45" y="740" width="120" height="60" as="geometry" />
- </mxCell>
- <mxCell id="HiMKSJFquRK0mIlwyRFI-1" value="_check_ranges" style="rounded=0;whiteSpace=wrap;html=1;" parent="1" vertex="1">
- <mxGeometry x="1595" y="280" width="120" height="60" as="geometry" />
- </mxCell>
- <mxCell id="HiMKSJFquRK0mIlwyRFI-2" value="gelman_rubin" style="rounded=0;whiteSpace=wrap;html=1;" parent="1" vertex="1">
- <mxGeometry x="1350" y="250" width="120" height="60" as="geometry" />
- </mxCell>
- <mxCell id="HiMKSJFquRK0mIlwyRFI-3" value="_iterative_scheme" style="rounded=0;whiteSpace=wrap;html=1;fillColor=#f9f7ed;strokeColor=#CCC1AA;fontColor=#CCC1AA;" parent="1" vertex="1">
- <mxGeometry x="2055" y="620" width="120" height="60" as="geometry" />
- </mxCell>
- <mxCell id="HiMKSJFquRK0mIlwyRFI-21" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;fillColor=#f9f7ed;strokeColor=#CCC1AA;fontColor=#CCC1AA;" parent="1" source="HiMKSJFquRK0mIlwyRFI-4" target="HiMKSJFquRK0mIlwyRFI-2" edge="1">
- <mxGeometry relative="1" as="geometry" />
- </mxCell>
- <mxCell id="HiMKSJFquRK0mIlwyRFI-24" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;fillColor=#f9f7ed;strokeColor=#CCC1AA;fontColor=#CCC1AA;" parent="1" source="HiMKSJFquRK0mIlwyRFI-4" target="HiMKSJFquRK0mIlwyRFI-11" edge="1">
- <mxGeometry relative="1" as="geometry" />
- </mxCell>
- <mxCell id="HiMKSJFquRK0mIlwyRFI-4" value="_my_ESS" style="rounded=0;whiteSpace=wrap;html=1;fillColor=#f9f7ed;strokeColor=#CCC1AA;fontColor=#CCC1AA;" parent="1" vertex="1">
- <mxGeometry x="1350" y="100" width="120" height="60" as="geometry" />
- </mxCell>
- <mxCell id="HiMKSJFquRK0mIlwyRFI-14" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;entryX=0;entryY=0.5;entryDx=0;entryDy=0;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" parent="1" source="HiMKSJFquRK0mIlwyRFI-5" target="HiMKSJFquRK0mIlwyRFI-8" edge="1">
- <mxGeometry relative="1" as="geometry" />
- </mxCell>
- <mxCell id="HiMKSJFquRK0mIlwyRFI-19" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" parent="1" source="HiMKSJFquRK0mIlwyRFI-5" target="HiMKSJFquRK0mIlwyRFI-10" edge="1">
- <mxGeometry relative="1" as="geometry" />
- </mxCell>
- <mxCell id="HiMKSJFquRK0mIlwyRFI-22" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=0;exitDx=0;exitDy=0;" parent="1" source="HiMKSJFquRK0mIlwyRFI-5" target="HiMKSJFquRK0mIlwyRFI-2" edge="1">
- <mxGeometry relative="1" as="geometry" />
- </mxCell>
- <mxCell id="HiMKSJFquRK0mIlwyRFI-53" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.25;exitY=1;exitDx=0;exitDy=0;entryX=1;entryY=0.5;entryDx=0;entryDy=0;" parent="1" source="HiMKSJFquRK0mIlwyRFI-5" target="HiMKSJFquRK0mIlwyRFI-52" edge="1">
- <mxGeometry relative="1" as="geometry" />
- </mxCell>
- <mxCell id="HiMKSJFquRK0mIlwyRFI-56" value="if opts_sigma != 'B'" style="edgeLabel;html=1;align=center;verticalAlign=middle;resizable=0;points=[];labelBackgroundColor=#FF9A03;" parent="HiMKSJFquRK0mIlwyRFI-53" vertex="1" connectable="0">
- <mxGeometry x="0.7377" y="1" relative="1" as="geometry">
- <mxPoint as="offset" />
- </mxGeometry>
- </mxCell>
- <mxCell id="HiMKSJFquRK0mIlwyRFI-5" value="run_sampler" style="rounded=0;whiteSpace=wrap;html=1;strokeWidth=2;" parent="1" vertex="1">
- <mxGeometry x="1350" y="534" width="120" height="60" as="geometry" />
- </mxCell>
- <mxCell id="HiMKSJFquRK0mIlwyRFI-20" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=0;exitDx=0;exitDy=0;" parent="1" source="HiMKSJFquRK0mIlwyRFI-6" target="HiMKSJFquRK0mIlwyRFI-1" edge="1">
- <mxGeometry relative="1" as="geometry" />
- </mxCell>
- <mxCell id="HiMKSJFquRK0mIlwyRFI-6" value="log_prior" style="rounded=0;whiteSpace=wrap;html=1;" parent="1" vertex="1">
- <mxGeometry x="1595" y="510" width="120" height="60" as="geometry" />
- </mxCell>
- <mxCell id="HiMKSJFquRK0mIlwyRFI-15" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=0;exitDx=0;exitDy=0;" parent="1" source="HiMKSJFquRK0mIlwyRFI-7" target="HiMKSJFquRK0mIlwyRFI-9" edge="1">
- <mxGeometry relative="1" as="geometry" />
- </mxCell>
- <mxCell id="HiMKSJFquRK0mIlwyRFI-16" value="always" style="edgeLabel;html=1;align=center;verticalAlign=middle;resizable=0;points=[];" parent="HiMKSJFquRK0mIlwyRFI-15" vertex="1" connectable="0">
- <mxGeometry x="0.0246" y="2" relative="1" as="geometry">
- <mxPoint as="offset" />
- </mxGeometry>
- </mxCell>
- <mxCell id="HiMKSJFquRK0mIlwyRFI-7" value="log_likelihood" style="rounded=0;whiteSpace=wrap;html=1;" parent="1" vertex="1">
- <mxGeometry x="1760" y="539" width="120" height="60" as="geometry" />
- </mxCell>
- <mxCell id="HiMKSJFquRK0mIlwyRFI-12" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" parent="1" source="HiMKSJFquRK0mIlwyRFI-8" target="HiMKSJFquRK0mIlwyRFI-6" edge="1">
- <mxGeometry relative="1" as="geometry" />
- </mxCell>
- <mxCell id="HiMKSJFquRK0mIlwyRFI-17" value="always" style="edgeLabel;html=1;align=center;verticalAlign=middle;resizable=0;points=[];" parent="HiMKSJFquRK0mIlwyRFI-12" vertex="1" connectable="0">
- <mxGeometry x="0.4587" y="4" relative="1" as="geometry">
- <mxPoint as="offset" />
- </mxGeometry>
- </mxCell>
- <mxCell id="HiMKSJFquRK0mIlwyRFI-13" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" parent="1" source="HiMKSJFquRK0mIlwyRFI-8" target="HiMKSJFquRK0mIlwyRFI-7" edge="1">
- <mxGeometry relative="1" as="geometry" />
- </mxCell>
- <mxCell id="HiMKSJFquRK0mIlwyRFI-18" value="always" style="edgeLabel;html=1;align=center;verticalAlign=middle;resizable=0;points=[];" parent="HiMKSJFquRK0mIlwyRFI-13" vertex="1" connectable="0">
- <mxGeometry x="0.6826" y="4" relative="1" as="geometry">
- <mxPoint as="offset" />
- </mxGeometry>
- </mxCell>
- <mxCell id="HiMKSJFquRK0mIlwyRFI-8" value="log_posterior" style="rounded=0;whiteSpace=wrap;html=1;" parent="1" vertex="1">
- <mxGeometry x="1480" y="610" width="120" height="60" as="geometry" />
- </mxCell>
- <mxCell id="HiMKSJFquRK0mIlwyRFI-9" value="eval_model" style="rounded=0;whiteSpace=wrap;html=1;" parent="1" vertex="1">
- <mxGeometry x="1760" y="400" width="120" height="60" as="geometry" />
- </mxCell>
- <mxCell id="HiMKSJFquRK0mIlwyRFI-10" value="train_error_model" style="rounded=0;whiteSpace=wrap;html=1;" parent="1" vertex="1">
- <mxGeometry x="1450" y="420" width="120" height="60" as="geometry" />
- </mxCell>
- <mxCell id="HiMKSJFquRK0mIlwyRFI-23" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;fillColor=#f9f7ed;strokeColor=#CCC1AA;fontColor=#CCC1AA;" parent="1" source="HiMKSJFquRK0mIlwyRFI-11" target="HiMKSJFquRK0mIlwyRFI-3" edge="1">
- <mxGeometry relative="1" as="geometry" />
- </mxCell>
- <mxCell id="HiMKSJFquRK0mIlwyRFI-11" value="marginal_llk_emcee" style="rounded=0;whiteSpace=wrap;html=1;fillColor=#f9f7ed;strokeColor=#CCC1AA;fontColor=#CCC1AA;" parent="1" vertex="1">
- <mxGeometry x="1870" y="620" width="120" height="60" as="geometry" />
- </mxCell>
- <mxCell id="HiMKSJFquRK0mIlwyRFI-25" value="Never used!" style="text;html=1;strokeColor=none;fillColor=none;align=center;verticalAlign=middle;whiteSpace=wrap;rounded=0;fontColor=#CCC1AA;" parent="1" vertex="1">
- <mxGeometry x="1880" y="680" width="100" height="30" as="geometry" />
- </mxCell>
- <mxCell id="HiMKSJFquRK0mIlwyRFI-26" value="<p style="margin:0px;margin-top:4px;text-align:center;"><b>BayesModelComp</b></p><hr size="1"><div style="height:2px;"></div>" style="verticalAlign=top;align=left;overflow=fill;fontSize=12;fontFamily=Helvetica;html=1;whiteSpace=wrap;" parent="1" vertex="1">
- <mxGeometry x="-1096" y="380" width="840" height="420" as="geometry" />
- </mxCell>
- <mxCell id="HC1H8j6nMwEtLoyIrXXk-9" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" parent="1" source="HiMKSJFquRK0mIlwyRFI-27" target="HC1H8j6nMwEtLoyIrXXk-3" edge="1">
- <mxGeometry relative="1" as="geometry" />
- </mxCell>
- <mxCell id="HC1H8j6nMwEtLoyIrXXk-13" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;entryX=0;entryY=0.75;entryDx=0;entryDy=0;" parent="1" source="HiMKSJFquRK0mIlwyRFI-27" target="HC1H8j6nMwEtLoyIrXXk-1" edge="1">
- <mxGeometry relative="1" as="geometry" />
- </mxCell>
- <mxCell id="HC1H8j6nMwEtLoyIrXXk-14" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=0;exitDx=0;exitDy=0;" parent="1" source="HiMKSJFquRK0mIlwyRFI-27" target="HiMKSJFquRK0mIlwyRFI-31" edge="1">
- <mxGeometry relative="1" as="geometry" />
- </mxCell>
- <mxCell id="HiMKSJFquRK0mIlwyRFI-27" value="model_comparison_all" style="html=1;whiteSpace=wrap;strokeWidth=2;" parent="1" vertex="1">
- <mxGeometry x="-896" y="566" width="160" height="50" as="geometry" />
- </mxCell>
- <mxCell id="HiMKSJFquRK0mIlwyRFI-42" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;entryX=0;entryY=0.5;entryDx=0;entryDy=0;" parent="1" source="HC1H8j6nMwEtLoyIrXXk-1" target="xary-zVek9Bg-A1b1ZmA-9" edge="1">
- <mxGeometry relative="1" as="geometry">
- <mxPoint x="-630" y="564" as="sourcePoint" />
- </mxGeometry>
- </mxCell>
- <mxCell id="HiMKSJFquRK0mIlwyRFI-47" value="always" style="edgeLabel;html=1;align=center;verticalAlign=middle;resizable=0;points=[];" parent="HiMKSJFquRK0mIlwyRFI-42" vertex="1" connectable="0">
- <mxGeometry x="-0.4883" relative="1" as="geometry">
- <mxPoint as="offset" />
- </mxGeometry>
- </mxCell>
- <mxCell id="HiMKSJFquRK0mIlwyRFI-37" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;" parent="1" source="HiMKSJFquRK0mIlwyRFI-29" target="HiMKSJFquRK0mIlwyRFI-30" edge="1">
- <mxGeometry relative="1" as="geometry" />
- </mxCell>
- <mxCell id="HiMKSJFquRK0mIlwyRFI-49" value="if perturbed_data is None" style="edgeLabel;html=1;align=center;verticalAlign=middle;resizable=0;points=[];" parent="HiMKSJFquRK0mIlwyRFI-37" vertex="1" connectable="0">
- <mxGeometry x="-0.0507" y="4" relative="1" as="geometry">
- <mxPoint x="-1" as="offset" />
- </mxGeometry>
- </mxCell>
- <mxCell id="HiMKSJFquRK0mIlwyRFI-29" value="generate_dataset" style="html=1;whiteSpace=wrap;" parent="1" vertex="1">
- <mxGeometry x="-546" y="566" width="110" height="50" as="geometry" />
- </mxCell>
- <mxCell id="HiMKSJFquRK0mIlwyRFI-30" value="_perturb_data" style="html=1;whiteSpace=wrap;" parent="1" vertex="1">
- <mxGeometry x="-376" y="636" width="110" height="50" as="geometry" />
- </mxCell>
- <mxCell id="HC1H8j6nMwEtLoyIrXXk-6" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" parent="1" source="HiMKSJFquRK0mIlwyRFI-31" target="HC1H8j6nMwEtLoyIrXXk-1" edge="1">
- <mxGeometry relative="1" as="geometry" />
- </mxCell>
- <mxCell id="HC1H8j6nMwEtLoyIrXXk-10" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=0;exitDx=0;exitDy=0;" parent="1" source="HiMKSJFquRK0mIlwyRFI-31" target="HiMKSJFquRK0mIlwyRFI-33" edge="1">
- <mxGeometry relative="1" as="geometry" />
- </mxCell>
- <mxCell id="HC1H8j6nMwEtLoyIrXXk-11" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0;exitY=0.5;exitDx=0;exitDy=0;" parent="1" source="HiMKSJFquRK0mIlwyRFI-31" target="HC1H8j6nMwEtLoyIrXXk-2" edge="1">
- <mxGeometry relative="1" as="geometry" />
- </mxCell>
- <mxCell id="HiMKSJFquRK0mIlwyRFI-31" value="cal_model_weight" style="html=1;whiteSpace=wrap;strokeWidth=2;" parent="1" vertex="1">
- <mxGeometry x="-871" y="466" width="110" height="50" as="geometry" />
- </mxCell>
- <mxCell id="HiMKSJFquRK0mIlwyRFI-32" value="plot_just_analysis" style="html=1;whiteSpace=wrap;" parent="1" vertex="1">
- <mxGeometry x="-871" y="736" width="110" height="50" as="geometry" />
- </mxCell>
- <mxCell id="HiMKSJFquRK0mIlwyRFI-33" value="plot_model_weights" style="html=1;whiteSpace=wrap;" parent="1" vertex="1">
- <mxGeometry x="-1016" y="416" width="110" height="50" as="geometry" />
- </mxCell>
- <mxCell id="HiMKSJFquRK0mIlwyRFI-34" value="plot_bayes_factor" style="html=1;whiteSpace=wrap;" parent="1" vertex="1">
- <mxGeometry x="-446" y="431" width="110" height="50" as="geometry" />
+ <mxCell id="KLYezTmecfuvBG8KQe-n-1" value="" style="shape=folder;fontStyle=1;spacingTop=10;tabWidth=40;tabHeight=14;tabPosition=left;html=1;whiteSpace=wrap;" parent="1" vertex="1">
+ <mxGeometry x="140" y="80" width="750" height="550" as="geometry" />
</mxCell>
- <mxCell id="HiMKSJFquRK0mIlwyRFI-51" value="<p style="margin:0px;margin-top:4px;text-align:center;"><b>Discrepancy</b></p><hr size="1"><div style="height:2px;"></div>" style="verticalAlign=top;align=left;overflow=fill;fontSize=12;fontFamily=Helvetica;html=1;whiteSpace=wrap;" parent="1" vertex="1">
- <mxGeometry x="360" y="1039.82" width="200" height="130" as="geometry" />
+ <mxCell id="KLYezTmecfuvBG8KQe-n-2" value="" style="shape=folder;fontStyle=1;spacingTop=10;tabWidth=40;tabHeight=14;tabPosition=left;html=1;whiteSpace=wrap;" parent="1" vertex="1">
+ <mxGeometry x="170" y="110" width="700" height="220" as="geometry" />
</mxCell>
- <mxCell id="HiMKSJFquRK0mIlwyRFI-52" value="get_sample" style="rounded=0;whiteSpace=wrap;html=1;" parent="1" vertex="1">
- <mxGeometry x="400" y="1079.82" width="120" height="60" as="geometry" />
+ <mxCell id="KLYezTmecfuvBG8KQe-n-3" value="" style="shape=folder;fontStyle=1;spacingTop=10;tabWidth=40;tabHeight=14;tabPosition=left;html=1;whiteSpace=wrap;" parent="1" vertex="1">
+ <mxGeometry x="170" y="370" width="180" height="50" as="geometry" />
</mxCell>
- <mxCell id="HC1H8j6nMwEtLoyIrXXk-5" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.25;exitDx=0;exitDy=0;" parent="1" source="HC1H8j6nMwEtLoyIrXXk-1" target="HiMKSJFquRK0mIlwyRFI-34" edge="1">
- <mxGeometry relative="1" as="geometry" />
+ <mxCell id="KLYezTmecfuvBG8KQe-n-4" value="" style="shape=folder;fontStyle=1;spacingTop=10;tabWidth=40;tabHeight=14;tabPosition=left;html=1;whiteSpace=wrap;" parent="1" vertex="1">
+ <mxGeometry x="170" y="440" width="180" height="50" as="geometry" />
</mxCell>
- <mxCell id="HC1H8j6nMwEtLoyIrXXk-20" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" parent="1" source="HC1H8j6nMwEtLoyIrXXk-1" target="HC1H8j6nMwEtLoyIrXXk-17" edge="1">
- <mxGeometry relative="1" as="geometry" />
+ <mxCell id="KLYezTmecfuvBG8KQe-n-5" value="" style="shape=folder;fontStyle=1;spacingTop=10;tabWidth=40;tabHeight=14;tabPosition=left;html=1;whiteSpace=wrap;" parent="1" vertex="1">
+ <mxGeometry x="170" y="500" width="180" height="50" as="geometry" />
</mxCell>
- <mxCell id="HC1H8j6nMwEtLoyIrXXk-21" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.75;exitDx=0;exitDy=0;" parent="1" source="HC1H8j6nMwEtLoyIrXXk-1" target="HiMKSJFquRK0mIlwyRFI-29" edge="1">
- <mxGeometry relative="1" as="geometry" />
+ <mxCell id="KLYezTmecfuvBG8KQe-n-6" value="adaptPlot" style="shape=folder;fontStyle=1;spacingTop=10;tabWidth=40;tabHeight=14;tabPosition=left;html=1;whiteSpace=wrap;" parent="1" vertex="1">
+ <mxGeometry x="190" y="150" width="70" height="50" as="geometry" />
</mxCell>
- <mxCell id="HC1H8j6nMwEtLoyIrXXk-1" value="calc_bayes_factors" style="html=1;whiteSpace=wrap;strokeWidth=2;" parent="1" vertex="1">
- <mxGeometry x="-666" y="466" width="110" height="50" as="geometry" />
+ <mxCell id="KLYezTmecfuvBG8KQe-n-7" value="apoly_construction" style="shape=folder;fontStyle=1;spacingTop=10;tabWidth=40;tabHeight=14;tabPosition=left;html=1;whiteSpace=wrap;" parent="1" vertex="1">
+ <mxGeometry x="280" y="150" width="140" height="50" as="geometry" />
</mxCell>
- <mxCell id="HC1H8j6nMwEtLoyIrXXk-2" value="calc_model_weights" style="html=1;whiteSpace=wrap;" parent="1" vertex="1">
- <mxGeometry x="-1066" y="566" width="130" height="50" as="geometry" />
+ <mxCell id="KLYezTmecfuvBG8KQe-n-8" value="bayes_linear" style="shape=folder;fontStyle=1;spacingTop=10;tabWidth=40;tabHeight=14;tabPosition=left;html=1;whiteSpace=wrap;" parent="1" vertex="1">
+ <mxGeometry x="440" y="150" width="90" height="50" as="geometry" />
</mxCell>
- <mxCell id="HC1H8j6nMwEtLoyIrXXk-4" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" parent="1" source="HC1H8j6nMwEtLoyIrXXk-3" target="HiMKSJFquRK0mIlwyRFI-32" edge="1">
- <mxGeometry relative="1" as="geometry" />
+ <mxCell id="KLYezTmecfuvBG8KQe-n-9" value="engine" style="shape=folder;fontStyle=1;spacingTop=10;tabWidth=40;tabHeight=14;tabPosition=left;html=1;whiteSpace=wrap;" parent="1" vertex="1">
+ <mxGeometry x="550" y="150" width="70" height="50" as="geometry" />
</mxCell>
- <mxCell id="HC1H8j6nMwEtLoyIrXXk-12" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0;exitY=0.5;exitDx=0;exitDy=0;" parent="1" source="HC1H8j6nMwEtLoyIrXXk-3" target="HC1H8j6nMwEtLoyIrXXk-2" edge="1">
- <mxGeometry relative="1" as="geometry" />
+ <mxCell id="KLYezTmecfuvBG8KQe-n-11" value="eval_rec_rule" style="shape=folder;fontStyle=1;spacingTop=10;tabWidth=40;tabHeight=14;tabPosition=left;html=1;whiteSpace=wrap;" parent="1" vertex="1">
+ <mxGeometry x="640" y="150" width="100" height="50" as="geometry" />
</mxCell>
- <mxCell id="HC1H8j6nMwEtLoyIrXXk-16" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.75;exitDx=0;exitDy=0;entryX=0;entryY=0.5;entryDx=0;entryDy=0;" parent="1" source="HC1H8j6nMwEtLoyIrXXk-3" target="xary-zVek9Bg-A1b1ZmA-9" edge="1">
- <mxGeometry relative="1" as="geometry" />
+ <mxCell id="KLYezTmecfuvBG8KQe-n-12" value="exp_designs" style="shape=folder;fontStyle=1;spacingTop=10;tabWidth=40;tabHeight=14;tabPosition=left;html=1;whiteSpace=wrap;" parent="1" vertex="1">
+ <mxGeometry x="760" y="150" width="90" height="50" as="geometry" />
</mxCell>
- <mxCell id="HC1H8j6nMwEtLoyIrXXk-23" value="always" style="edgeLabel;html=1;align=center;verticalAlign=middle;resizable=0;points=[];" parent="HC1H8j6nMwEtLoyIrXXk-16" vertex="1" connectable="0">
- <mxGeometry x="-0.5478" y="3" relative="1" as="geometry">
- <mxPoint as="offset" />
- </mxGeometry>
+ <mxCell id="KLYezTmecfuvBG8KQe-n-13" value="exploration" style="shape=folder;fontStyle=1;spacingTop=10;tabWidth=40;tabHeight=14;tabPosition=left;html=1;whiteSpace=wrap;" parent="1" vertex="1">
+ <mxGeometry x="190" y="210" width="80" height="50" as="geometry" />
</mxCell>
- <mxCell id="HC1H8j6nMwEtLoyIrXXk-18" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.25;exitDx=0;exitDy=0;" parent="1" source="HC1H8j6nMwEtLoyIrXXk-3" target="HC1H8j6nMwEtLoyIrXXk-17" edge="1">
- <mxGeometry relative="1" as="geometry" />
+ <mxCell id="KLYezTmecfuvBG8KQe-n-14" value="glexindex" style="shape=folder;fontStyle=1;spacingTop=10;tabWidth=40;tabHeight=14;tabPosition=left;html=1;whiteSpace=wrap;" parent="1" vertex="1">
+ <mxGeometry x="290" y="210" width="70" height="50" as="geometry" />
</mxCell>
- <mxCell id="HC1H8j6nMwEtLoyIrXXk-22" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" parent="1" source="HC1H8j6nMwEtLoyIrXXk-3" target="HiMKSJFquRK0mIlwyRFI-29" edge="1">
- <mxGeometry relative="1" as="geometry" />
+ <mxCell id="KLYezTmecfuvBG8KQe-n-15" value="input_space" style="shape=folder;fontStyle=1;spacingTop=10;tabWidth=40;tabHeight=14;tabPosition=left;html=1;whiteSpace=wrap;" parent="1" vertex="1">
+ <mxGeometry x="380" y="210" width="80" height="50" as="geometry" />
</mxCell>
- <mxCell id="HC1H8j6nMwEtLoyIrXXk-3" value="calc_justifiability_analysis" style="html=1;whiteSpace=wrap;strokeWidth=2;" parent="1" vertex="1">
- <mxGeometry x="-896" y="666" width="160" height="50" as="geometry" />
+ <mxCell id="KLYezTmecfuvBG8KQe-n-16" value="inputs" style="shape=folder;fontStyle=1;spacingTop=10;tabWidth=40;tabHeight=14;tabPosition=left;html=1;whiteSpace=wrap;" parent="1" vertex="1">
+ <mxGeometry x="480" y="210" width="70" height="50" as="geometry" />
</mxCell>
- <mxCell id="HC1H8j6nMwEtLoyIrXXk-17" value="setup" style="html=1;whiteSpace=wrap;" parent="1" vertex="1">
- <mxGeometry x="-666" y="566" width="110" height="50" as="geometry" />
+ <mxCell id="KLYezTmecfuvBG8KQe-n-17" value="meta_model_engine" style="shape=folder;fontStyle=1;spacingTop=10;tabWidth=40;tabHeight=14;tabPosition=left;html=1;whiteSpace=wrap;" parent="1" vertex="1">
+ <mxGeometry x="570" y="210" width="160" height="50" as="geometry" />
</mxCell>
</root>
</mxGraphModel>
</diagram>
- <diagram id="sQf09xvhinkT827TE7Va" name="Function structure Engine">
- <mxGraphModel dx="1357" dy="914" grid="1" gridSize="10" guides="1" tooltips="1" connect="1" arrows="1" fold="1" page="1" pageScale="1" pageWidth="850" pageHeight="1100" math="0" shadow="0">
+ <diagram id="PvffQ3xdZArITFdZcg14" name="Page-2">
+ <mxGraphModel dx="1195" dy="797" grid="1" gridSize="10" guides="1" tooltips="1" connect="1" arrows="1" fold="1" page="1" pageScale="1" pageWidth="850" pageHeight="1100" math="0" shadow="0">
<root>
<mxCell id="0" />
<mxCell id="1" parent="0" />
- <mxCell id="JXjM7l_erEiZMkSmYBvl-1" value="<p style="margin:0px;margin-top:4px;text-align:center;"><b>Engine</b></p><hr size="1"><div style="height:2px;"></div>" style="verticalAlign=top;align=left;overflow=fill;fontSize=12;fontFamily=Helvetica;html=1;whiteSpace=wrap;" parent="1" vertex="1">
- <mxGeometry x="130" y="140" width="1390" height="690" as="geometry" />
- </mxCell>
- <mxCell id="JXjM7l_erEiZMkSmYBvl-2" value="hellinger_distance" style="html=1;whiteSpace=wrap;" parent="1" vertex="1">
- <mxGeometry x="1340" y="50" width="110" height="50" as="geometry" />
+ <mxCell id="HQw0JdQt9Swr3L2nkqIL-39" value="" style="rounded=0;whiteSpace=wrap;html=1;fillColor=#E0F6FF;dashed=1;strokeColor=none;" vertex="1" parent="1">
+ <mxGeometry x="773" y="20" width="240" height="125" as="geometry" />
</mxCell>
- <mxCell id="JXjM7l_erEiZMkSmYBvl-3" value="logpdf" style="html=1;whiteSpace=wrap;strokeColor=#CC6600;" parent="1" vertex="1">
- <mxGeometry x="1050" y="50" width="110" height="50" as="geometry" />
+ <mxCell id="HQw0JdQt9Swr3L2nkqIL-37" value="" style="rounded=0;whiteSpace=wrap;html=1;fillColor=#CCCCFF;dashed=1;strokeColor=none;" vertex="1" parent="1">
+ <mxGeometry x="100" y="20" width="520" height="550" as="geometry" />
</mxCell>
- <mxCell id="JXjM7l_erEiZMkSmYBvl-4" value="subdomain" style="html=1;whiteSpace=wrap;strokeColor=#CC6600;" parent="1" vertex="1">
- <mxGeometry x="625" y="50" width="110" height="50" as="geometry" />
+ <mxCell id="HQw0JdQt9Swr3L2nkqIL-33" value="" style="rounded=0;whiteSpace=wrap;html=1;fillColor=default;dashed=1;fillStyle=solid;opacity=30;" vertex="1" parent="1">
+ <mxGeometry x="280" y="350" width="290" height="190" as="geometry" />
</mxCell>
- <mxCell id="JXjM7l_erEiZMkSmYBvl-5" value="start_engine" style="html=1;whiteSpace=wrap;" parent="1" vertex="1">
- <mxGeometry x="250" y="680" width="110" height="50" as="geometry" />
- </mxCell>
- <mxCell id="JXjM7l_erEiZMkSmYBvl-32" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" parent="1" source="JXjM7l_erEiZMkSmYBvl-6" target="JXjM7l_erEiZMkSmYBvl-5" edge="1">
+ <mxCell id="HQw0JdQt9Swr3L2nkqIL-25" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=0;exitDx=0;exitDy=0;" edge="1" parent="1" source="HQw0JdQt9Swr3L2nkqIL-1" target="HQw0JdQt9Swr3L2nkqIL-2">
<mxGeometry relative="1" as="geometry" />
</mxCell>
- <mxCell id="JXjM7l_erEiZMkSmYBvl-6" value="train_normal" style="html=1;whiteSpace=wrap;strokeWidth=2;" parent="1" vertex="1">
- <mxGeometry x="170" y="420" width="110" height="50" as="geometry" />
- </mxCell>
- <mxCell id="JXjM7l_erEiZMkSmYBvl-10" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" parent="1" source="JXjM7l_erEiZMkSmYBvl-7" target="JXjM7l_erEiZMkSmYBvl-9" edge="1">
- <mxGeometry relative="1" as="geometry">
- <mxPoint x="335" y="335" as="targetPoint" />
- </mxGeometry>
- </mxCell>
- <mxCell id="JXjM7l_erEiZMkSmYBvl-33" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" parent="1" source="JXjM7l_erEiZMkSmYBvl-7" target="JXjM7l_erEiZMkSmYBvl-6" edge="1">
+ <mxCell id="HQw0JdQt9Swr3L2nkqIL-26" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="1" source="HQw0JdQt9Swr3L2nkqIL-1" target="HQw0JdQt9Swr3L2nkqIL-3">
<mxGeometry relative="1" as="geometry" />
</mxCell>
- <mxCell id="JXjM7l_erEiZMkSmYBvl-7" value="train_sequential" style="html=1;whiteSpace=wrap;strokeWidth=2;" parent="1" vertex="1">
- <mxGeometry x="170" y="310" width="110" height="50" as="geometry" />
+ <mxCell id="HQw0JdQt9Swr3L2nkqIL-1" value="InputSpace" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1">
+ <mxGeometry x="130" y="360" width="120" height="60" as="geometry" />
</mxCell>
- <mxCell id="JXjM7l_erEiZMkSmYBvl-8" value="eval_metamodel" style="html=1;whiteSpace=wrap;strokeWidth=2;" parent="1" vertex="1">
- <mxGeometry x="190" y="210" width="110" height="50" as="geometry" />
- </mxCell>
- <mxCell id="W5_FOelZ0qj-h3Gb0n3K-7" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" parent="1" source="JXjM7l_erEiZMkSmYBvl-9" target="JXjM7l_erEiZMkSmYBvl-18" edge="1">
+ <mxCell id="HQw0JdQt9Swr3L2nkqIL-24" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="1" source="HQw0JdQt9Swr3L2nkqIL-2" target="HQw0JdQt9Swr3L2nkqIL-7">
<mxGeometry relative="1" as="geometry" />
</mxCell>
- <mxCell id="W5_FOelZ0qj-h3Gb0n3K-19" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;entryX=0;entryY=0.5;entryDx=0;entryDy=0;" parent="1" source="JXjM7l_erEiZMkSmYBvl-9" target="JXjM7l_erEiZMkSmYBvl-23" edge="1">
- <mxGeometry relative="1" as="geometry" />
+ <mxCell id="HQw0JdQt9Swr3L2nkqIL-2" value="ExpDesign" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1">
+ <mxGeometry x="130" y="200" width="120" height="60" as="geometry" />
</mxCell>
- <mxCell id="W5_FOelZ0qj-h3Gb0n3K-20" value="if len(obs_data) != 0" style="edgeLabel;html=1;align=center;verticalAlign=middle;resizable=0;points=[];" parent="W5_FOelZ0qj-h3Gb0n3K-19" vertex="1" connectable="0">
- <mxGeometry x="0.8137" relative="1" as="geometry">
- <mxPoint x="-57" as="offset" />
- </mxGeometry>
- </mxCell>
- <mxCell id="W5_FOelZ0qj-h3Gb0n3K-21" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=0;exitDx=0;exitDy=0;entryX=0.25;entryY=1;entryDx=0;entryDy=0;" parent="1" source="JXjM7l_erEiZMkSmYBvl-9" target="JXjM7l_erEiZMkSmYBvl-24" edge="1">
+ <mxCell id="HQw0JdQt9Swr3L2nkqIL-30" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="1" source="HQw0JdQt9Swr3L2nkqIL-3" target="HQw0JdQt9Swr3L2nkqIL-7">
<mxGeometry relative="1" as="geometry" />
</mxCell>
- <mxCell id="W5_FOelZ0qj-h3Gb0n3K-22" value="if len(obs_data) != 0" style="edgeLabel;html=1;align=center;verticalAlign=middle;resizable=0;points=[];" parent="W5_FOelZ0qj-h3Gb0n3K-21" vertex="1" connectable="0">
- <mxGeometry x="0.7684" y="3" relative="1" as="geometry">
- <mxPoint x="1" as="offset" />
- </mxGeometry>
- </mxCell>
- <mxCell id="W5_FOelZ0qj-h3Gb0n3K-23" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;entryX=0;entryY=0.5;entryDx=0;entryDy=0;" parent="1" source="JXjM7l_erEiZMkSmYBvl-9" target="JXjM7l_erEiZMkSmYBvl-25" edge="1">
+ <mxCell id="HQw0JdQt9Swr3L2nkqIL-29" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="1" source="HQw0JdQt9Swr3L2nkqIL-6" target="HQw0JdQt9Swr3L2nkqIL-7">
<mxGeometry relative="1" as="geometry" />
</mxCell>
- <mxCell id="W5_FOelZ0qj-h3Gb0n3K-24" value="if expdes.valid_model_runs" style="edgeLabel;html=1;align=center;verticalAlign=middle;resizable=0;points=[];" parent="W5_FOelZ0qj-h3Gb0n3K-23" vertex="1" connectable="0">
- <mxGeometry x="0.606" y="3" relative="1" as="geometry">
- <mxPoint x="-16" y="3" as="offset" />
- </mxGeometry>
+ <mxCell id="HQw0JdQt9Swr3L2nkqIL-6" value="Model" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1">
+ <mxGeometry x="350" y="40" width="120" height="60" as="geometry" />
</mxCell>
- <mxCell id="W5_FOelZ0qj-h3Gb0n3K-25" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;entryX=0;entryY=0.5;entryDx=0;entryDy=0;" parent="1" source="JXjM7l_erEiZMkSmYBvl-9" target="JXjM7l_erEiZMkSmYBvl-26" edge="1">
+ <mxCell id="HQw0JdQt9Swr3L2nkqIL-22" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="1" source="HQw0JdQt9Swr3L2nkqIL-7" target="HQw0JdQt9Swr3L2nkqIL-8">
<mxGeometry relative="1" as="geometry" />
</mxCell>
- <mxCell id="W5_FOelZ0qj-h3Gb0n3K-26" value="if mc_ref and pce" style="edgeLabel;html=1;align=center;verticalAlign=middle;resizable=0;points=[];" parent="W5_FOelZ0qj-h3Gb0n3K-25" vertex="1" connectable="0">
- <mxGeometry x="0.7094" y="-3" relative="1" as="geometry">
- <mxPoint x="-31" y="-3" as="offset" />
- </mxGeometry>
- </mxCell>
- <mxCell id="JXjM7l_erEiZMkSmYBvl-9" value="train_seq_design" style="html=1;whiteSpace=wrap;" parent="1" vertex="1">
- <mxGeometry x="315" y="310" width="110" height="50" as="geometry" />
+ <mxCell id="HQw0JdQt9Swr3L2nkqIL-7" value="Engine" style="rounded=0;whiteSpace=wrap;html=1;strokeWidth=1.2;" vertex="1" parent="1">
+ <mxGeometry x="450" y="200" width="120" height="60" as="geometry" />
</mxCell>
- <mxCell id="JXjM7l_erEiZMkSmYBvl-12" value="util_VarBasedDesign" style="html=1;whiteSpace=wrap;strokeColor=#CC6600;" parent="1" vertex="1">
- <mxGeometry x="670" y="648" width="130" height="50" as="geometry" />
+ <mxCell id="HQw0JdQt9Swr3L2nkqIL-8" value="PostProcessing" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1">
+ <mxGeometry x="793" y="60" width="120" height="60" as="geometry" />
</mxCell>
- <mxCell id="JXjM7l_erEiZMkSmYBvl-28" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.75;exitY=0;exitDx=0;exitDy=0;" parent="1" source="JXjM7l_erEiZMkSmYBvl-13" target="JXjM7l_erEiZMkSmYBvl-3" edge="1">
- <mxGeometry relative="1" as="geometry" />
+ <mxCell id="HQw0JdQt9Swr3L2nkqIL-40" value="Surrogate construction" style="text;html=1;strokeColor=none;fillColor=none;align=left;verticalAlign=middle;whiteSpace=wrap;rounded=0;fontSize=15;fontStyle=1" vertex="1" parent="1">
+ <mxGeometry x="120" y="30" width="170" height="30" as="geometry" />
</mxCell>
- <mxCell id="JXjM7l_erEiZMkSmYBvl-31" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;" parent="1" source="JXjM7l_erEiZMkSmYBvl-13" target="JXjM7l_erEiZMkSmYBvl-5" edge="1">
- <mxGeometry relative="1" as="geometry" />
+ <mxCell id="HQw0JdQt9Swr3L2nkqIL-42" value="Surrogate postprocessing" style="text;html=1;strokeColor=none;fillColor=none;align=right;verticalAlign=middle;whiteSpace=wrap;rounded=0;fontSize=15;fontStyle=1" vertex="1" parent="1">
+ <mxGeometry x="803" y="30" width="190" height="30" as="geometry" />
</mxCell>
- <mxCell id="JXjM7l_erEiZMkSmYBvl-38" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.75;exitY=1;exitDx=0;exitDy=0;" parent="1" source="JXjM7l_erEiZMkSmYBvl-15" target="JXjM7l_erEiZMkSmYBvl-13" edge="1">
- <mxGeometry relative="1" as="geometry" />
- </mxCell>
- <mxCell id="JXjM7l_erEiZMkSmYBvl-39" value="if method == 'bayesactdesign'" style="edgeLabel;html=1;align=center;verticalAlign=middle;resizable=0;points=[];labelBackgroundColor=default;" parent="JXjM7l_erEiZMkSmYBvl-38" vertex="1" connectable="0">
- <mxGeometry x="-0.6235" y="2" relative="1" as="geometry">
- <mxPoint x="289" y="2" as="offset" />
- </mxGeometry>
- </mxCell>
- <mxCell id="W5_FOelZ0qj-h3Gb0n3K-12" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" parent="1" source="JXjM7l_erEiZMkSmYBvl-13" target="JXjM7l_erEiZMkSmYBvl-21" edge="1">
- <mxGeometry relative="1" as="geometry" />
- </mxCell>
- <mxCell id="W5_FOelZ0qj-h3Gb0n3K-15" value="always" style="edgeLabel;html=1;align=center;verticalAlign=middle;resizable=0;points=[];" parent="W5_FOelZ0qj-h3Gb0n3K-12" vertex="1" connectable="0">
- <mxGeometry x="0.7865" y="4" relative="1" as="geometry">
- <mxPoint x="-91" y="185" as="offset" />
- </mxGeometry>
- </mxCell>
- <mxCell id="JXjM7l_erEiZMkSmYBvl-13" value="util_BayesianActiveDesign" style="html=1;whiteSpace=wrap;strokeColor=#CC6600;" parent="1" vertex="1">
- <mxGeometry x="1020" y="680" width="150" height="50" as="geometry" />
- </mxCell>
- <mxCell id="JXjM7l_erEiZMkSmYBvl-34" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0;exitY=0.5;exitDx=0;exitDy=0;" parent="1" source="JXjM7l_erEiZMkSmYBvl-14" target="JXjM7l_erEiZMkSmYBvl-6" edge="1">
- <mxGeometry relative="1" as="geometry" />
- </mxCell>
- <mxCell id="W5_FOelZ0qj-h3Gb0n3K-13" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" parent="1" source="JXjM7l_erEiZMkSmYBvl-14" target="JXjM7l_erEiZMkSmYBvl-21" edge="1">
- <mxGeometry relative="1" as="geometry" />
- </mxCell>
- <mxCell id="W5_FOelZ0qj-h3Gb0n3K-16" value="always" style="edgeLabel;html=1;align=center;verticalAlign=middle;resizable=0;points=[];" parent="W5_FOelZ0qj-h3Gb0n3K-13" vertex="1" connectable="0">
- <mxGeometry x="0.197" y="-3" relative="1" as="geometry">
- <mxPoint x="-1" as="offset" />
- </mxGeometry>
- </mxCell>
- <mxCell id="JXjM7l_erEiZMkSmYBvl-14" value="utilBayesianDesign" style="html=1;whiteSpace=wrap;strokeColor=#CC6600;" parent="1" vertex="1">
- <mxGeometry x="880" y="730" width="110" height="50" as="geometry" />
- </mxCell>
- <mxCell id="JXjM7l_erEiZMkSmYBvl-37" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.25;exitY=1;exitDx=0;exitDy=0;entryX=0.5;entryY=0;entryDx=0;entryDy=0;" parent="1" source="JXjM7l_erEiZMkSmYBvl-15" target="JXjM7l_erEiZMkSmYBvl-12" edge="1">
- <mxGeometry relative="1" as="geometry" />
- </mxCell>
- <mxCell id="JXjM7l_erEiZMkSmYBvl-42" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" parent="1" source="JXjM7l_erEiZMkSmYBvl-15" target="JXjM7l_erEiZMkSmYBvl-14" edge="1">
- <mxGeometry relative="1" as="geometry" />
- </mxCell>
- <mxCell id="JXjM7l_erEiZMkSmYBvl-43" value="if method == 'bayesoptdesign'" style="edgeLabel;html=1;align=center;verticalAlign=middle;resizable=0;points=[];" parent="JXjM7l_erEiZMkSmYBvl-42" vertex="1" connectable="0">
- <mxGeometry x="0.6143" y="-3" relative="1" as="geometry">
- <mxPoint x="3" y="29" as="offset" />
- </mxGeometry>
- </mxCell>
- <mxCell id="JXjM7l_erEiZMkSmYBvl-15" value="run_util_func" style="html=1;whiteSpace=wrap;strokeColor=#CC6600;" parent="1" vertex="1">
- <mxGeometry x="660" y="450" width="110" height="50" as="geometry" />
- </mxCell>
- <mxCell id="JXjM7l_erEiZMkSmYBvl-36" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.25;exitY=1;exitDx=0;exitDy=0;" parent="1" source="JXjM7l_erEiZMkSmYBvl-16" target="JXjM7l_erEiZMkSmYBvl-12" edge="1">
- <mxGeometry relative="1" as="geometry" />
- </mxCell>
- <mxCell id="JXjM7l_erEiZMkSmYBvl-41" value="if method == 'varoptdesign'" style="edgeLabel;html=1;align=center;verticalAlign=middle;resizable=0;points=[];" parent="JXjM7l_erEiZMkSmYBvl-36" vertex="1" connectable="0">
- <mxGeometry x="-0.5992" relative="1" as="geometry">
- <mxPoint x="-197" y="62" as="offset" />
- </mxGeometry>
- </mxCell>
- <mxCell id="JXjM7l_erEiZMkSmYBvl-44" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;" parent="1" source="JXjM7l_erEiZMkSmYBvl-16" target="JXjM7l_erEiZMkSmYBvl-13" edge="1">
+ <mxCell id="HQw0JdQt9Swr3L2nkqIL-44" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;entryX=0.75;entryY=0;entryDx=0;entryDy=0;" edge="1" parent="1" source="HQw0JdQt9Swr3L2nkqIL-7" target="HQw0JdQt9Swr3L2nkqIL-7">
<mxGeometry relative="1" as="geometry">
<Array as="points">
- <mxPoint x="965" y="590" />
- <mxPoint x="1095" y="590" />
+ <mxPoint x="590" y="230" />
+ <mxPoint x="590" y="170" />
+ <mxPoint x="540" y="170" />
</Array>
</mxGeometry>
</mxCell>
- <mxCell id="W5_FOelZ0qj-h3Gb0n3K-27" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;" parent="1" source="JXjM7l_erEiZMkSmYBvl-16" target="JXjM7l_erEiZMkSmYBvl-14" edge="1">
- <mxGeometry relative="1" as="geometry" />
+ <mxCell id="HQw0JdQt9Swr3L2nkqIL-45" value="sequential training" style="text;html=1;strokeColor=none;fillColor=none;align=center;verticalAlign=middle;whiteSpace=wrap;rounded=0;" vertex="1" parent="1">
+ <mxGeometry x="540" y="130" width="60" height="30" as="geometry" />
</mxCell>
- <mxCell id="JXjM7l_erEiZMkSmYBvl-16" value="dual_annealing" style="html=1;whiteSpace=wrap;strokeColor=#CC6600;" parent="1" vertex="1">
- <mxGeometry x="910" y="450" width="110" height="50" as="geometry" />
+ <mxCell id="HQw0JdQt9Swr3L2nkqIL-38" value="" style="rounded=0;whiteSpace=wrap;html=1;fillColor=#CCDBFF;dashed=1;strokeColor=none;" vertex="1" parent="1">
+ <mxGeometry x="624" y="260" width="660" height="310" as="geometry" />
</mxCell>
- <mxCell id="W5_FOelZ0qj-h3Gb0n3K-5" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;entryX=1;entryY=0.5;entryDx=0;entryDy=0;" parent="1" source="JXjM7l_erEiZMkSmYBvl-17" target="JXjM7l_erEiZMkSmYBvl-18" edge="1">
- <mxGeometry relative="1" as="geometry" />
+ <mxCell id="HQw0JdQt9Swr3L2nkqIL-35" value="" style="rounded=0;whiteSpace=wrap;html=1;fillColor=default;dashed=1;fillStyle=solid;opacity=30;" vertex="1" parent="1">
+ <mxGeometry x="954" y="290" width="310" height="190" as="geometry" />
</mxCell>
- <mxCell id="W5_FOelZ0qj-h3Gb0n3K-6" value="if exploit _method is 'bayesoptdesign',<br style="border-color: var(--border-color);">'bayesactdesign' or 'varoptdesign'" style="edgeLabel;html=1;align=center;verticalAlign=middle;resizable=0;points=[];" parent="W5_FOelZ0qj-h3Gb0n3K-5" vertex="1" connectable="0">
- <mxGeometry x="0.1312" y="2" relative="1" as="geometry">
- <mxPoint x="17" y="-2" as="offset" />
- </mxGeometry>
+ <mxCell id="HQw0JdQt9Swr3L2nkqIL-9" value="BayesInf" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1">
+ <mxGeometry x="794" y="350" width="120" height="60" as="geometry" />
</mxCell>
- <mxCell id="JXjM7l_erEiZMkSmYBvl-17" value="tradeoff_weights" style="html=1;whiteSpace=wrap;strokeColor=#CC6600;" parent="1" vertex="1">
- <mxGeometry x="980" y="210" width="110" height="50" as="geometry" />
+ <mxCell id="HQw0JdQt9Swr3L2nkqIL-10" value="Bayesian model comparison" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1">
+ <mxGeometry x="794" y="490" width="120" height="60" as="geometry" />
</mxCell>
- <mxCell id="JXjM7l_erEiZMkSmYBvl-30" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=0;exitDx=0;exitDy=0;" parent="1" source="JXjM7l_erEiZMkSmYBvl-18" target="JXjM7l_erEiZMkSmYBvl-4" edge="1">
+ <mxCell id="HQw0JdQt9Swr3L2nkqIL-18" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" edge="1" parent="1" source="HQw0JdQt9Swr3L2nkqIL-9" target="HQw0JdQt9Swr3L2nkqIL-10">
<mxGeometry relative="1" as="geometry" />
</mxCell>
- <mxCell id="W5_FOelZ0qj-h3Gb0n3K-1" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.75;exitY=1;exitDx=0;exitDy=0;" parent="1" source="JXjM7l_erEiZMkSmYBvl-18" target="JXjM7l_erEiZMkSmYBvl-15" edge="1">
- <mxGeometry relative="1" as="geometry">
- <mxPoint x="790" y="280.0000000000002" as="sourcePoint" />
- <mxPoint x="690" y="499.9999999999998" as="targetPoint" />
- </mxGeometry>
- </mxCell>
- <mxCell id="W5_FOelZ0qj-h3Gb0n3K-2" value="if exploit _method is 'bayesoptdesign',<br>'bayesactdesign' or 'varoptdesign'" style="edgeLabel;html=1;align=center;verticalAlign=middle;resizable=0;points=[];" parent="W5_FOelZ0qj-h3Gb0n3K-1" vertex="1" connectable="0">
- <mxGeometry x="0.1579" relative="1" as="geometry">
- <mxPoint x="-15" y="49" as="offset" />
- </mxGeometry>
- </mxCell>
- <mxCell id="W5_FOelZ0qj-h3Gb0n3K-3" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.75;exitY=1;exitDx=0;exitDy=0;" parent="1" source="JXjM7l_erEiZMkSmYBvl-18" target="JXjM7l_erEiZMkSmYBvl-16" edge="1">
+ <mxCell id="HQw0JdQt9Swr3L2nkqIL-19" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;entryX=0;entryY=0.5;entryDx=0;entryDy=0;" edge="1" parent="1" source="HQw0JdQt9Swr3L2nkqIL-20" target="HQw0JdQt9Swr3L2nkqIL-9">
<mxGeometry relative="1" as="geometry">
- <mxPoint x="680" y="205.05882352941194" as="sourcePoint" />
- <mxPoint x="805" y="779.9999999999998" as="targetPoint" />
+ <mxPoint x="684" y="450" as="sourcePoint" />
</mxGeometry>
</mxCell>
- <mxCell id="W5_FOelZ0qj-h3Gb0n3K-4" value="if explore_method == 'dual annealing'" style="edgeLabel;html=1;align=center;verticalAlign=middle;resizable=0;points=[];" parent="W5_FOelZ0qj-h3Gb0n3K-3" vertex="1" connectable="0">
- <mxGeometry x="-0.6061" relative="1" as="geometry">
- <mxPoint x="270" y="46" as="offset" />
- </mxGeometry>
- </mxCell>
- <mxCell id="W5_FOelZ0qj-h3Gb0n3K-9" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;" parent="1" source="JXjM7l_erEiZMkSmYBvl-18" target="JXjM7l_erEiZMkSmYBvl-20" edge="1">
+ <mxCell id="HQw0JdQt9Swr3L2nkqIL-17" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="1" source="HQw0JdQt9Swr3L2nkqIL-12" target="HQw0JdQt9Swr3L2nkqIL-9">
<mxGeometry relative="1" as="geometry" />
</mxCell>
- <mxCell id="W5_FOelZ0qj-h3Gb0n3K-10" value="if exploit_method == 'alphabetic'" style="edgeLabel;html=1;align=center;verticalAlign=middle;resizable=0;points=[];" parent="W5_FOelZ0qj-h3Gb0n3K-9" vertex="1" connectable="0">
- <mxGeometry x="0.8144" y="1" relative="1" as="geometry">
- <mxPoint x="74" y="-1" as="offset" />
- </mxGeometry>
- </mxCell>
- <mxCell id="JXjM7l_erEiZMkSmYBvl-18" value="choose_next_sample" style="html=1;whiteSpace=wrap;fillColor=#fad7ac;strokeColor=#b46504;" parent="1" vertex="1">
- <mxGeometry x="610" y="210" width="140" height="50" as="geometry" />
+ <mxCell id="HQw0JdQt9Swr3L2nkqIL-20" value="Observation" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1">
+ <mxGeometry x="634" y="350" width="120" height="60" as="geometry" />
</mxCell>
- <mxCell id="JXjM7l_erEiZMkSmYBvl-20" value="util_AlphOptDesign" style="html=1;whiteSpace=wrap;" parent="1" vertex="1">
- <mxGeometry x="330" y="210" width="110" height="50" as="geometry" />
+ <mxCell id="HQw0JdQt9Swr3L2nkqIL-32" value="" style="group" vertex="1" connectable="0" parent="1">
+ <mxGeometry x="964" y="300" width="290" height="170" as="geometry" />
</mxCell>
- <mxCell id="JXjM7l_erEiZMkSmYBvl-21" value="_normpdf" style="html=1;whiteSpace=wrap;strokeColor=#CC6600;" parent="1" vertex="1">
- <mxGeometry x="1340" y="430" width="110" height="50" as="geometry" />
+ <mxCell id="HQw0JdQt9Swr3L2nkqIL-12" value="PostSampler" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="HQw0JdQt9Swr3L2nkqIL-32">
+ <mxGeometry y="50" width="120" height="60" as="geometry" />
</mxCell>
- <mxCell id="JXjM7l_erEiZMkSmYBvl-29" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;" parent="1" source="JXjM7l_erEiZMkSmYBvl-22" target="JXjM7l_erEiZMkSmYBvl-3" edge="1">
+ <mxCell id="HQw0JdQt9Swr3L2nkqIL-15" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0;exitY=0.5;exitDx=0;exitDy=0;entryX=1;entryY=0.5;entryDx=0;entryDy=0;" edge="1" parent="HQw0JdQt9Swr3L2nkqIL-32" source="HQw0JdQt9Swr3L2nkqIL-13" target="HQw0JdQt9Swr3L2nkqIL-12">
<mxGeometry relative="1" as="geometry" />
</mxCell>
- <mxCell id="JXjM7l_erEiZMkSmYBvl-22" value="_corr_factor_BME" style="html=1;whiteSpace=wrap;strokeColor=#CC6600;" parent="1" vertex="1">
- <mxGeometry x="1130" y="220" width="110" height="50" as="geometry" />
- </mxCell>
- <mxCell id="JXjM7l_erEiZMkSmYBvl-23" value="_posteriorPlot" style="html=1;whiteSpace=wrap;" parent="1" vertex="1">
- <mxGeometry x="520" y="440" width="110" height="50" as="geometry" />
- </mxCell>
- <mxCell id="JXjM7l_erEiZMkSmYBvl-27" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=0;exitDx=0;exitDy=0;" parent="1" source="JXjM7l_erEiZMkSmYBvl-24" target="JXjM7l_erEiZMkSmYBvl-2" edge="1">
- <mxGeometry relative="1" as="geometry" />
+ <mxCell id="HQw0JdQt9Swr3L2nkqIL-13" value="MCMC" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="HQw0JdQt9Swr3L2nkqIL-32">
+ <mxGeometry x="170" y="110" width="120" height="60" as="geometry" />
</mxCell>
- <mxCell id="W5_FOelZ0qj-h3Gb0n3K-11" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;entryX=0.5;entryY=0;entryDx=0;entryDy=0;" parent="1" source="JXjM7l_erEiZMkSmYBvl-24" target="JXjM7l_erEiZMkSmYBvl-21" edge="1">
+ <mxCell id="HQw0JdQt9Swr3L2nkqIL-16" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="HQw0JdQt9Swr3L2nkqIL-32" source="HQw0JdQt9Swr3L2nkqIL-14" target="HQw0JdQt9Swr3L2nkqIL-12">
<mxGeometry relative="1" as="geometry" />
</mxCell>
- <mxCell id="W5_FOelZ0qj-h3Gb0n3K-14" value="always" style="edgeLabel;html=1;align=center;verticalAlign=middle;resizable=0;points=[];" parent="W5_FOelZ0qj-h3Gb0n3K-11" vertex="1" connectable="0">
- <mxGeometry x="0.0929" y="-1" relative="1" as="geometry">
- <mxPoint as="offset" />
- </mxGeometry>
+ <mxCell id="HQw0JdQt9Swr3L2nkqIL-14" value="RejSampler" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="HQw0JdQt9Swr3L2nkqIL-32">
+ <mxGeometry x="170" width="120" height="60" as="geometry" />
</mxCell>
- <mxCell id="W5_FOelZ0qj-h3Gb0n3K-17" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0;exitY=0.5;exitDx=0;exitDy=0;" parent="1" source="JXjM7l_erEiZMkSmYBvl-24" target="JXjM7l_erEiZMkSmYBvl-22" edge="1">
- <mxGeometry relative="1" as="geometry" />
+ <mxCell id="HQw0JdQt9Swr3L2nkqIL-41" value="Bayesian analysis" style="text;html=1;strokeColor=none;fillColor=none;align=right;verticalAlign=middle;whiteSpace=wrap;rounded=0;fontSize=15;fontStyle=1" vertex="1" parent="1">
+ <mxGeometry x="1114" y="530" width="150" height="30" as="geometry" />
</mxCell>
- <mxCell id="W5_FOelZ0qj-h3Gb0n3K-18" value="commented out?" style="edgeLabel;html=1;align=center;verticalAlign=middle;resizable=0;points=[];" parent="W5_FOelZ0qj-h3Gb0n3K-17" vertex="1" connectable="0">
- <mxGeometry x="-0.1477" y="3" relative="1" as="geometry">
- <mxPoint as="offset" />
+ <mxCell id="HQw0JdQt9Swr3L2nkqIL-23" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;" edge="1" parent="1" source="HQw0JdQt9Swr3L2nkqIL-7" target="HQw0JdQt9Swr3L2nkqIL-9">
+ <mxGeometry relative="1" as="geometry">
+ <mxPoint x="630" y="300" as="sourcePoint" />
</mxGeometry>
</mxCell>
- <mxCell id="JXjM7l_erEiZMkSmYBvl-24" value="_BME_Calculator" style="html=1;whiteSpace=wrap;" parent="1" vertex="1">
- <mxGeometry x="1340" y="220" width="110" height="50" as="geometry" />
- </mxCell>
- <mxCell id="JXjM7l_erEiZMkSmYBvl-25" value="_validError" style="html=1;whiteSpace=wrap;" parent="1" vertex="1">
- <mxGeometry x="520" y="510" width="110" height="50" as="geometry" />
- </mxCell>
- <mxCell id="JXjM7l_erEiZMkSmYBvl-26" value="_error_Mean_Std" style="html=1;whiteSpace=wrap;" parent="1" vertex="1">
- <mxGeometry x="520" y="580" width="110" height="50" as="geometry" />
- </mxCell>
- </root>
- </mxGraphModel>
- </diagram>
- <diagram id="ME5gyYpVqUByTnAIOcMV" name="Parameter and function interaction">
- <mxGraphModel dx="2049" dy="1366" grid="1" gridSize="10" guides="1" tooltips="1" connect="1" arrows="1" fold="1" page="1" pageScale="1" pageWidth="850" pageHeight="1100" math="0" shadow="0">
- <root>
- <mxCell id="0" />
- <mxCell id="1" parent="0" />
- <mxCell id="K5oJ7VEt7dPmeK6pba1f-33" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;entryX=0.5;entryY=1;entryDx=0;entryDy=0;" edge="1" parent="1" source="K5oJ7VEt7dPmeK6pba1f-1" target="K5oJ7VEt7dPmeK6pba1f-32">
- <mxGeometry relative="1" as="geometry" />
- </mxCell>
- <mxCell id="K5oJ7VEt7dPmeK6pba1f-54" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;entryX=0.5;entryY=1;entryDx=0;entryDy=0;" edge="1" parent="1" source="K5oJ7VEt7dPmeK6pba1f-1" target="K5oJ7VEt7dPmeK6pba1f-53">
- <mxGeometry relative="1" as="geometry" />
- </mxCell>
- <mxCell id="K5oJ7VEt7dPmeK6pba1f-61" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;entryX=0.5;entryY=1;entryDx=0;entryDy=0;" edge="1" parent="1" source="K5oJ7VEt7dPmeK6pba1f-1" target="K5oJ7VEt7dPmeK6pba1f-60">
- <mxGeometry relative="1" as="geometry" />
- </mxCell>
- <mxCell id="K5oJ7VEt7dPmeK6pba1f-1" value="engine" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1">
- <mxGeometry x="40" y="160" width="120" height="60" as="geometry" />
- </mxCell>
- <mxCell id="K5oJ7VEt7dPmeK6pba1f-3" value="Discrepancy" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1">
- <mxGeometry x="40" y="240" width="120" height="60" as="geometry" />
- </mxCell>
- <mxCell id="K5oJ7VEt7dPmeK6pba1f-71" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="1" source="K5oJ7VEt7dPmeK6pba1f-4" target="K5oJ7VEt7dPmeK6pba1f-60">
- <mxGeometry relative="1" as="geometry" />
- </mxCell>
- <mxCell id="K5oJ7VEt7dPmeK6pba1f-4" value="emulator" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1">
- <mxGeometry x="40" y="320" width="120" height="60" as="geometry" />
- </mxCell>
- <mxCell id="K5oJ7VEt7dPmeK6pba1f-37" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="1" source="K5oJ7VEt7dPmeK6pba1f-5" target="K5oJ7VEt7dPmeK6pba1f-32">
- <mxGeometry relative="1" as="geometry" />
- </mxCell>
- <mxCell id="K5oJ7VEt7dPmeK6pba1f-57" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="1" source="K5oJ7VEt7dPmeK6pba1f-5" target="K5oJ7VEt7dPmeK6pba1f-53">
- <mxGeometry relative="1" as="geometry" />
- </mxCell>
- <mxCell id="K5oJ7VEt7dPmeK6pba1f-65" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="1" source="K5oJ7VEt7dPmeK6pba1f-5" target="K5oJ7VEt7dPmeK6pba1f-60">
- <mxGeometry relative="1" as="geometry" />
- </mxCell>
- <mxCell id="K5oJ7VEt7dPmeK6pba1f-5" value="name" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1">
- <mxGeometry x="40" y="400" width="120" height="60" as="geometry" />
- </mxCell>
- <mxCell id="K5oJ7VEt7dPmeK6pba1f-47" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;entryX=0.5;entryY=1;entryDx=0;entryDy=0;" edge="1" parent="1" source="K5oJ7VEt7dPmeK6pba1f-6" target="K5oJ7VEt7dPmeK6pba1f-32">
- <mxGeometry relative="1" as="geometry" />
- </mxCell>
- <mxCell id="K5oJ7VEt7dPmeK6pba1f-6" value="bootstrap" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1">
- <mxGeometry x="40" y="480" width="120" height="60" as="geometry" />
- </mxCell>
- <mxCell id="K5oJ7VEt7dPmeK6pba1f-7" value="req_outputs" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1">
- <mxGeometry x="40" y="560" width="120" height="60" as="geometry" />
- </mxCell>
- <mxCell id="K5oJ7VEt7dPmeK6pba1f-79" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="1" source="K5oJ7VEt7dPmeK6pba1f-8" target="K5oJ7VEt7dPmeK6pba1f-60">
- <mxGeometry relative="1" as="geometry" />
- </mxCell>
- <mxCell id="K5oJ7VEt7dPmeK6pba1f-8" value="selected_indices" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1">
- <mxGeometry x="40" y="640" width="120" height="60" as="geometry" />
- </mxCell>
- <mxCell id="K5oJ7VEt7dPmeK6pba1f-35" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="1" source="K5oJ7VEt7dPmeK6pba1f-9" target="K5oJ7VEt7dPmeK6pba1f-32">
- <mxGeometry relative="1" as="geometry" />
- </mxCell>
- <mxCell id="K5oJ7VEt7dPmeK6pba1f-55" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="1" source="K5oJ7VEt7dPmeK6pba1f-9" target="K5oJ7VEt7dPmeK6pba1f-53">
- <mxGeometry relative="1" as="geometry" />
- </mxCell>
- <mxCell id="K5oJ7VEt7dPmeK6pba1f-67" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="1" source="K5oJ7VEt7dPmeK6pba1f-9" target="K5oJ7VEt7dPmeK6pba1f-60">
- <mxGeometry relative="1" as="geometry" />
- </mxCell>
- <mxCell id="K5oJ7VEt7dPmeK6pba1f-9" value="prior_samples" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1">
- <mxGeometry x="40" y="720" width="120" height="60" as="geometry" />
- </mxCell>
- <mxCell id="K5oJ7VEt7dPmeK6pba1f-36" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="1" source="K5oJ7VEt7dPmeK6pba1f-11" target="K5oJ7VEt7dPmeK6pba1f-32">
- <mxGeometry relative="1" as="geometry" />
- </mxCell>
- <mxCell id="K5oJ7VEt7dPmeK6pba1f-68" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="1" source="K5oJ7VEt7dPmeK6pba1f-11" target="K5oJ7VEt7dPmeK6pba1f-60">
- <mxGeometry relative="1" as="geometry" />
- </mxCell>
- <mxCell id="K5oJ7VEt7dPmeK6pba1f-11" value="n_prior_samples" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1">
- <mxGeometry x="40" y="800" width="120" height="60" as="geometry" />
- </mxCell>
- <mxCell id="K5oJ7VEt7dPmeK6pba1f-38" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="1" source="K5oJ7VEt7dPmeK6pba1f-12" target="K5oJ7VEt7dPmeK6pba1f-32">
- <mxGeometry relative="1" as="geometry" />
- </mxCell>
- <mxCell id="K5oJ7VEt7dPmeK6pba1f-80" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="1" source="K5oJ7VEt7dPmeK6pba1f-12" target="K5oJ7VEt7dPmeK6pba1f-60">
- <mxGeometry relative="1" as="geometry" />
- </mxCell>
- <mxCell id="K5oJ7VEt7dPmeK6pba1f-12" value="measured_data" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1">
- <mxGeometry x="40" y="880" width="120" height="60" as="geometry" />
- </mxCell>
- <mxCell id="K5oJ7VEt7dPmeK6pba1f-58" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="1" source="K5oJ7VEt7dPmeK6pba1f-13" target="K5oJ7VEt7dPmeK6pba1f-53">
- <mxGeometry relative="1" as="geometry" />
- </mxCell>
- <mxCell id="K5oJ7VEt7dPmeK6pba1f-13" value="inference_method" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1">
- <mxGeometry x="40" y="960" width="120" height="60" as="geometry" />
- </mxCell>
- <mxCell id="K5oJ7VEt7dPmeK6pba1f-14" value="mcmc_params" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1">
- <mxGeometry x="40" y="1040" width="120" height="60" as="geometry" />
- </mxCell>
- <mxCell id="K5oJ7VEt7dPmeK6pba1f-63" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="1" source="K5oJ7VEt7dPmeK6pba1f-15" target="K5oJ7VEt7dPmeK6pba1f-60">
- <mxGeometry relative="1" as="geometry" />
- </mxCell>
- <mxCell id="K5oJ7VEt7dPmeK6pba1f-15" value="perturbed_data" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1">
- <mxGeometry x="40" y="1120" width="120" height="60" as="geometry" />
- </mxCell>
- <mxCell id="K5oJ7VEt7dPmeK6pba1f-45" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="1" source="K5oJ7VEt7dPmeK6pba1f-16" target="K5oJ7VEt7dPmeK6pba1f-32">
- <mxGeometry relative="1" as="geometry" />
- </mxCell>
- <mxCell id="K5oJ7VEt7dPmeK6pba1f-77" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="1" source="K5oJ7VEt7dPmeK6pba1f-16" target="K5oJ7VEt7dPmeK6pba1f-60">
- <mxGeometry relative="1" as="geometry" />
- </mxCell>
- <mxCell id="K5oJ7VEt7dPmeK6pba1f-16" value="bayes_loocv" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1">
- <mxGeometry x="40" y="1200" width="120" height="60" as="geometry" />
- </mxCell>
- <mxCell id="K5oJ7VEt7dPmeK6pba1f-64" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="1" source="K5oJ7VEt7dPmeK6pba1f-17" target="K5oJ7VEt7dPmeK6pba1f-60">
- <mxGeometry relative="1" as="geometry" />
- </mxCell>
- <mxCell id="K5oJ7VEt7dPmeK6pba1f-17" value="n_bootstrap_itrs" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1">
- <mxGeometry x="40" y="1280" width="120" height="60" as="geometry" />
- </mxCell>
- <mxCell id="K5oJ7VEt7dPmeK6pba1f-18" value="bootstrap_noise" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1">
- <mxGeometry x="40" y="1360" width="120" height="60" as="geometry" />
+ <mxCell id="HQw0JdQt9Swr3L2nkqIL-3" value="MetaModel" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1">
+ <mxGeometry x="355" y="360" width="120" height="60" as="geometry" />
</mxCell>
- <mxCell id="K5oJ7VEt7dPmeK6pba1f-46" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="1" source="K5oJ7VEt7dPmeK6pba1f-19" target="K5oJ7VEt7dPmeK6pba1f-32">
+ <mxCell id="HQw0JdQt9Swr3L2nkqIL-28" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=0;exitDx=0;exitDy=0;strokeColor=default;startArrow=none;startFill=0;" edge="1" parent="1" source="HQw0JdQt9Swr3L2nkqIL-4" target="HQw0JdQt9Swr3L2nkqIL-3">
<mxGeometry relative="1" as="geometry" />
</mxCell>
- <mxCell id="K5oJ7VEt7dPmeK6pba1f-78" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="1" source="K5oJ7VEt7dPmeK6pba1f-19" target="K5oJ7VEt7dPmeK6pba1f-60">
- <mxGeometry relative="1" as="geometry" />
- </mxCell>
- <mxCell id="K5oJ7VEt7dPmeK6pba1f-19" value="just_analysis" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1">
- <mxGeometry x="40" y="1440" width="120" height="60" as="geometry" />
- </mxCell>
- <mxCell id="K5oJ7VEt7dPmeK6pba1f-20" value="valid_metrics" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1">
- <mxGeometry x="40" y="1520" width="120" height="60" as="geometry" />
- </mxCell>
- <mxCell id="K5oJ7VEt7dPmeK6pba1f-52" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="1" source="K5oJ7VEt7dPmeK6pba1f-21" target="K5oJ7VEt7dPmeK6pba1f-32">
- <mxGeometry relative="1" as="geometry" />
- </mxCell>
- <mxCell id="K5oJ7VEt7dPmeK6pba1f-21" value="plot_post_pred" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1">
- <mxGeometry x="40" y="1600" width="120" height="60" as="geometry" />
- </mxCell>
- <mxCell id="K5oJ7VEt7dPmeK6pba1f-51" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="1" source="K5oJ7VEt7dPmeK6pba1f-22" target="K5oJ7VEt7dPmeK6pba1f-32">
- <mxGeometry relative="1" as="geometry" />
- </mxCell>
- <mxCell id="K5oJ7VEt7dPmeK6pba1f-22" value="plot_map_pred" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1">
- <mxGeometry x="40" y="1680" width="120" height="60" as="geometry" />
- </mxCell>
- <mxCell id="K5oJ7VEt7dPmeK6pba1f-23" value="max_a_posteriori" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1">
- <mxGeometry x="40" y="1760" width="120" height="60" as="geometry" />
- </mxCell>
- <mxCell id="K5oJ7VEt7dPmeK6pba1f-24" value="corner_title_fmt" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1">
- <mxGeometry x="40" y="1840" width="120" height="60" as="geometry" />
- </mxCell>
- <mxCell id="K5oJ7VEt7dPmeK6pba1f-34" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="1" source="K5oJ7VEt7dPmeK6pba1f-25" target="K5oJ7VEt7dPmeK6pba1f-32">
- <mxGeometry relative="1" as="geometry" />
- </mxCell>
- <mxCell id="K5oJ7VEt7dPmeK6pba1f-25" value="out_dir" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1">
- <mxGeometry x="40" y="1920" width="120" height="60" as="geometry" />
- </mxCell>
- <mxCell id="K5oJ7VEt7dPmeK6pba1f-50" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="1" source="K5oJ7VEt7dPmeK6pba1f-26" target="K5oJ7VEt7dPmeK6pba1f-32">
- <mxGeometry relative="1" as="geometry" />
- </mxCell>
- <mxCell id="K5oJ7VEt7dPmeK6pba1f-66" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="1" source="K5oJ7VEt7dPmeK6pba1f-26" target="K5oJ7VEt7dPmeK6pba1f-60">
- <mxGeometry relative="1" as="geometry" />
- </mxCell>
- <mxCell id="K5oJ7VEt7dPmeK6pba1f-26" value="error_model" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1">
- <mxGeometry x="40" y="2000" width="120" height="60" as="geometry" />
- </mxCell>
- <mxCell id="K5oJ7VEt7dPmeK6pba1f-56" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="1" source="K5oJ7VEt7dPmeK6pba1f-27" target="K5oJ7VEt7dPmeK6pba1f-53">
- <mxGeometry relative="1" as="geometry" />
- </mxCell>
- <mxCell id="K5oJ7VEt7dPmeK6pba1f-72" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="1" source="K5oJ7VEt7dPmeK6pba1f-27" target="K5oJ7VEt7dPmeK6pba1f-60">
- <mxGeometry relative="1" as="geometry" />
- </mxCell>
- <mxCell id="K5oJ7VEt7dPmeK6pba1f-27" value="bias_inputs" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1">
- <mxGeometry x="40" y="2080" width="120" height="60" as="geometry" />
- </mxCell>
- <mxCell id="K5oJ7VEt7dPmeK6pba1f-41" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="1" source="K5oJ7VEt7dPmeK6pba1f-28" target="K5oJ7VEt7dPmeK6pba1f-32">
- <mxGeometry relative="1" as="geometry" />
- </mxCell>
- <mxCell id="K5oJ7VEt7dPmeK6pba1f-28" value="measurement_error" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1">
- <mxGeometry x="40" y="2160" width="120" height="60" as="geometry" />
- </mxCell>
- <mxCell id="K5oJ7VEt7dPmeK6pba1f-44" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="1" source="K5oJ7VEt7dPmeK6pba1f-29" target="K5oJ7VEt7dPmeK6pba1f-32">
- <mxGeometry relative="1" as="geometry" />
- </mxCell>
- <mxCell id="K5oJ7VEt7dPmeK6pba1f-81" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="1" source="K5oJ7VEt7dPmeK6pba1f-29" target="K5oJ7VEt7dPmeK6pba1f-60">
- <mxGeometry relative="1" as="geometry" />
- </mxCell>
- <mxCell id="K5oJ7VEt7dPmeK6pba1f-29" value="sigma2s" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1">
- <mxGeometry x="40" y="2240" width="120" height="60" as="geometry" />
- </mxCell>
- <mxCell id="K5oJ7VEt7dPmeK6pba1f-30" value="log_likes" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1">
- <mxGeometry x="40" y="2320" width="120" height="60" as="geometry" />
- </mxCell>
- <mxCell id="K5oJ7VEt7dPmeK6pba1f-82" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="1" source="K5oJ7VEt7dPmeK6pba1f-31" target="K5oJ7VEt7dPmeK6pba1f-60">
- <mxGeometry relative="1" as="geometry" />
- </mxCell>
- <mxCell id="K5oJ7VEt7dPmeK6pba1f-31" value="dtype" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1">
- <mxGeometry x="40" y="2400" width="120" height="60" as="geometry" />
- </mxCell>
- <mxCell id="K5oJ7VEt7dPmeK6pba1f-32" value="create_inference" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1">
- <mxGeometry x="400" y="20" width="120" height="60" as="geometry" />
- </mxCell>
- <mxCell id="K5oJ7VEt7dPmeK6pba1f-40" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="1" source="K5oJ7VEt7dPmeK6pba1f-39" target="K5oJ7VEt7dPmeK6pba1f-32">
- <mxGeometry relative="1" as="geometry" />
- </mxCell>
- <mxCell id="K5oJ7VEt7dPmeK6pba1f-39" value="n_tot_measurement" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1">
- <mxGeometry x="40" y="2480" width="120" height="60" as="geometry" />
- </mxCell>
- <mxCell id="K5oJ7VEt7dPmeK6pba1f-43" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="1" source="K5oJ7VEt7dPmeK6pba1f-42" target="K5oJ7VEt7dPmeK6pba1f-32">
- <mxGeometry relative="1" as="geometry" />
- </mxCell>
- <mxCell id="K5oJ7VEt7dPmeK6pba1f-42" value="Discrepancy" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1">
- <mxGeometry x="40" y="2560" width="120" height="60" as="geometry" />
- </mxCell>
- <mxCell id="K5oJ7VEt7dPmeK6pba1f-49" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="1" source="K5oJ7VEt7dPmeK6pba1f-48" target="K5oJ7VEt7dPmeK6pba1f-32">
- <mxGeometry relative="1" as="geometry" />
- </mxCell>
- <mxCell id="K5oJ7VEt7dPmeK6pba1f-59" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="1" source="K5oJ7VEt7dPmeK6pba1f-48" target="K5oJ7VEt7dPmeK6pba1f-53">
- <mxGeometry relative="1" as="geometry" />
- </mxCell>
- <mxCell id="K5oJ7VEt7dPmeK6pba1f-48" value="posterior_df" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1">
- <mxGeometry x="40" y="2640" width="120" height="60" as="geometry" />
- </mxCell>
- <mxCell id="K5oJ7VEt7dPmeK6pba1f-53" value="create_error_model" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1">
- <mxGeometry x="560" y="20" width="120" height="60" as="geometry" />
- </mxCell>
- <mxCell id="K5oJ7VEt7dPmeK6pba1f-60" value="perform_bootstrap" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1">
- <mxGeometry x="720" y="20" width="120" height="60" as="geometry" />
- </mxCell>
- <mxCell id="K5oJ7VEt7dPmeK6pba1f-75" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="1" source="K5oJ7VEt7dPmeK6pba1f-69" target="K5oJ7VEt7dPmeK6pba1f-60">
- <mxGeometry relative="1" as="geometry" />
- </mxCell>
- <mxCell id="K5oJ7VEt7dPmeK6pba1f-69" value="__mean_pce_prior_pred" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1">
- <mxGeometry x="40" y="2720" width="120" height="60" as="geometry" />
- </mxCell>
- <mxCell id="K5oJ7VEt7dPmeK6pba1f-76" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="1" source="K5oJ7VEt7dPmeK6pba1f-70" target="K5oJ7VEt7dPmeK6pba1f-60">
- <mxGeometry relative="1" as="geometry" />
- </mxCell>
- <mxCell id="K5oJ7VEt7dPmeK6pba1f-70" value="_std_pce_prior_pred" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1">
- <mxGeometry x="40" y="2800" width="120" height="60" as="geometry" />
+ <mxCell id="HQw0JdQt9Swr3L2nkqIL-4" value="GPE" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1">
+ <mxGeometry x="435" y="460" width="120" height="60" as="geometry" />
</mxCell>
- <mxCell id="K5oJ7VEt7dPmeK6pba1f-74" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="1" source="K5oJ7VEt7dPmeK6pba1f-73" target="K5oJ7VEt7dPmeK6pba1f-60">
+ <mxCell id="HQw0JdQt9Swr3L2nkqIL-27" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=0;exitDx=0;exitDy=0;strokeColor=default;startArrow=none;startFill=0;" edge="1" parent="1" source="HQw0JdQt9Swr3L2nkqIL-5" target="HQw0JdQt9Swr3L2nkqIL-3">
<mxGeometry relative="1" as="geometry" />
</mxCell>
- <mxCell id="K5oJ7VEt7dPmeK6pba1f-73" value="__model_prior_pred" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1">
- <mxGeometry x="40" y="2880" width="120" height="60" as="geometry" />
- </mxCell>
- </root>
- </mxGraphModel>
- </diagram>
- <diagram id="QgiNX2WXFOBDsDgzoFY9" name="Folder structure">
- <mxGraphModel dx="1206" dy="809" grid="1" gridSize="10" guides="1" tooltips="1" connect="1" arrows="1" fold="1" page="1" pageScale="1" pageWidth="850" pageHeight="1100" math="0" shadow="0">
- <root>
- <mxCell id="0" />
- <mxCell id="1" parent="0" />
- <mxCell id="KLYezTmecfuvBG8KQe-n-1" value="" style="shape=folder;fontStyle=1;spacingTop=10;tabWidth=40;tabHeight=14;tabPosition=left;html=1;whiteSpace=wrap;" parent="1" vertex="1">
- <mxGeometry x="140" y="80" width="750" height="550" as="geometry" />
- </mxCell>
- <mxCell id="KLYezTmecfuvBG8KQe-n-2" value="" style="shape=folder;fontStyle=1;spacingTop=10;tabWidth=40;tabHeight=14;tabPosition=left;html=1;whiteSpace=wrap;" parent="1" vertex="1">
- <mxGeometry x="170" y="110" width="700" height="220" as="geometry" />
- </mxCell>
- <mxCell id="KLYezTmecfuvBG8KQe-n-3" value="" style="shape=folder;fontStyle=1;spacingTop=10;tabWidth=40;tabHeight=14;tabPosition=left;html=1;whiteSpace=wrap;" parent="1" vertex="1">
- <mxGeometry x="170" y="370" width="180" height="50" as="geometry" />
- </mxCell>
- <mxCell id="KLYezTmecfuvBG8KQe-n-4" value="" style="shape=folder;fontStyle=1;spacingTop=10;tabWidth=40;tabHeight=14;tabPosition=left;html=1;whiteSpace=wrap;" parent="1" vertex="1">
- <mxGeometry x="170" y="440" width="180" height="50" as="geometry" />
- </mxCell>
- <mxCell id="KLYezTmecfuvBG8KQe-n-5" value="" style="shape=folder;fontStyle=1;spacingTop=10;tabWidth=40;tabHeight=14;tabPosition=left;html=1;whiteSpace=wrap;" parent="1" vertex="1">
- <mxGeometry x="170" y="500" width="180" height="50" as="geometry" />
- </mxCell>
- <mxCell id="KLYezTmecfuvBG8KQe-n-6" value="adaptPlot" style="shape=folder;fontStyle=1;spacingTop=10;tabWidth=40;tabHeight=14;tabPosition=left;html=1;whiteSpace=wrap;" parent="1" vertex="1">
- <mxGeometry x="190" y="150" width="70" height="50" as="geometry" />
- </mxCell>
- <mxCell id="KLYezTmecfuvBG8KQe-n-7" value="apoly_construction" style="shape=folder;fontStyle=1;spacingTop=10;tabWidth=40;tabHeight=14;tabPosition=left;html=1;whiteSpace=wrap;" parent="1" vertex="1">
- <mxGeometry x="280" y="150" width="140" height="50" as="geometry" />
- </mxCell>
- <mxCell id="KLYezTmecfuvBG8KQe-n-8" value="bayes_linear" style="shape=folder;fontStyle=1;spacingTop=10;tabWidth=40;tabHeight=14;tabPosition=left;html=1;whiteSpace=wrap;" parent="1" vertex="1">
- <mxGeometry x="440" y="150" width="90" height="50" as="geometry" />
- </mxCell>
- <mxCell id="KLYezTmecfuvBG8KQe-n-9" value="engine" style="shape=folder;fontStyle=1;spacingTop=10;tabWidth=40;tabHeight=14;tabPosition=left;html=1;whiteSpace=wrap;" parent="1" vertex="1">
- <mxGeometry x="550" y="150" width="70" height="50" as="geometry" />
- </mxCell>
- <mxCell id="KLYezTmecfuvBG8KQe-n-11" value="eval_rec_rule" style="shape=folder;fontStyle=1;spacingTop=10;tabWidth=40;tabHeight=14;tabPosition=left;html=1;whiteSpace=wrap;" parent="1" vertex="1">
- <mxGeometry x="640" y="150" width="100" height="50" as="geometry" />
- </mxCell>
- <mxCell id="KLYezTmecfuvBG8KQe-n-12" value="exp_designs" style="shape=folder;fontStyle=1;spacingTop=10;tabWidth=40;tabHeight=14;tabPosition=left;html=1;whiteSpace=wrap;" parent="1" vertex="1">
- <mxGeometry x="760" y="150" width="90" height="50" as="geometry" />
- </mxCell>
- <mxCell id="KLYezTmecfuvBG8KQe-n-13" value="exploration" style="shape=folder;fontStyle=1;spacingTop=10;tabWidth=40;tabHeight=14;tabPosition=left;html=1;whiteSpace=wrap;" parent="1" vertex="1">
- <mxGeometry x="190" y="210" width="80" height="50" as="geometry" />
- </mxCell>
- <mxCell id="KLYezTmecfuvBG8KQe-n-14" value="glexindex" style="shape=folder;fontStyle=1;spacingTop=10;tabWidth=40;tabHeight=14;tabPosition=left;html=1;whiteSpace=wrap;" parent="1" vertex="1">
- <mxGeometry x="290" y="210" width="70" height="50" as="geometry" />
- </mxCell>
- <mxCell id="KLYezTmecfuvBG8KQe-n-15" value="input_space" style="shape=folder;fontStyle=1;spacingTop=10;tabWidth=40;tabHeight=14;tabPosition=left;html=1;whiteSpace=wrap;" parent="1" vertex="1">
- <mxGeometry x="380" y="210" width="80" height="50" as="geometry" />
- </mxCell>
- <mxCell id="KLYezTmecfuvBG8KQe-n-16" value="inputs" style="shape=folder;fontStyle=1;spacingTop=10;tabWidth=40;tabHeight=14;tabPosition=left;html=1;whiteSpace=wrap;" parent="1" vertex="1">
- <mxGeometry x="480" y="210" width="70" height="50" as="geometry" />
- </mxCell>
- <mxCell id="KLYezTmecfuvBG8KQe-n-17" value="meta_model_engine" style="shape=folder;fontStyle=1;spacingTop=10;tabWidth=40;tabHeight=14;tabPosition=left;html=1;whiteSpace=wrap;" parent="1" vertex="1">
- <mxGeometry x="570" y="210" width="160" height="50" as="geometry" />
+ <mxCell id="HQw0JdQt9Swr3L2nkqIL-5" value="PCE" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1">
+ <mxGeometry x="295" y="460" width="120" height="60" as="geometry" />
</mxCell>
</root>
</mxGraphModel>
diff --git a/docs/diagrams/.$GridManager_diagrams.drawio.bkp b/docs/diagrams/.$GridManager_diagrams.drawio.bkp
new file mode 100644
index 0000000000000000000000000000000000000000..0c9dfa9d2572bcb262a32bf816df4c1957334060
--- /dev/null
+++ b/docs/diagrams/.$GridManager_diagrams.drawio.bkp
@@ -0,0 +1,791 @@
+<mxfile host="Electron" modified="2025-02-18T14:27:41.786Z" agent="Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) draw.io/22.1.11 Chrome/114.0.5735.289 Electron/25.9.8 Safari/537.36" etag="lPXvG6bnlx29218xX6xc" version="22.1.11" type="device" pages="6">
+ <diagram name="derivative" id="yDgNodKZXcqZVEr-pvVb">
+ <mxGraphModel dx="1674" dy="956" grid="1" gridSize="10" guides="1" tooltips="1" connect="1" arrows="1" fold="1" page="1" pageScale="1" pageWidth="850" pageHeight="1100" math="0" shadow="0">
+ <root>
+ <mxCell id="0" />
+ <mxCell id="1" parent="0" />
+ <mxCell id="e3EnwnzBD0GUl_by_s5y-33" value="" style="rounded=0;whiteSpace=wrap;html=1;fillColor=#E3E3E3;dashed=1;dashPattern=8 8;" parent="1" vertex="1">
+ <mxGeometry x="170" y="544" width="810" height="90" as="geometry" />
+ </mxCell>
+ <mxCell id="e3EnwnzBD0GUl_by_s5y-28" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" parent="1" source="e3EnwnzBD0GUl_by_s5y-1" target="e3EnwnzBD0GUl_by_s5y-22" edge="1">
+ <mxGeometry relative="1" as="geometry" />
+ </mxCell>
+ <mxCell id="e3EnwnzBD0GUl_by_s5y-1" value="univ_p_val_outer" style="rounded=0;whiteSpace=wrap;html=1;" parent="1" vertex="1">
+ <mxGeometry x="40" y="456" width="120" height="60" as="geometry" />
+ </mxCell>
+ <mxCell id="e3EnwnzBD0GUl_by_s5y-24" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" parent="1" source="e3EnwnzBD0GUl_by_s5y-2" target="e3EnwnzBD0GUl_by_s5y-23" edge="1">
+ <mxGeometry relative="1" as="geometry" />
+ </mxCell>
+ <mxCell id="e3EnwnzBD0GUl_by_s5y-2" value="univ_p_val_inner" style="rounded=0;whiteSpace=wrap;html=1;" parent="1" vertex="1">
+ <mxGeometry x="520" y="395" width="120" height="60" as="geometry" />
+ </mxCell>
+ <mxCell id="e3EnwnzBD0GUl_by_s5y-18" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" parent="1" source="e3EnwnzBD0GUl_by_s5y-3" target="e3EnwnzBD0GUl_by_s5y-17" edge="1">
+ <mxGeometry relative="1" as="geometry" />
+ </mxCell>
+ <mxCell id="e3EnwnzBD0GUl_by_s5y-3" value="der_basis_coeffs" style="rounded=0;whiteSpace=wrap;html=1;" parent="1" vertex="1">
+ <mxGeometry x="520" y="235" width="120" height="60" as="geometry" />
+ </mxCell>
+ <mxCell id="e3EnwnzBD0GUl_by_s5y-16" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" parent="1" source="e3EnwnzBD0GUl_by_s5y-4" target="e3EnwnzBD0GUl_by_s5y-15" edge="1">
+ <mxGeometry relative="1" as="geometry" />
+ </mxCell>
+ <mxCell id="e3EnwnzBD0GUl_by_s5y-4" value="basis_coeffs" style="rounded=0;whiteSpace=wrap;html=1;" parent="1" vertex="1">
+ <mxGeometry x="40" y="266" width="120" height="60" as="geometry" />
+ </mxCell>
+ <mxCell id="e3EnwnzBD0GUl_by_s5y-29" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" parent="1" source="e3EnwnzBD0GUl_by_s5y-5" target="e3EnwnzBD0GUl_by_s5y-22" edge="1">
+ <mxGeometry relative="1" as="geometry" />
+ </mxCell>
+ <mxCell id="e3EnwnzBD0GUl_by_s5y-5" value="basis_outer" style="rounded=0;whiteSpace=wrap;html=1;" parent="1" vertex="1">
+ <mxGeometry x="200" y="396" width="120" height="60" as="geometry" />
+ </mxCell>
+ <mxCell id="e3EnwnzBD0GUl_by_s5y-25" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0;exitY=0.5;exitDx=0;exitDy=0;" parent="1" source="e3EnwnzBD0GUl_by_s5y-6" target="e3EnwnzBD0GUl_by_s5y-23" edge="1">
+ <mxGeometry relative="1" as="geometry" />
+ </mxCell>
+ <mxCell id="e3EnwnzBD0GUl_by_s5y-6" value="basis_inner" style="rounded=0;whiteSpace=wrap;html=1;" parent="1" vertex="1">
+ <mxGeometry x="680" y="455" width="120" height="60" as="geometry" />
+ </mxCell>
+ <mxCell id="e3EnwnzBD0GUl_by_s5y-36" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" parent="1" source="e3EnwnzBD0GUl_by_s5y-7" target="e3EnwnzBD0GUl_by_s5y-34" edge="1">
+ <mxGeometry relative="1" as="geometry" />
+ </mxCell>
+ <mxCell id="e3EnwnzBD0GUl_by_s5y-7" value="Psi_outer" style="rounded=0;whiteSpace=wrap;html=1;" parent="1" vertex="1">
+ <mxGeometry x="200" y="560" width="120" height="60" as="geometry" />
+ </mxCell>
+ <mxCell id="e3EnwnzBD0GUl_by_s5y-38" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" parent="1" source="e3EnwnzBD0GUl_by_s5y-8" target="e3EnwnzBD0GUl_by_s5y-34" edge="1">
+ <mxGeometry relative="1" as="geometry" />
+ </mxCell>
+ <mxCell id="e3EnwnzBD0GUl_by_s5y-8" value="Psi_inner" style="rounded=0;whiteSpace=wrap;html=1;" parent="1" vertex="1">
+ <mxGeometry x="520" y="560" width="120" height="60" as="geometry" />
+ </mxCell>
+ <mxCell id="e3EnwnzBD0GUl_by_s5y-37" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" parent="1" source="e3EnwnzBD0GUl_by_s5y-9" target="e3EnwnzBD0GUl_by_s5y-34" edge="1">
+ <mxGeometry relative="1" as="geometry" />
+ </mxCell>
+ <mxCell id="e3EnwnzBD0GUl_by_s5y-9" value="c_d" style="rounded=0;whiteSpace=wrap;html=1;" parent="1" vertex="1">
+ <mxGeometry x="360" y="560" width="120" height="60" as="geometry" />
+ </mxCell>
+ <mxCell id="e3EnwnzBD0GUl_by_s5y-39" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" parent="1" source="e3EnwnzBD0GUl_by_s5y-10" target="e3EnwnzBD0GUl_by_s5y-35" edge="1">
+ <mxGeometry relative="1" as="geometry">
+ <Array as="points">
+ <mxPoint x="900" y="760" />
+ <mxPoint x="580" y="760" />
+ </Array>
+ </mxGeometry>
+ </mxCell>
+ <mxCell id="e3EnwnzBD0GUl_by_s5y-10" value="c" style="rounded=0;whiteSpace=wrap;html=1;" parent="1" vertex="1">
+ <mxGeometry x="840" y="560" width="120" height="60" as="geometry" />
+ </mxCell>
+ <mxCell id="e3EnwnzBD0GUl_by_s5y-13" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0;exitY=0.5;exitDx=0;exitDy=0;" parent="1" source="e3EnwnzBD0GUl_by_s5y-12" target="e3EnwnzBD0GUl_by_s5y-5" edge="1">
+ <mxGeometry relative="1" as="geometry" />
+ </mxCell>
+ <mxCell id="e3EnwnzBD0GUl_by_s5y-14" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" parent="1" source="e3EnwnzBD0GUl_by_s5y-12" edge="1">
+ <mxGeometry relative="1" as="geometry">
+ <mxPoint x="420" y="559" as="targetPoint" />
+ </mxGeometry>
+ </mxCell>
+ <mxCell id="e3EnwnzBD0GUl_by_s5y-12" value="iterate" style="text;html=1;strokeColor=none;fillColor=none;align=center;verticalAlign=middle;whiteSpace=wrap;rounded=0;" parent="1" vertex="1">
+ <mxGeometry x="320" y="326" width="60" height="30" as="geometry" />
+ </mxCell>
+ <mxCell id="e3EnwnzBD0GUl_by_s5y-19" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;entryX=0.5;entryY=0;entryDx=0;entryDy=0;" parent="1" source="e3EnwnzBD0GUl_by_s5y-15" target="e3EnwnzBD0GUl_by_s5y-1" edge="1">
+ <mxGeometry relative="1" as="geometry" />
+ </mxCell>
+ <mxCell id="e3EnwnzBD0GUl_by_s5y-15" value="eval_univ_basis" style="text;html=1;strokeColor=none;fillColor=none;align=center;verticalAlign=middle;whiteSpace=wrap;rounded=0;" parent="1" vertex="1">
+ <mxGeometry x="70" y="376" width="60" height="30" as="geometry" />
+ </mxCell>
+ <mxCell id="e3EnwnzBD0GUl_by_s5y-21" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" parent="1" source="e3EnwnzBD0GUl_by_s5y-17" target="e3EnwnzBD0GUl_by_s5y-2" edge="1">
+ <mxGeometry relative="1" as="geometry" />
+ </mxCell>
+ <mxCell id="e3EnwnzBD0GUl_by_s5y-17" value="eval_univ_basis" style="text;html=1;strokeColor=none;fillColor=none;align=center;verticalAlign=middle;whiteSpace=wrap;rounded=0;" parent="1" vertex="1">
+ <mxGeometry x="550" y="335" width="60" height="30" as="geometry" />
+ </mxCell>
+ <mxCell id="e3EnwnzBD0GUl_by_s5y-30" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" parent="1" source="e3EnwnzBD0GUl_by_s5y-22" edge="1">
+ <mxGeometry relative="1" as="geometry">
+ <mxPoint x="260" y="559" as="targetPoint" />
+ </mxGeometry>
+ </mxCell>
+ <mxCell id="e3EnwnzBD0GUl_by_s5y-22" value="create_psi" style="text;html=1;strokeColor=none;fillColor=none;align=center;verticalAlign=middle;whiteSpace=wrap;rounded=0;" parent="1" vertex="1">
+ <mxGeometry x="230" y="471" width="60" height="30" as="geometry" />
+ </mxCell>
+ <mxCell id="e3EnwnzBD0GUl_by_s5y-26" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" parent="1" source="e3EnwnzBD0GUl_by_s5y-23" edge="1">
+ <mxGeometry relative="1" as="geometry">
+ <mxPoint x="580" y="559" as="targetPoint" />
+ </mxGeometry>
+ </mxCell>
+ <mxCell id="e3EnwnzBD0GUl_by_s5y-23" value="create_psi" style="text;html=1;strokeColor=none;fillColor=none;align=center;verticalAlign=middle;whiteSpace=wrap;rounded=0;" parent="1" vertex="1">
+ <mxGeometry x="550" y="470" width="60" height="30" as="geometry" />
+ </mxCell>
+ <mxCell id="e3EnwnzBD0GUl_by_s5y-32" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" parent="1" source="e3EnwnzBD0GUl_by_s5y-31" target="e3EnwnzBD0GUl_by_s5y-6" edge="1">
+ <mxGeometry relative="1" as="geometry" />
+ </mxCell>
+ <mxCell id="e3EnwnzBD0GUl_by_s5y-31" value="iterate" style="text;html=1;strokeColor=none;fillColor=none;align=center;verticalAlign=middle;whiteSpace=wrap;rounded=0;" parent="1" vertex="1">
+ <mxGeometry x="710" y="326" width="60" height="30" as="geometry" />
+ </mxCell>
+ <mxCell id="e3EnwnzBD0GUl_by_s5y-40" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" parent="1" source="e3EnwnzBD0GUl_by_s5y-34" target="e3EnwnzBD0GUl_by_s5y-35" edge="1">
+ <mxGeometry relative="1" as="geometry" />
+ </mxCell>
+ <mxCell id="e3EnwnzBD0GUl_by_s5y-34" value="Psi_der" style="rounded=0;whiteSpace=wrap;html=1;" parent="1" vertex="1">
+ <mxGeometry x="360" y="680" width="120" height="60" as="geometry" />
+ </mxCell>
+ <mxCell id="e3EnwnzBD0GUl_by_s5y-35" value="mean" style="rounded=0;whiteSpace=wrap;html=1;" parent="1" vertex="1">
+ <mxGeometry x="520" y="780" width="120" height="60" as="geometry" />
+ </mxCell>
+ </root>
+ </mxGraphModel>
+ </diagram>
+ <diagram name="Copy of derivative" id="xJSFpoyKBrCgCFPncDz7">
+ <mxGraphModel dx="1206" dy="809" grid="1" gridSize="10" guides="1" tooltips="1" connect="1" arrows="1" fold="1" page="1" pageScale="1" pageWidth="850" pageHeight="1100" math="0" shadow="0">
+ <root>
+ <mxCell id="wREDfEkP3_JfliE58x3s-0" />
+ <mxCell id="wREDfEkP3_JfliE58x3s-1" parent="wREDfEkP3_JfliE58x3s-0" />
+ <mxCell id="wREDfEkP3_JfliE58x3s-2" value="" style="rounded=0;whiteSpace=wrap;html=1;fillColor=#E3E3E3;dashed=1;dashPattern=8 8;" vertex="1" parent="wREDfEkP3_JfliE58x3s-1">
+ <mxGeometry x="170" y="544" width="810" height="90" as="geometry" />
+ </mxCell>
+ <mxCell id="wREDfEkP3_JfliE58x3s-3" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="wREDfEkP3_JfliE58x3s-1" source="wREDfEkP3_JfliE58x3s-4" target="wREDfEkP3_JfliE58x3s-31">
+ <mxGeometry relative="1" as="geometry" />
+ </mxCell>
+ <mxCell id="wREDfEkP3_JfliE58x3s-4" value="univ_p_val_outer" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="wREDfEkP3_JfliE58x3s-1">
+ <mxGeometry x="40" y="456" width="120" height="60" as="geometry" />
+ </mxCell>
+ <mxCell id="wREDfEkP3_JfliE58x3s-5" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" edge="1" parent="wREDfEkP3_JfliE58x3s-1" source="wREDfEkP3_JfliE58x3s-6" target="wREDfEkP3_JfliE58x3s-33">
+ <mxGeometry relative="1" as="geometry" />
+ </mxCell>
+ <mxCell id="wREDfEkP3_JfliE58x3s-6" value="univ_p_val_inner" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="wREDfEkP3_JfliE58x3s-1">
+ <mxGeometry x="520" y="395" width="120" height="60" as="geometry" />
+ </mxCell>
+ <mxCell id="wREDfEkP3_JfliE58x3s-7" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" edge="1" parent="wREDfEkP3_JfliE58x3s-1" source="wREDfEkP3_JfliE58x3s-8" target="wREDfEkP3_JfliE58x3s-29">
+ <mxGeometry relative="1" as="geometry" />
+ </mxCell>
+ <mxCell id="wREDfEkP3_JfliE58x3s-8" value="der_basis_coeffs" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="wREDfEkP3_JfliE58x3s-1">
+ <mxGeometry x="520" y="235" width="120" height="60" as="geometry" />
+ </mxCell>
+ <mxCell id="wREDfEkP3_JfliE58x3s-9" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" edge="1" parent="wREDfEkP3_JfliE58x3s-1" source="wREDfEkP3_JfliE58x3s-10" target="wREDfEkP3_JfliE58x3s-27">
+ <mxGeometry relative="1" as="geometry" />
+ </mxCell>
+ <mxCell id="wREDfEkP3_JfliE58x3s-10" value="basis_coeffs" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="wREDfEkP3_JfliE58x3s-1">
+ <mxGeometry x="40" y="266" width="120" height="60" as="geometry" />
+ </mxCell>
+ <mxCell id="wREDfEkP3_JfliE58x3s-11" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" edge="1" parent="wREDfEkP3_JfliE58x3s-1" source="wREDfEkP3_JfliE58x3s-12" target="wREDfEkP3_JfliE58x3s-31">
+ <mxGeometry relative="1" as="geometry" />
+ </mxCell>
+ <mxCell id="wREDfEkP3_JfliE58x3s-12" value="basis_outer" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="wREDfEkP3_JfliE58x3s-1">
+ <mxGeometry x="200" y="396" width="120" height="60" as="geometry" />
+ </mxCell>
+ <mxCell id="wREDfEkP3_JfliE58x3s-13" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="wREDfEkP3_JfliE58x3s-1" source="wREDfEkP3_JfliE58x3s-14" target="wREDfEkP3_JfliE58x3s-33">
+ <mxGeometry relative="1" as="geometry" />
+ </mxCell>
+ <mxCell id="wREDfEkP3_JfliE58x3s-14" value="basis_inner" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="wREDfEkP3_JfliE58x3s-1">
+ <mxGeometry x="680" y="455" width="120" height="60" as="geometry" />
+ </mxCell>
+ <mxCell id="wREDfEkP3_JfliE58x3s-15" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" edge="1" parent="wREDfEkP3_JfliE58x3s-1" source="wREDfEkP3_JfliE58x3s-16" target="wREDfEkP3_JfliE58x3s-37">
+ <mxGeometry relative="1" as="geometry" />
+ </mxCell>
+ <mxCell id="wREDfEkP3_JfliE58x3s-16" value="Psi_outer" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="wREDfEkP3_JfliE58x3s-1">
+ <mxGeometry x="200" y="560" width="120" height="60" as="geometry" />
+ </mxCell>
+ <mxCell id="wREDfEkP3_JfliE58x3s-17" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" edge="1" parent="wREDfEkP3_JfliE58x3s-1" source="wREDfEkP3_JfliE58x3s-18" target="wREDfEkP3_JfliE58x3s-37">
+ <mxGeometry relative="1" as="geometry" />
+ </mxCell>
+ <mxCell id="wREDfEkP3_JfliE58x3s-18" value="Psi_inner" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="wREDfEkP3_JfliE58x3s-1">
+ <mxGeometry x="520" y="560" width="120" height="60" as="geometry" />
+ </mxCell>
+ <mxCell id="wREDfEkP3_JfliE58x3s-19" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" edge="1" parent="wREDfEkP3_JfliE58x3s-1" source="wREDfEkP3_JfliE58x3s-20" target="wREDfEkP3_JfliE58x3s-37">
+ <mxGeometry relative="1" as="geometry" />
+ </mxCell>
+ <mxCell id="wREDfEkP3_JfliE58x3s-20" value="c_d" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="wREDfEkP3_JfliE58x3s-1">
+ <mxGeometry x="360" y="560" width="120" height="60" as="geometry" />
+ </mxCell>
+ <mxCell id="wREDfEkP3_JfliE58x3s-21" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" edge="1" parent="wREDfEkP3_JfliE58x3s-1" source="wREDfEkP3_JfliE58x3s-22" target="wREDfEkP3_JfliE58x3s-38">
+ <mxGeometry relative="1" as="geometry">
+ <Array as="points">
+ <mxPoint x="900" y="760" />
+ <mxPoint x="580" y="760" />
+ </Array>
+ </mxGeometry>
+ </mxCell>
+ <mxCell id="wREDfEkP3_JfliE58x3s-22" value="c" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="wREDfEkP3_JfliE58x3s-1">
+ <mxGeometry x="840" y="560" width="120" height="60" as="geometry" />
+ </mxCell>
+ <mxCell id="wREDfEkP3_JfliE58x3s-23" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="wREDfEkP3_JfliE58x3s-1" source="wREDfEkP3_JfliE58x3s-25" target="wREDfEkP3_JfliE58x3s-12">
+ <mxGeometry relative="1" as="geometry" />
+ </mxCell>
+ <mxCell id="wREDfEkP3_JfliE58x3s-24" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="wREDfEkP3_JfliE58x3s-1" source="wREDfEkP3_JfliE58x3s-25">
+ <mxGeometry relative="1" as="geometry">
+ <mxPoint x="420" y="559" as="targetPoint" />
+ </mxGeometry>
+ </mxCell>
+ <mxCell id="wREDfEkP3_JfliE58x3s-25" value="iterate" style="text;html=1;strokeColor=none;fillColor=none;align=center;verticalAlign=middle;whiteSpace=wrap;rounded=0;" vertex="1" parent="wREDfEkP3_JfliE58x3s-1">
+ <mxGeometry x="320" y="326" width="60" height="30" as="geometry" />
+ </mxCell>
+ <mxCell id="wREDfEkP3_JfliE58x3s-26" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;entryX=0.5;entryY=0;entryDx=0;entryDy=0;" edge="1" parent="wREDfEkP3_JfliE58x3s-1" source="wREDfEkP3_JfliE58x3s-27" target="wREDfEkP3_JfliE58x3s-4">
+ <mxGeometry relative="1" as="geometry" />
+ </mxCell>
+ <mxCell id="wREDfEkP3_JfliE58x3s-27" value="eval_univ_basis" style="text;html=1;strokeColor=none;fillColor=none;align=center;verticalAlign=middle;whiteSpace=wrap;rounded=0;" vertex="1" parent="wREDfEkP3_JfliE58x3s-1">
+ <mxGeometry x="70" y="376" width="60" height="30" as="geometry" />
+ </mxCell>
+ <mxCell id="wREDfEkP3_JfliE58x3s-28" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" edge="1" parent="wREDfEkP3_JfliE58x3s-1" source="wREDfEkP3_JfliE58x3s-29" target="wREDfEkP3_JfliE58x3s-6">
+ <mxGeometry relative="1" as="geometry" />
+ </mxCell>
+ <mxCell id="wREDfEkP3_JfliE58x3s-29" value="eval_univ_basis" style="text;html=1;strokeColor=none;fillColor=none;align=center;verticalAlign=middle;whiteSpace=wrap;rounded=0;" vertex="1" parent="wREDfEkP3_JfliE58x3s-1">
+ <mxGeometry x="550" y="335" width="60" height="30" as="geometry" />
+ </mxCell>
+ <mxCell id="wREDfEkP3_JfliE58x3s-30" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" edge="1" parent="wREDfEkP3_JfliE58x3s-1" source="wREDfEkP3_JfliE58x3s-31">
+ <mxGeometry relative="1" as="geometry">
+ <mxPoint x="260" y="559" as="targetPoint" />
+ </mxGeometry>
+ </mxCell>
+ <mxCell id="wREDfEkP3_JfliE58x3s-31" value="create_psi" style="text;html=1;strokeColor=none;fillColor=none;align=center;verticalAlign=middle;whiteSpace=wrap;rounded=0;" vertex="1" parent="wREDfEkP3_JfliE58x3s-1">
+ <mxGeometry x="230" y="471" width="60" height="30" as="geometry" />
+ </mxCell>
+ <mxCell id="wREDfEkP3_JfliE58x3s-32" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" edge="1" parent="wREDfEkP3_JfliE58x3s-1" source="wREDfEkP3_JfliE58x3s-33">
+ <mxGeometry relative="1" as="geometry">
+ <mxPoint x="580" y="559" as="targetPoint" />
+ </mxGeometry>
+ </mxCell>
+ <mxCell id="wREDfEkP3_JfliE58x3s-33" value="create_psi" style="text;html=1;strokeColor=none;fillColor=none;align=center;verticalAlign=middle;whiteSpace=wrap;rounded=0;" vertex="1" parent="wREDfEkP3_JfliE58x3s-1">
+ <mxGeometry x="550" y="470" width="60" height="30" as="geometry" />
+ </mxCell>
+ <mxCell id="wREDfEkP3_JfliE58x3s-34" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" edge="1" parent="wREDfEkP3_JfliE58x3s-1" source="wREDfEkP3_JfliE58x3s-35" target="wREDfEkP3_JfliE58x3s-14">
+ <mxGeometry relative="1" as="geometry" />
+ </mxCell>
+ <mxCell id="wREDfEkP3_JfliE58x3s-35" value="iterate" style="text;html=1;strokeColor=none;fillColor=none;align=center;verticalAlign=middle;whiteSpace=wrap;rounded=0;" vertex="1" parent="wREDfEkP3_JfliE58x3s-1">
+ <mxGeometry x="710" y="326" width="60" height="30" as="geometry" />
+ </mxCell>
+ <mxCell id="wREDfEkP3_JfliE58x3s-36" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" edge="1" parent="wREDfEkP3_JfliE58x3s-1" source="wREDfEkP3_JfliE58x3s-37" target="wREDfEkP3_JfliE58x3s-38">
+ <mxGeometry relative="1" as="geometry" />
+ </mxCell>
+ <mxCell id="wREDfEkP3_JfliE58x3s-37" value="Psi_der" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="wREDfEkP3_JfliE58x3s-1">
+ <mxGeometry x="360" y="680" width="120" height="60" as="geometry" />
+ </mxCell>
+ <mxCell id="wREDfEkP3_JfliE58x3s-38" value="mean" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="wREDfEkP3_JfliE58x3s-1">
+ <mxGeometry x="520" y="780" width="120" height="60" as="geometry" />
+ </mxCell>
+ <mxCell id="jVqm14j7d_bFjgbzYsut-1" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" edge="1" parent="wREDfEkP3_JfliE58x3s-1" source="jVqm14j7d_bFjgbzYsut-0" target="wREDfEkP3_JfliE58x3s-8">
+ <mxGeometry relative="1" as="geometry" />
+ </mxCell>
+ <mxCell id="jVqm14j7d_bFjgbzYsut-0" value="polycoeffs" style="rounded=0;whiteSpace=wrap;html=1;fillColor=#f5f5f5;fontColor=#333333;strokeColor=#666666;" vertex="1" parent="wREDfEkP3_JfliE58x3s-1">
+ <mxGeometry x="520" y="120" width="120" height="60" as="geometry" />
+ </mxCell>
+ <mxCell id="jVqm14j7d_bFjgbzYsut-2" value="deriv_params" style="rounded=0;whiteSpace=wrap;html=1;fillColor=#fad7ac;strokeColor=#b46504;" vertex="1" parent="wREDfEkP3_JfliE58x3s-1">
+ <mxGeometry x="770" y="140" width="120" height="60" as="geometry" />
+ </mxCell>
+ </root>
+ </mxGraphModel>
+ </diagram>
+ <diagram name="deriv_allchanges" id="wK9ZtA2TsE7lUbnkvp5O">
+ <mxGraphModel dx="1206" dy="809" grid="1" gridSize="10" guides="1" tooltips="1" connect="1" arrows="1" fold="1" page="1" pageScale="1" pageWidth="850" pageHeight="1100" math="0" shadow="0">
+ <root>
+ <mxCell id="BiSqIUTfGZcniKUXM2DT-0" />
+ <mxCell id="BiSqIUTfGZcniKUXM2DT-1" parent="BiSqIUTfGZcniKUXM2DT-0" />
+ <mxCell id="BiSqIUTfGZcniKUXM2DT-2" value="" style="rounded=0;whiteSpace=wrap;html=1;fillColor=#E3E3E3;dashed=1;dashPattern=8 8;" parent="BiSqIUTfGZcniKUXM2DT-1" vertex="1">
+ <mxGeometry x="170" y="544" width="810" height="90" as="geometry" />
+ </mxCell>
+ <mxCell id="BiSqIUTfGZcniKUXM2DT-3" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" parent="BiSqIUTfGZcniKUXM2DT-1" source="BiSqIUTfGZcniKUXM2DT-4" target="BiSqIUTfGZcniKUXM2DT-31" edge="1">
+ <mxGeometry relative="1" as="geometry" />
+ </mxCell>
+ <mxCell id="BiSqIUTfGZcniKUXM2DT-4" value="univ_p_val_outer" style="rounded=0;whiteSpace=wrap;html=1;" parent="BiSqIUTfGZcniKUXM2DT-1" vertex="1">
+ <mxGeometry x="40" y="456" width="120" height="60" as="geometry" />
+ </mxCell>
+ <mxCell id="BiSqIUTfGZcniKUXM2DT-5" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" parent="BiSqIUTfGZcniKUXM2DT-1" source="BiSqIUTfGZcniKUXM2DT-6" target="BiSqIUTfGZcniKUXM2DT-33" edge="1">
+ <mxGeometry relative="1" as="geometry" />
+ </mxCell>
+ <mxCell id="BiSqIUTfGZcniKUXM2DT-6" value="univ_p_val_inner" style="rounded=0;whiteSpace=wrap;html=1;" parent="BiSqIUTfGZcniKUXM2DT-1" vertex="1">
+ <mxGeometry x="520" y="395" width="120" height="60" as="geometry" />
+ </mxCell>
+ <mxCell id="BiSqIUTfGZcniKUXM2DT-7" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" parent="BiSqIUTfGZcniKUXM2DT-1" source="BiSqIUTfGZcniKUXM2DT-8" target="BiSqIUTfGZcniKUXM2DT-29" edge="1">
+ <mxGeometry relative="1" as="geometry" />
+ </mxCell>
+ <mxCell id="BiSqIUTfGZcniKUXM2DT-8" value="der_basis_coeffs" style="rounded=0;whiteSpace=wrap;html=1;fillColor=#fff2cc;strokeColor=#d6b656;" parent="BiSqIUTfGZcniKUXM2DT-1" vertex="1">
+ <mxGeometry x="520" y="235" width="120" height="60" as="geometry" />
+ </mxCell>
+ <mxCell id="BiSqIUTfGZcniKUXM2DT-9" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" parent="BiSqIUTfGZcniKUXM2DT-1" source="BiSqIUTfGZcniKUXM2DT-10" target="BiSqIUTfGZcniKUXM2DT-27" edge="1">
+ <mxGeometry relative="1" as="geometry" />
+ </mxCell>
+ <mxCell id="BiSqIUTfGZcniKUXM2DT-10" value="basis_coeffs" style="rounded=0;whiteSpace=wrap;html=1;" parent="BiSqIUTfGZcniKUXM2DT-1" vertex="1">
+ <mxGeometry x="40" y="266" width="120" height="60" as="geometry" />
+ </mxCell>
+ <mxCell id="BiSqIUTfGZcniKUXM2DT-11" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" parent="BiSqIUTfGZcniKUXM2DT-1" source="BiSqIUTfGZcniKUXM2DT-12" target="BiSqIUTfGZcniKUXM2DT-31" edge="1">
+ <mxGeometry relative="1" as="geometry" />
+ </mxCell>
+ <mxCell id="BiSqIUTfGZcniKUXM2DT-12" value="basis_outer" style="rounded=0;whiteSpace=wrap;html=1;fillColor=#fff2cc;strokeColor=#d6b656;" parent="BiSqIUTfGZcniKUXM2DT-1" vertex="1">
+ <mxGeometry x="200" y="396" width="120" height="60" as="geometry" />
+ </mxCell>
+ <mxCell id="BiSqIUTfGZcniKUXM2DT-13" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0;exitY=0.5;exitDx=0;exitDy=0;" parent="BiSqIUTfGZcniKUXM2DT-1" source="BiSqIUTfGZcniKUXM2DT-14" target="BiSqIUTfGZcniKUXM2DT-33" edge="1">
+ <mxGeometry relative="1" as="geometry" />
+ </mxCell>
+ <mxCell id="BiSqIUTfGZcniKUXM2DT-14" value="basis_inner" style="rounded=0;whiteSpace=wrap;html=1;fillColor=#fff2cc;strokeColor=#d6b656;" parent="BiSqIUTfGZcniKUXM2DT-1" vertex="1">
+ <mxGeometry x="680" y="455" width="120" height="60" as="geometry" />
+ </mxCell>
+ <mxCell id="BiSqIUTfGZcniKUXM2DT-15" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" parent="BiSqIUTfGZcniKUXM2DT-1" source="BiSqIUTfGZcniKUXM2DT-16" target="BiSqIUTfGZcniKUXM2DT-37" edge="1">
+ <mxGeometry relative="1" as="geometry" />
+ </mxCell>
+ <mxCell id="BiSqIUTfGZcniKUXM2DT-16" value="Psi_outer" style="rounded=0;whiteSpace=wrap;html=1;" parent="BiSqIUTfGZcniKUXM2DT-1" vertex="1">
+ <mxGeometry x="200" y="560" width="120" height="60" as="geometry" />
+ </mxCell>
+ <mxCell id="BiSqIUTfGZcniKUXM2DT-17" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" parent="BiSqIUTfGZcniKUXM2DT-1" source="BiSqIUTfGZcniKUXM2DT-18" target="BiSqIUTfGZcniKUXM2DT-37" edge="1">
+ <mxGeometry relative="1" as="geometry" />
+ </mxCell>
+ <mxCell id="BiSqIUTfGZcniKUXM2DT-18" value="Psi_inner" style="rounded=0;whiteSpace=wrap;html=1;" parent="BiSqIUTfGZcniKUXM2DT-1" vertex="1">
+ <mxGeometry x="520" y="560" width="120" height="60" as="geometry" />
+ </mxCell>
+ <mxCell id="BiSqIUTfGZcniKUXM2DT-19" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" parent="BiSqIUTfGZcniKUXM2DT-1" source="BiSqIUTfGZcniKUXM2DT-20" target="BiSqIUTfGZcniKUXM2DT-37" edge="1">
+ <mxGeometry relative="1" as="geometry" />
+ </mxCell>
+ <mxCell id="BiSqIUTfGZcniKUXM2DT-20" value="c_d" style="rounded=0;whiteSpace=wrap;html=1;" parent="BiSqIUTfGZcniKUXM2DT-1" vertex="1">
+ <mxGeometry x="360" y="560" width="120" height="60" as="geometry" />
+ </mxCell>
+ <mxCell id="BiSqIUTfGZcniKUXM2DT-21" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" parent="BiSqIUTfGZcniKUXM2DT-1" source="BiSqIUTfGZcniKUXM2DT-22" target="BiSqIUTfGZcniKUXM2DT-38" edge="1">
+ <mxGeometry relative="1" as="geometry">
+ <Array as="points">
+ <mxPoint x="900" y="760" />
+ <mxPoint x="580" y="760" />
+ </Array>
+ </mxGeometry>
+ </mxCell>
+ <mxCell id="BiSqIUTfGZcniKUXM2DT-22" value="c" style="rounded=0;whiteSpace=wrap;html=1;fillColor=#f8cecc;strokeColor=#b85450;" parent="BiSqIUTfGZcniKUXM2DT-1" vertex="1">
+ <mxGeometry x="840" y="560" width="120" height="60" as="geometry" />
+ </mxCell>
+ <mxCell id="BiSqIUTfGZcniKUXM2DT-23" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0;exitY=0.5;exitDx=0;exitDy=0;" parent="BiSqIUTfGZcniKUXM2DT-1" source="BiSqIUTfGZcniKUXM2DT-25" target="BiSqIUTfGZcniKUXM2DT-12" edge="1">
+ <mxGeometry relative="1" as="geometry" />
+ </mxCell>
+ <mxCell id="BiSqIUTfGZcniKUXM2DT-24" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" parent="BiSqIUTfGZcniKUXM2DT-1" source="BiSqIUTfGZcniKUXM2DT-25" edge="1">
+ <mxGeometry relative="1" as="geometry">
+ <mxPoint x="420" y="559" as="targetPoint" />
+ </mxGeometry>
+ </mxCell>
+ <mxCell id="BiSqIUTfGZcniKUXM2DT-25" value="iterate" style="text;html=1;strokeColor=none;fillColor=#fff2cc;align=center;verticalAlign=middle;whiteSpace=wrap;rounded=0;" parent="BiSqIUTfGZcniKUXM2DT-1" vertex="1">
+ <mxGeometry x="320" y="326" width="60" height="30" as="geometry" />
+ </mxCell>
+ <mxCell id="BiSqIUTfGZcniKUXM2DT-26" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;entryX=0.5;entryY=0;entryDx=0;entryDy=0;" parent="BiSqIUTfGZcniKUXM2DT-1" source="BiSqIUTfGZcniKUXM2DT-27" target="BiSqIUTfGZcniKUXM2DT-4" edge="1">
+ <mxGeometry relative="1" as="geometry" />
+ </mxCell>
+ <mxCell id="BiSqIUTfGZcniKUXM2DT-27" value="eval_univ_basis" style="text;html=1;strokeColor=none;fillColor=#ffe6cc;align=center;verticalAlign=middle;whiteSpace=wrap;rounded=0;" parent="BiSqIUTfGZcniKUXM2DT-1" vertex="1">
+ <mxGeometry x="50" y="376" width="100" height="30" as="geometry" />
+ </mxCell>
+ <mxCell id="BiSqIUTfGZcniKUXM2DT-28" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" parent="BiSqIUTfGZcniKUXM2DT-1" source="BiSqIUTfGZcniKUXM2DT-29" target="BiSqIUTfGZcniKUXM2DT-6" edge="1">
+ <mxGeometry relative="1" as="geometry" />
+ </mxCell>
+ <mxCell id="BiSqIUTfGZcniKUXM2DT-29" value="eval_univ_basis" style="text;html=1;strokeColor=none;fillColor=#ffe6cc;align=center;verticalAlign=middle;whiteSpace=wrap;rounded=0;" parent="BiSqIUTfGZcniKUXM2DT-1" vertex="1">
+ <mxGeometry x="530" y="335" width="100" height="30" as="geometry" />
+ </mxCell>
+ <mxCell id="BiSqIUTfGZcniKUXM2DT-30" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" parent="BiSqIUTfGZcniKUXM2DT-1" source="BiSqIUTfGZcniKUXM2DT-31" edge="1">
+ <mxGeometry relative="1" as="geometry">
+ <mxPoint x="260" y="559" as="targetPoint" />
+ </mxGeometry>
+ </mxCell>
+ <mxCell id="BiSqIUTfGZcniKUXM2DT-31" value="create_psi" style="text;html=1;strokeColor=none;fillColor=none;align=center;verticalAlign=middle;whiteSpace=wrap;rounded=0;" parent="BiSqIUTfGZcniKUXM2DT-1" vertex="1">
+ <mxGeometry x="230" y="471" width="60" height="30" as="geometry" />
+ </mxCell>
+ <mxCell id="BiSqIUTfGZcniKUXM2DT-32" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" parent="BiSqIUTfGZcniKUXM2DT-1" source="BiSqIUTfGZcniKUXM2DT-33" edge="1">
+ <mxGeometry relative="1" as="geometry">
+ <mxPoint x="580" y="559" as="targetPoint" />
+ </mxGeometry>
+ </mxCell>
+ <mxCell id="BiSqIUTfGZcniKUXM2DT-33" value="create_psi" style="text;html=1;strokeColor=none;fillColor=none;align=center;verticalAlign=middle;whiteSpace=wrap;rounded=0;" parent="BiSqIUTfGZcniKUXM2DT-1" vertex="1">
+ <mxGeometry x="550" y="470" width="60" height="30" as="geometry" />
+ </mxCell>
+ <mxCell id="BiSqIUTfGZcniKUXM2DT-34" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" parent="BiSqIUTfGZcniKUXM2DT-1" source="BiSqIUTfGZcniKUXM2DT-35" target="BiSqIUTfGZcniKUXM2DT-14" edge="1">
+ <mxGeometry relative="1" as="geometry" />
+ </mxCell>
+ <mxCell id="BiSqIUTfGZcniKUXM2DT-35" value="iterate" style="text;html=1;strokeColor=none;fillColor=#fff2cc;align=center;verticalAlign=middle;whiteSpace=wrap;rounded=0;" parent="BiSqIUTfGZcniKUXM2DT-1" vertex="1">
+ <mxGeometry x="710" y="326" width="60" height="30" as="geometry" />
+ </mxCell>
+ <mxCell id="BiSqIUTfGZcniKUXM2DT-36" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" parent="BiSqIUTfGZcniKUXM2DT-1" source="BiSqIUTfGZcniKUXM2DT-37" target="BiSqIUTfGZcniKUXM2DT-38" edge="1">
+ <mxGeometry relative="1" as="geometry" />
+ </mxCell>
+ <mxCell id="BiSqIUTfGZcniKUXM2DT-37" value="Psi_der" style="rounded=0;whiteSpace=wrap;html=1;" parent="BiSqIUTfGZcniKUXM2DT-1" vertex="1">
+ <mxGeometry x="360" y="680" width="120" height="60" as="geometry" />
+ </mxCell>
+ <mxCell id="BiSqIUTfGZcniKUXM2DT-38" value="mean" style="rounded=0;whiteSpace=wrap;html=1;" parent="BiSqIUTfGZcniKUXM2DT-1" vertex="1">
+ <mxGeometry x="520" y="780" width="120" height="60" as="geometry" />
+ </mxCell>
+ </root>
+ </mxGraphModel>
+ </diagram>
+ <diagram name="deriv_keydeg" id="RZ6vIWCPVG0bJ0BFIGZ8">
+ <mxGraphModel dx="1206" dy="809" grid="1" gridSize="10" guides="1" tooltips="1" connect="1" arrows="1" fold="1" page="1" pageScale="1" pageWidth="850" pageHeight="1100" math="0" shadow="0">
+ <root>
+ <mxCell id="109hBaMMAqoZvFjMz6DZ-0" />
+ <mxCell id="109hBaMMAqoZvFjMz6DZ-1" parent="109hBaMMAqoZvFjMz6DZ-0" />
+ <mxCell id="109hBaMMAqoZvFjMz6DZ-2" value="" style="rounded=0;whiteSpace=wrap;html=1;fillColor=#E3E3E3;dashed=1;dashPattern=8 8;" parent="109hBaMMAqoZvFjMz6DZ-1" vertex="1">
+ <mxGeometry x="170" y="544" width="810" height="90" as="geometry" />
+ </mxCell>
+ <mxCell id="109hBaMMAqoZvFjMz6DZ-3" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" parent="109hBaMMAqoZvFjMz6DZ-1" source="109hBaMMAqoZvFjMz6DZ-4" target="109hBaMMAqoZvFjMz6DZ-31" edge="1">
+ <mxGeometry relative="1" as="geometry" />
+ </mxCell>
+ <mxCell id="109hBaMMAqoZvFjMz6DZ-4" value="univ_p_val_outer" style="rounded=0;whiteSpace=wrap;html=1;" parent="109hBaMMAqoZvFjMz6DZ-1" vertex="1">
+ <mxGeometry x="40" y="456" width="120" height="60" as="geometry" />
+ </mxCell>
+ <mxCell id="109hBaMMAqoZvFjMz6DZ-5" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" parent="109hBaMMAqoZvFjMz6DZ-1" source="109hBaMMAqoZvFjMz6DZ-6" target="109hBaMMAqoZvFjMz6DZ-33" edge="1">
+ <mxGeometry relative="1" as="geometry" />
+ </mxCell>
+ <mxCell id="109hBaMMAqoZvFjMz6DZ-6" value="univ_p_val_inner" style="rounded=0;whiteSpace=wrap;html=1;" parent="109hBaMMAqoZvFjMz6DZ-1" vertex="1">
+ <mxGeometry x="520" y="395" width="120" height="60" as="geometry" />
+ </mxCell>
+ <mxCell id="109hBaMMAqoZvFjMz6DZ-7" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" parent="109hBaMMAqoZvFjMz6DZ-1" source="109hBaMMAqoZvFjMz6DZ-8" target="109hBaMMAqoZvFjMz6DZ-29" edge="1">
+ <mxGeometry relative="1" as="geometry" />
+ </mxCell>
+ <mxCell id="109hBaMMAqoZvFjMz6DZ-8" value="der_basis_coeffs" style="rounded=0;whiteSpace=wrap;html=1;fillColor=#fff2cc;strokeColor=#d6b656;" parent="109hBaMMAqoZvFjMz6DZ-1" vertex="1">
+ <mxGeometry x="520" y="235" width="120" height="60" as="geometry" />
+ </mxCell>
+ <mxCell id="109hBaMMAqoZvFjMz6DZ-9" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" parent="109hBaMMAqoZvFjMz6DZ-1" source="109hBaMMAqoZvFjMz6DZ-10" target="109hBaMMAqoZvFjMz6DZ-27" edge="1">
+ <mxGeometry relative="1" as="geometry" />
+ </mxCell>
+ <mxCell id="109hBaMMAqoZvFjMz6DZ-10" value="basis_coeffs" style="rounded=0;whiteSpace=wrap;html=1;" parent="109hBaMMAqoZvFjMz6DZ-1" vertex="1">
+ <mxGeometry x="40" y="266" width="120" height="60" as="geometry" />
+ </mxCell>
+ <mxCell id="109hBaMMAqoZvFjMz6DZ-11" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" parent="109hBaMMAqoZvFjMz6DZ-1" source="109hBaMMAqoZvFjMz6DZ-12" target="109hBaMMAqoZvFjMz6DZ-31" edge="1">
+ <mxGeometry relative="1" as="geometry" />
+ </mxCell>
+ <mxCell id="109hBaMMAqoZvFjMz6DZ-12" value="basis_outer" style="rounded=0;whiteSpace=wrap;html=1;fillColor=#fff2cc;strokeColor=#d6b656;" parent="109hBaMMAqoZvFjMz6DZ-1" vertex="1">
+ <mxGeometry x="200" y="396" width="120" height="60" as="geometry" />
+ </mxCell>
+ <mxCell id="109hBaMMAqoZvFjMz6DZ-13" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0;exitY=0.5;exitDx=0;exitDy=0;" parent="109hBaMMAqoZvFjMz6DZ-1" source="109hBaMMAqoZvFjMz6DZ-14" target="109hBaMMAqoZvFjMz6DZ-33" edge="1">
+ <mxGeometry relative="1" as="geometry" />
+ </mxCell>
+ <mxCell id="109hBaMMAqoZvFjMz6DZ-14" value="basis_inner" style="rounded=0;whiteSpace=wrap;html=1;fillColor=#fff2cc;strokeColor=#d6b656;" parent="109hBaMMAqoZvFjMz6DZ-1" vertex="1">
+ <mxGeometry x="680" y="455" width="120" height="60" as="geometry" />
+ </mxCell>
+ <mxCell id="109hBaMMAqoZvFjMz6DZ-15" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" parent="109hBaMMAqoZvFjMz6DZ-1" source="109hBaMMAqoZvFjMz6DZ-16" target="109hBaMMAqoZvFjMz6DZ-37" edge="1">
+ <mxGeometry relative="1" as="geometry" />
+ </mxCell>
+ <mxCell id="109hBaMMAqoZvFjMz6DZ-16" value="Psi_outer" style="rounded=0;whiteSpace=wrap;html=1;" parent="109hBaMMAqoZvFjMz6DZ-1" vertex="1">
+ <mxGeometry x="200" y="560" width="120" height="60" as="geometry" />
+ </mxCell>
+ <mxCell id="109hBaMMAqoZvFjMz6DZ-17" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" parent="109hBaMMAqoZvFjMz6DZ-1" source="109hBaMMAqoZvFjMz6DZ-18" target="109hBaMMAqoZvFjMz6DZ-37" edge="1">
+ <mxGeometry relative="1" as="geometry" />
+ </mxCell>
+ <mxCell id="109hBaMMAqoZvFjMz6DZ-18" value="Psi_inner" style="rounded=0;whiteSpace=wrap;html=1;" parent="109hBaMMAqoZvFjMz6DZ-1" vertex="1">
+ <mxGeometry x="520" y="560" width="120" height="60" as="geometry" />
+ </mxCell>
+ <mxCell id="109hBaMMAqoZvFjMz6DZ-19" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" parent="109hBaMMAqoZvFjMz6DZ-1" source="109hBaMMAqoZvFjMz6DZ-20" target="109hBaMMAqoZvFjMz6DZ-37" edge="1">
+ <mxGeometry relative="1" as="geometry" />
+ </mxCell>
+ <mxCell id="109hBaMMAqoZvFjMz6DZ-20" value="c_d" style="rounded=0;whiteSpace=wrap;html=1;fillColor=#fff2cc;strokeColor=#d6b656;" parent="109hBaMMAqoZvFjMz6DZ-1" vertex="1">
+ <mxGeometry x="360" y="560" width="120" height="60" as="geometry" />
+ </mxCell>
+ <mxCell id="109hBaMMAqoZvFjMz6DZ-21" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" parent="109hBaMMAqoZvFjMz6DZ-1" source="109hBaMMAqoZvFjMz6DZ-22" target="109hBaMMAqoZvFjMz6DZ-38" edge="1">
+ <mxGeometry relative="1" as="geometry">
+ <Array as="points">
+ <mxPoint x="900" y="760" />
+ <mxPoint x="580" y="760" />
+ </Array>
+ </mxGeometry>
+ </mxCell>
+ <mxCell id="109hBaMMAqoZvFjMz6DZ-22" value="c" style="rounded=0;whiteSpace=wrap;html=1;" parent="109hBaMMAqoZvFjMz6DZ-1" vertex="1">
+ <mxGeometry x="840" y="560" width="120" height="60" as="geometry" />
+ </mxCell>
+ <mxCell id="109hBaMMAqoZvFjMz6DZ-23" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0;exitY=0.5;exitDx=0;exitDy=0;" parent="109hBaMMAqoZvFjMz6DZ-1" source="109hBaMMAqoZvFjMz6DZ-25" target="109hBaMMAqoZvFjMz6DZ-12" edge="1">
+ <mxGeometry relative="1" as="geometry" />
+ </mxCell>
+ <mxCell id="109hBaMMAqoZvFjMz6DZ-24" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" parent="109hBaMMAqoZvFjMz6DZ-1" source="109hBaMMAqoZvFjMz6DZ-25" edge="1">
+ <mxGeometry relative="1" as="geometry">
+ <mxPoint x="420" y="559" as="targetPoint" />
+ </mxGeometry>
+ </mxCell>
+ <mxCell id="109hBaMMAqoZvFjMz6DZ-25" value="iterate" style="text;html=1;strokeColor=none;fillColor=#fff2cc;align=center;verticalAlign=middle;whiteSpace=wrap;rounded=0;" parent="109hBaMMAqoZvFjMz6DZ-1" vertex="1">
+ <mxGeometry x="320" y="326" width="60" height="30" as="geometry" />
+ </mxCell>
+ <mxCell id="109hBaMMAqoZvFjMz6DZ-26" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;entryX=0.5;entryY=0;entryDx=0;entryDy=0;" parent="109hBaMMAqoZvFjMz6DZ-1" source="109hBaMMAqoZvFjMz6DZ-27" target="109hBaMMAqoZvFjMz6DZ-4" edge="1">
+ <mxGeometry relative="1" as="geometry" />
+ </mxCell>
+ <mxCell id="109hBaMMAqoZvFjMz6DZ-27" value="eval_univ_basis" style="text;html=1;strokeColor=none;fillColor=none;align=center;verticalAlign=middle;whiteSpace=wrap;rounded=0;" parent="109hBaMMAqoZvFjMz6DZ-1" vertex="1">
+ <mxGeometry x="70" y="376" width="60" height="30" as="geometry" />
+ </mxCell>
+ <mxCell id="109hBaMMAqoZvFjMz6DZ-28" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" parent="109hBaMMAqoZvFjMz6DZ-1" source="109hBaMMAqoZvFjMz6DZ-29" target="109hBaMMAqoZvFjMz6DZ-6" edge="1">
+ <mxGeometry relative="1" as="geometry" />
+ </mxCell>
+ <mxCell id="109hBaMMAqoZvFjMz6DZ-29" value="eval_univ_basis" style="text;html=1;strokeColor=none;fillColor=none;align=center;verticalAlign=middle;whiteSpace=wrap;rounded=0;" parent="109hBaMMAqoZvFjMz6DZ-1" vertex="1">
+ <mxGeometry x="550" y="335" width="60" height="30" as="geometry" />
+ </mxCell>
+ <mxCell id="109hBaMMAqoZvFjMz6DZ-30" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" parent="109hBaMMAqoZvFjMz6DZ-1" source="109hBaMMAqoZvFjMz6DZ-31" edge="1">
+ <mxGeometry relative="1" as="geometry">
+ <mxPoint x="260" y="559" as="targetPoint" />
+ </mxGeometry>
+ </mxCell>
+ <mxCell id="109hBaMMAqoZvFjMz6DZ-31" value="create_psi" style="text;html=1;strokeColor=none;fillColor=none;align=center;verticalAlign=middle;whiteSpace=wrap;rounded=0;" parent="109hBaMMAqoZvFjMz6DZ-1" vertex="1">
+ <mxGeometry x="230" y="471" width="60" height="30" as="geometry" />
+ </mxCell>
+ <mxCell id="109hBaMMAqoZvFjMz6DZ-32" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" parent="109hBaMMAqoZvFjMz6DZ-1" source="109hBaMMAqoZvFjMz6DZ-33" edge="1">
+ <mxGeometry relative="1" as="geometry">
+ <mxPoint x="580" y="559" as="targetPoint" />
+ </mxGeometry>
+ </mxCell>
+ <mxCell id="109hBaMMAqoZvFjMz6DZ-33" value="create_psi" style="text;html=1;strokeColor=none;fillColor=none;align=center;verticalAlign=middle;whiteSpace=wrap;rounded=0;" parent="109hBaMMAqoZvFjMz6DZ-1" vertex="1">
+ <mxGeometry x="550" y="470" width="60" height="30" as="geometry" />
+ </mxCell>
+ <mxCell id="109hBaMMAqoZvFjMz6DZ-34" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" parent="109hBaMMAqoZvFjMz6DZ-1" source="109hBaMMAqoZvFjMz6DZ-35" target="109hBaMMAqoZvFjMz6DZ-14" edge="1">
+ <mxGeometry relative="1" as="geometry" />
+ </mxCell>
+ <mxCell id="109hBaMMAqoZvFjMz6DZ-35" value="iterate" style="text;html=1;strokeColor=none;fillColor=#fff2cc;align=center;verticalAlign=middle;whiteSpace=wrap;rounded=0;" parent="109hBaMMAqoZvFjMz6DZ-1" vertex="1">
+ <mxGeometry x="710" y="326" width="60" height="30" as="geometry" />
+ </mxCell>
+ <mxCell id="109hBaMMAqoZvFjMz6DZ-36" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" parent="109hBaMMAqoZvFjMz6DZ-1" source="109hBaMMAqoZvFjMz6DZ-37" target="109hBaMMAqoZvFjMz6DZ-38" edge="1">
+ <mxGeometry relative="1" as="geometry" />
+ </mxCell>
+ <mxCell id="109hBaMMAqoZvFjMz6DZ-37" value="Psi_der" style="rounded=0;whiteSpace=wrap;html=1;" parent="109hBaMMAqoZvFjMz6DZ-1" vertex="1">
+ <mxGeometry x="360" y="680" width="120" height="60" as="geometry" />
+ </mxCell>
+ <mxCell id="109hBaMMAqoZvFjMz6DZ-38" value="mean" style="rounded=0;whiteSpace=wrap;html=1;" parent="109hBaMMAqoZvFjMz6DZ-1" vertex="1">
+ <mxGeometry x="520" y="780" width="120" height="60" as="geometry" />
+ </mxCell>
+ </root>
+ </mxGraphModel>
+ </diagram>
+ <diagram name="deriv_inputs" id="evXRxVS1bCzbMgKBmUkY">
+ <mxGraphModel dx="1206" dy="809" grid="1" gridSize="10" guides="1" tooltips="1" connect="1" arrows="1" fold="1" page="1" pageScale="1" pageWidth="850" pageHeight="1100" math="0" shadow="0">
+ <root>
+ <mxCell id="79biSsjHwiygEgrhkQZj-0" />
+ <mxCell id="79biSsjHwiygEgrhkQZj-1" parent="79biSsjHwiygEgrhkQZj-0" />
+ <mxCell id="79biSsjHwiygEgrhkQZj-2" value="" style="rounded=0;whiteSpace=wrap;html=1;fillColor=#E3E3E3;dashed=1;dashPattern=8 8;" parent="79biSsjHwiygEgrhkQZj-1" vertex="1">
+ <mxGeometry x="170" y="544" width="810" height="90" as="geometry" />
+ </mxCell>
+ <mxCell id="79biSsjHwiygEgrhkQZj-3" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" parent="79biSsjHwiygEgrhkQZj-1" source="79biSsjHwiygEgrhkQZj-4" target="79biSsjHwiygEgrhkQZj-31" edge="1">
+ <mxGeometry relative="1" as="geometry" />
+ </mxCell>
+ <mxCell id="79biSsjHwiygEgrhkQZj-4" value="univ_p_val_outer" style="rounded=0;whiteSpace=wrap;html=1;" parent="79biSsjHwiygEgrhkQZj-1" vertex="1">
+ <mxGeometry x="40" y="456" width="120" height="60" as="geometry" />
+ </mxCell>
+ <mxCell id="79biSsjHwiygEgrhkQZj-5" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" parent="79biSsjHwiygEgrhkQZj-1" source="79biSsjHwiygEgrhkQZj-6" target="79biSsjHwiygEgrhkQZj-33" edge="1">
+ <mxGeometry relative="1" as="geometry" />
+ </mxCell>
+ <mxCell id="79biSsjHwiygEgrhkQZj-6" value="univ_p_val_inner" style="rounded=0;whiteSpace=wrap;html=1;" parent="79biSsjHwiygEgrhkQZj-1" vertex="1">
+ <mxGeometry x="520" y="395" width="120" height="60" as="geometry" />
+ </mxCell>
+ <mxCell id="79biSsjHwiygEgrhkQZj-7" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" parent="79biSsjHwiygEgrhkQZj-1" source="79biSsjHwiygEgrhkQZj-8" target="79biSsjHwiygEgrhkQZj-29" edge="1">
+ <mxGeometry relative="1" as="geometry" />
+ </mxCell>
+ <mxCell id="79biSsjHwiygEgrhkQZj-8" value="der_basis_coeffs" style="rounded=0;whiteSpace=wrap;html=1;" parent="79biSsjHwiygEgrhkQZj-1" vertex="1">
+ <mxGeometry x="520" y="235" width="120" height="60" as="geometry" />
+ </mxCell>
+ <mxCell id="79biSsjHwiygEgrhkQZj-9" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" parent="79biSsjHwiygEgrhkQZj-1" source="79biSsjHwiygEgrhkQZj-10" target="79biSsjHwiygEgrhkQZj-27" edge="1">
+ <mxGeometry relative="1" as="geometry" />
+ </mxCell>
+ <mxCell id="79biSsjHwiygEgrhkQZj-10" value="basis_coeffs" style="rounded=0;whiteSpace=wrap;html=1;" parent="79biSsjHwiygEgrhkQZj-1" vertex="1">
+ <mxGeometry x="40" y="266" width="120" height="60" as="geometry" />
+ </mxCell>
+ <mxCell id="79biSsjHwiygEgrhkQZj-11" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" parent="79biSsjHwiygEgrhkQZj-1" source="79biSsjHwiygEgrhkQZj-12" target="79biSsjHwiygEgrhkQZj-31" edge="1">
+ <mxGeometry relative="1" as="geometry" />
+ </mxCell>
+ <mxCell id="79biSsjHwiygEgrhkQZj-12" value="basis_outer" style="rounded=0;whiteSpace=wrap;html=1;" parent="79biSsjHwiygEgrhkQZj-1" vertex="1">
+ <mxGeometry x="200" y="396" width="120" height="60" as="geometry" />
+ </mxCell>
+ <mxCell id="79biSsjHwiygEgrhkQZj-13" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0;exitY=0.5;exitDx=0;exitDy=0;" parent="79biSsjHwiygEgrhkQZj-1" source="79biSsjHwiygEgrhkQZj-14" target="79biSsjHwiygEgrhkQZj-33" edge="1">
+ <mxGeometry relative="1" as="geometry" />
+ </mxCell>
+ <mxCell id="79biSsjHwiygEgrhkQZj-14" value="basis_inner" style="rounded=0;whiteSpace=wrap;html=1;" parent="79biSsjHwiygEgrhkQZj-1" vertex="1">
+ <mxGeometry x="680" y="455" width="120" height="60" as="geometry" />
+ </mxCell>
+ <mxCell id="79biSsjHwiygEgrhkQZj-15" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" parent="79biSsjHwiygEgrhkQZj-1" source="79biSsjHwiygEgrhkQZj-16" target="79biSsjHwiygEgrhkQZj-37" edge="1">
+ <mxGeometry relative="1" as="geometry" />
+ </mxCell>
+ <mxCell id="79biSsjHwiygEgrhkQZj-16" value="Psi_outer" style="rounded=0;whiteSpace=wrap;html=1;" parent="79biSsjHwiygEgrhkQZj-1" vertex="1">
+ <mxGeometry x="200" y="560" width="120" height="60" as="geometry" />
+ </mxCell>
+ <mxCell id="79biSsjHwiygEgrhkQZj-17" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" parent="79biSsjHwiygEgrhkQZj-1" source="79biSsjHwiygEgrhkQZj-18" target="79biSsjHwiygEgrhkQZj-37" edge="1">
+ <mxGeometry relative="1" as="geometry" />
+ </mxCell>
+ <mxCell id="79biSsjHwiygEgrhkQZj-18" value="Psi_inner" style="rounded=0;whiteSpace=wrap;html=1;" parent="79biSsjHwiygEgrhkQZj-1" vertex="1">
+ <mxGeometry x="520" y="560" width="120" height="60" as="geometry" />
+ </mxCell>
+ <mxCell id="79biSsjHwiygEgrhkQZj-19" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" parent="79biSsjHwiygEgrhkQZj-1" source="79biSsjHwiygEgrhkQZj-20" target="79biSsjHwiygEgrhkQZj-37" edge="1">
+ <mxGeometry relative="1" as="geometry" />
+ </mxCell>
+ <mxCell id="79biSsjHwiygEgrhkQZj-20" value="c_d" style="rounded=0;whiteSpace=wrap;html=1;" parent="79biSsjHwiygEgrhkQZj-1" vertex="1">
+ <mxGeometry x="360" y="560" width="120" height="60" as="geometry" />
+ </mxCell>
+ <mxCell id="79biSsjHwiygEgrhkQZj-21" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" parent="79biSsjHwiygEgrhkQZj-1" source="79biSsjHwiygEgrhkQZj-22" target="79biSsjHwiygEgrhkQZj-38" edge="1">
+ <mxGeometry relative="1" as="geometry">
+ <Array as="points">
+ <mxPoint x="900" y="760" />
+ <mxPoint x="580" y="760" />
+ </Array>
+ </mxGeometry>
+ </mxCell>
+ <mxCell id="79biSsjHwiygEgrhkQZj-22" value="c" style="rounded=0;whiteSpace=wrap;html=1;" parent="79biSsjHwiygEgrhkQZj-1" vertex="1">
+ <mxGeometry x="840" y="560" width="120" height="60" as="geometry" />
+ </mxCell>
+ <mxCell id="79biSsjHwiygEgrhkQZj-23" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0;exitY=0.5;exitDx=0;exitDy=0;" parent="79biSsjHwiygEgrhkQZj-1" source="79biSsjHwiygEgrhkQZj-25" target="79biSsjHwiygEgrhkQZj-12" edge="1">
+ <mxGeometry relative="1" as="geometry" />
+ </mxCell>
+ <mxCell id="79biSsjHwiygEgrhkQZj-24" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" parent="79biSsjHwiygEgrhkQZj-1" source="79biSsjHwiygEgrhkQZj-25" edge="1">
+ <mxGeometry relative="1" as="geometry">
+ <mxPoint x="420" y="559" as="targetPoint" />
+ </mxGeometry>
+ </mxCell>
+ <mxCell id="79biSsjHwiygEgrhkQZj-25" value="iterate" style="text;html=1;strokeColor=none;fillColor=none;align=center;verticalAlign=middle;whiteSpace=wrap;rounded=0;" parent="79biSsjHwiygEgrhkQZj-1" vertex="1">
+ <mxGeometry x="320" y="326" width="60" height="30" as="geometry" />
+ </mxCell>
+ <mxCell id="79biSsjHwiygEgrhkQZj-26" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;entryX=0.5;entryY=0;entryDx=0;entryDy=0;" parent="79biSsjHwiygEgrhkQZj-1" source="79biSsjHwiygEgrhkQZj-27" target="79biSsjHwiygEgrhkQZj-4" edge="1">
+ <mxGeometry relative="1" as="geometry" />
+ </mxCell>
+ <mxCell id="79biSsjHwiygEgrhkQZj-27" value="eval_univ_basis" style="text;html=1;strokeColor=none;fillColor=#ffe6cc;align=center;verticalAlign=middle;whiteSpace=wrap;rounded=0;" parent="79biSsjHwiygEgrhkQZj-1" vertex="1">
+ <mxGeometry x="50" y="376" width="100" height="30" as="geometry" />
+ </mxCell>
+ <mxCell id="79biSsjHwiygEgrhkQZj-28" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" parent="79biSsjHwiygEgrhkQZj-1" source="79biSsjHwiygEgrhkQZj-29" target="79biSsjHwiygEgrhkQZj-6" edge="1">
+ <mxGeometry relative="1" as="geometry" />
+ </mxCell>
+ <mxCell id="79biSsjHwiygEgrhkQZj-29" value="eval_univ_basis" style="text;html=1;strokeColor=none;fillColor=#ffe6cc;align=center;verticalAlign=middle;whiteSpace=wrap;rounded=0;" parent="79biSsjHwiygEgrhkQZj-1" vertex="1">
+ <mxGeometry x="530" y="326" width="100" height="30" as="geometry" />
+ </mxCell>
+ <mxCell id="79biSsjHwiygEgrhkQZj-30" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" parent="79biSsjHwiygEgrhkQZj-1" source="79biSsjHwiygEgrhkQZj-31" edge="1">
+ <mxGeometry relative="1" as="geometry">
+ <mxPoint x="260" y="559" as="targetPoint" />
+ </mxGeometry>
+ </mxCell>
+ <mxCell id="79biSsjHwiygEgrhkQZj-31" value="create_psi" style="text;html=1;strokeColor=none;fillColor=none;align=center;verticalAlign=middle;whiteSpace=wrap;rounded=0;" parent="79biSsjHwiygEgrhkQZj-1" vertex="1">
+ <mxGeometry x="230" y="471" width="60" height="30" as="geometry" />
+ </mxCell>
+ <mxCell id="79biSsjHwiygEgrhkQZj-32" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" parent="79biSsjHwiygEgrhkQZj-1" source="79biSsjHwiygEgrhkQZj-33" edge="1">
+ <mxGeometry relative="1" as="geometry">
+ <mxPoint x="580" y="559" as="targetPoint" />
+ </mxGeometry>
+ </mxCell>
+ <mxCell id="79biSsjHwiygEgrhkQZj-33" value="create_psi" style="text;html=1;strokeColor=none;fillColor=none;align=center;verticalAlign=middle;whiteSpace=wrap;rounded=0;" parent="79biSsjHwiygEgrhkQZj-1" vertex="1">
+ <mxGeometry x="550" y="470" width="60" height="30" as="geometry" />
+ </mxCell>
+ <mxCell id="79biSsjHwiygEgrhkQZj-34" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" parent="79biSsjHwiygEgrhkQZj-1" source="79biSsjHwiygEgrhkQZj-35" target="79biSsjHwiygEgrhkQZj-14" edge="1">
+ <mxGeometry relative="1" as="geometry" />
+ </mxCell>
+ <mxCell id="79biSsjHwiygEgrhkQZj-35" value="iterate" style="text;html=1;strokeColor=none;fillColor=none;align=center;verticalAlign=middle;whiteSpace=wrap;rounded=0;" parent="79biSsjHwiygEgrhkQZj-1" vertex="1">
+ <mxGeometry x="710" y="326" width="60" height="30" as="geometry" />
+ </mxCell>
+ <mxCell id="79biSsjHwiygEgrhkQZj-36" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" parent="79biSsjHwiygEgrhkQZj-1" source="79biSsjHwiygEgrhkQZj-37" target="79biSsjHwiygEgrhkQZj-38" edge="1">
+ <mxGeometry relative="1" as="geometry" />
+ </mxCell>
+ <mxCell id="79biSsjHwiygEgrhkQZj-37" value="Psi_der" style="rounded=0;whiteSpace=wrap;html=1;" parent="79biSsjHwiygEgrhkQZj-1" vertex="1">
+ <mxGeometry x="360" y="680" width="120" height="60" as="geometry" />
+ </mxCell>
+ <mxCell id="79biSsjHwiygEgrhkQZj-38" value="mean" style="rounded=0;whiteSpace=wrap;html=1;" parent="79biSsjHwiygEgrhkQZj-1" vertex="1">
+ <mxGeometry x="520" y="780" width="120" height="60" as="geometry" />
+ </mxCell>
+ </root>
+ </mxGraphModel>
+ </diagram>
+ <diagram name="deriv_coeff" id="uxsK-h3lGEPC_on23bA5">
+ <mxGraphModel dx="1206" dy="808" grid="1" gridSize="10" guides="1" tooltips="1" connect="1" arrows="1" fold="1" page="1" pageScale="1" pageWidth="850" pageHeight="1100" math="0" shadow="0">
+ <root>
+ <mxCell id="UF78KBwakN3fTOFFaFnZ-0" />
+ <mxCell id="UF78KBwakN3fTOFFaFnZ-1" parent="UF78KBwakN3fTOFFaFnZ-0" />
+ <mxCell id="UF78KBwakN3fTOFFaFnZ-2" value="" style="rounded=0;whiteSpace=wrap;html=1;fillColor=#E3E3E3;dashed=1;dashPattern=8 8;" parent="UF78KBwakN3fTOFFaFnZ-1" vertex="1">
+ <mxGeometry x="170" y="544" width="810" height="90" as="geometry" />
+ </mxCell>
+ <mxCell id="UF78KBwakN3fTOFFaFnZ-3" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" parent="UF78KBwakN3fTOFFaFnZ-1" source="UF78KBwakN3fTOFFaFnZ-4" target="UF78KBwakN3fTOFFaFnZ-31" edge="1">
+ <mxGeometry relative="1" as="geometry" />
+ </mxCell>
+ <mxCell id="UF78KBwakN3fTOFFaFnZ-4" value="univ_p_val_outer" style="rounded=0;whiteSpace=wrap;html=1;" parent="UF78KBwakN3fTOFFaFnZ-1" vertex="1">
+ <mxGeometry x="40" y="456" width="120" height="60" as="geometry" />
+ </mxCell>
+ <mxCell id="UF78KBwakN3fTOFFaFnZ-5" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" parent="UF78KBwakN3fTOFFaFnZ-1" source="UF78KBwakN3fTOFFaFnZ-6" target="UF78KBwakN3fTOFFaFnZ-33" edge="1">
+ <mxGeometry relative="1" as="geometry" />
+ </mxCell>
+ <mxCell id="UF78KBwakN3fTOFFaFnZ-6" value="univ_p_val_inner" style="rounded=0;whiteSpace=wrap;html=1;" parent="UF78KBwakN3fTOFFaFnZ-1" vertex="1">
+ <mxGeometry x="520" y="395" width="120" height="60" as="geometry" />
+ </mxCell>
+ <mxCell id="UF78KBwakN3fTOFFaFnZ-7" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" parent="UF78KBwakN3fTOFFaFnZ-1" source="UF78KBwakN3fTOFFaFnZ-8" target="UF78KBwakN3fTOFFaFnZ-29" edge="1">
+ <mxGeometry relative="1" as="geometry" />
+ </mxCell>
+ <mxCell id="UF78KBwakN3fTOFFaFnZ-8" value="der_basis_coeffs" style="rounded=0;whiteSpace=wrap;html=1;" parent="UF78KBwakN3fTOFFaFnZ-1" vertex="1">
+ <mxGeometry x="520" y="235" width="120" height="60" as="geometry" />
+ </mxCell>
+ <mxCell id="UF78KBwakN3fTOFFaFnZ-9" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" parent="UF78KBwakN3fTOFFaFnZ-1" source="UF78KBwakN3fTOFFaFnZ-10" target="UF78KBwakN3fTOFFaFnZ-27" edge="1">
+ <mxGeometry relative="1" as="geometry" />
+ </mxCell>
+ <mxCell id="UF78KBwakN3fTOFFaFnZ-10" value="basis_coeffs" style="rounded=0;whiteSpace=wrap;html=1;" parent="UF78KBwakN3fTOFFaFnZ-1" vertex="1">
+ <mxGeometry x="40" y="266" width="120" height="60" as="geometry" />
+ </mxCell>
+ <mxCell id="UF78KBwakN3fTOFFaFnZ-11" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" parent="UF78KBwakN3fTOFFaFnZ-1" source="UF78KBwakN3fTOFFaFnZ-12" target="UF78KBwakN3fTOFFaFnZ-31" edge="1">
+ <mxGeometry relative="1" as="geometry" />
+ </mxCell>
+ <mxCell id="UF78KBwakN3fTOFFaFnZ-12" value="basis_outer" style="rounded=0;whiteSpace=wrap;html=1;" parent="UF78KBwakN3fTOFFaFnZ-1" vertex="1">
+ <mxGeometry x="200" y="396" width="120" height="60" as="geometry" />
+ </mxCell>
+ <mxCell id="UF78KBwakN3fTOFFaFnZ-13" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0;exitY=0.5;exitDx=0;exitDy=0;" parent="UF78KBwakN3fTOFFaFnZ-1" source="UF78KBwakN3fTOFFaFnZ-14" target="UF78KBwakN3fTOFFaFnZ-33" edge="1">
+ <mxGeometry relative="1" as="geometry" />
+ </mxCell>
+ <mxCell id="UF78KBwakN3fTOFFaFnZ-14" value="basis_inner" style="rounded=0;whiteSpace=wrap;html=1;" parent="UF78KBwakN3fTOFFaFnZ-1" vertex="1">
+ <mxGeometry x="680" y="455" width="120" height="60" as="geometry" />
+ </mxCell>
+ <mxCell id="UF78KBwakN3fTOFFaFnZ-15" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" parent="UF78KBwakN3fTOFFaFnZ-1" source="UF78KBwakN3fTOFFaFnZ-16" target="UF78KBwakN3fTOFFaFnZ-37" edge="1">
+ <mxGeometry relative="1" as="geometry" />
+ </mxCell>
+ <mxCell id="UF78KBwakN3fTOFFaFnZ-16" value="Psi_outer" style="rounded=0;whiteSpace=wrap;html=1;" parent="UF78KBwakN3fTOFFaFnZ-1" vertex="1">
+ <mxGeometry x="200" y="560" width="120" height="60" as="geometry" />
+ </mxCell>
+ <mxCell id="UF78KBwakN3fTOFFaFnZ-17" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" parent="UF78KBwakN3fTOFFaFnZ-1" source="UF78KBwakN3fTOFFaFnZ-18" target="UF78KBwakN3fTOFFaFnZ-37" edge="1">
+ <mxGeometry relative="1" as="geometry" />
+ </mxCell>
+ <mxCell id="UF78KBwakN3fTOFFaFnZ-18" value="Psi_inner" style="rounded=0;whiteSpace=wrap;html=1;" parent="UF78KBwakN3fTOFFaFnZ-1" vertex="1">
+ <mxGeometry x="520" y="560" width="120" height="60" as="geometry" />
+ </mxCell>
+ <mxCell id="UF78KBwakN3fTOFFaFnZ-19" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" parent="UF78KBwakN3fTOFFaFnZ-1" source="UF78KBwakN3fTOFFaFnZ-20" target="UF78KBwakN3fTOFFaFnZ-37" edge="1">
+ <mxGeometry relative="1" as="geometry" />
+ </mxCell>
+ <mxCell id="UF78KBwakN3fTOFFaFnZ-20" value="c_d" style="rounded=0;whiteSpace=wrap;html=1;" parent="UF78KBwakN3fTOFFaFnZ-1" vertex="1">
+ <mxGeometry x="360" y="560" width="120" height="60" as="geometry" />
+ </mxCell>
+ <mxCell id="UF78KBwakN3fTOFFaFnZ-21" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" parent="UF78KBwakN3fTOFFaFnZ-1" source="UF78KBwakN3fTOFFaFnZ-22" target="UF78KBwakN3fTOFFaFnZ-38" edge="1">
+ <mxGeometry relative="1" as="geometry">
+ <Array as="points">
+ <mxPoint x="900" y="760" />
+ <mxPoint x="580" y="760" />
+ </Array>
+ </mxGeometry>
+ </mxCell>
+ <mxCell id="UF78KBwakN3fTOFFaFnZ-22" value="c" style="rounded=0;whiteSpace=wrap;html=1;fillColor=#f8cecc;strokeColor=#b85450;" parent="UF78KBwakN3fTOFFaFnZ-1" vertex="1">
+ <mxGeometry x="840" y="560" width="120" height="60" as="geometry" />
+ </mxCell>
+ <mxCell id="UF78KBwakN3fTOFFaFnZ-23" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0;exitY=0.5;exitDx=0;exitDy=0;" parent="UF78KBwakN3fTOFFaFnZ-1" source="UF78KBwakN3fTOFFaFnZ-25" target="UF78KBwakN3fTOFFaFnZ-12" edge="1">
+ <mxGeometry relative="1" as="geometry" />
+ </mxCell>
+ <mxCell id="UF78KBwakN3fTOFFaFnZ-24" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" parent="UF78KBwakN3fTOFFaFnZ-1" source="UF78KBwakN3fTOFFaFnZ-25" edge="1">
+ <mxGeometry relative="1" as="geometry">
+ <mxPoint x="420" y="559" as="targetPoint" />
+ </mxGeometry>
+ </mxCell>
+ <mxCell id="UF78KBwakN3fTOFFaFnZ-25" value="iterate" style="text;html=1;strokeColor=none;fillColor=none;align=center;verticalAlign=middle;whiteSpace=wrap;rounded=0;" parent="UF78KBwakN3fTOFFaFnZ-1" vertex="1">
+ <mxGeometry x="320" y="326" width="60" height="30" as="geometry" />
+ </mxCell>
+ <mxCell id="UF78KBwakN3fTOFFaFnZ-26" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;entryX=0.5;entryY=0;entryDx=0;entryDy=0;" parent="UF78KBwakN3fTOFFaFnZ-1" source="UF78KBwakN3fTOFFaFnZ-27" target="UF78KBwakN3fTOFFaFnZ-4" edge="1">
+ <mxGeometry relative="1" as="geometry" />
+ </mxCell>
+ <mxCell id="UF78KBwakN3fTOFFaFnZ-27" value="eval_univ_basis" style="text;html=1;strokeColor=none;fillColor=none;align=center;verticalAlign=middle;whiteSpace=wrap;rounded=0;" parent="UF78KBwakN3fTOFFaFnZ-1" vertex="1">
+ <mxGeometry x="70" y="376" width="60" height="30" as="geometry" />
+ </mxCell>
+ <mxCell id="UF78KBwakN3fTOFFaFnZ-28" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" parent="UF78KBwakN3fTOFFaFnZ-1" source="UF78KBwakN3fTOFFaFnZ-29" target="UF78KBwakN3fTOFFaFnZ-6" edge="1">
+ <mxGeometry relative="1" as="geometry" />
+ </mxCell>
+ <mxCell id="UF78KBwakN3fTOFFaFnZ-29" value="eval_univ_basis" style="text;html=1;strokeColor=none;fillColor=none;align=center;verticalAlign=middle;whiteSpace=wrap;rounded=0;" parent="UF78KBwakN3fTOFFaFnZ-1" vertex="1">
+ <mxGeometry x="550" y="335" width="60" height="30" as="geometry" />
+ </mxCell>
+ <mxCell id="UF78KBwakN3fTOFFaFnZ-30" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" parent="UF78KBwakN3fTOFFaFnZ-1" source="UF78KBwakN3fTOFFaFnZ-31" edge="1">
+ <mxGeometry relative="1" as="geometry">
+ <mxPoint x="260" y="559" as="targetPoint" />
+ </mxGeometry>
+ </mxCell>
+ <mxCell id="UF78KBwakN3fTOFFaFnZ-31" value="create_psi" style="text;html=1;strokeColor=none;fillColor=none;align=center;verticalAlign=middle;whiteSpace=wrap;rounded=0;" parent="UF78KBwakN3fTOFFaFnZ-1" vertex="1">
+ <mxGeometry x="230" y="471" width="60" height="30" as="geometry" />
+ </mxCell>
+ <mxCell id="UF78KBwakN3fTOFFaFnZ-32" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" parent="UF78KBwakN3fTOFFaFnZ-1" source="UF78KBwakN3fTOFFaFnZ-33" edge="1">
+ <mxGeometry relative="1" as="geometry">
+ <mxPoint x="580" y="559" as="targetPoint" />
+ </mxGeometry>
+ </mxCell>
+ <mxCell id="UF78KBwakN3fTOFFaFnZ-33" value="create_psi" style="text;html=1;strokeColor=none;fillColor=none;align=center;verticalAlign=middle;whiteSpace=wrap;rounded=0;" parent="UF78KBwakN3fTOFFaFnZ-1" vertex="1">
+ <mxGeometry x="550" y="470" width="60" height="30" as="geometry" />
+ </mxCell>
+ <mxCell id="UF78KBwakN3fTOFFaFnZ-34" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" parent="UF78KBwakN3fTOFFaFnZ-1" source="UF78KBwakN3fTOFFaFnZ-35" target="UF78KBwakN3fTOFFaFnZ-14" edge="1">
+ <mxGeometry relative="1" as="geometry" />
+ </mxCell>
+ <mxCell id="UF78KBwakN3fTOFFaFnZ-35" value="iterate" style="text;html=1;strokeColor=none;fillColor=none;align=center;verticalAlign=middle;whiteSpace=wrap;rounded=0;" parent="UF78KBwakN3fTOFFaFnZ-1" vertex="1">
+ <mxGeometry x="710" y="326" width="60" height="30" as="geometry" />
+ </mxCell>
+ <mxCell id="UF78KBwakN3fTOFFaFnZ-36" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" parent="UF78KBwakN3fTOFFaFnZ-1" source="UF78KBwakN3fTOFFaFnZ-37" target="UF78KBwakN3fTOFFaFnZ-38" edge="1">
+ <mxGeometry relative="1" as="geometry" />
+ </mxCell>
+ <mxCell id="UF78KBwakN3fTOFFaFnZ-37" value="Psi_der" style="rounded=0;whiteSpace=wrap;html=1;" parent="UF78KBwakN3fTOFFaFnZ-1" vertex="1">
+ <mxGeometry x="360" y="680" width="120" height="60" as="geometry" />
+ </mxCell>
+ <mxCell id="UF78KBwakN3fTOFFaFnZ-38" value="mean" style="rounded=0;whiteSpace=wrap;html=1;" parent="UF78KBwakN3fTOFFaFnZ-1" vertex="1">
+ <mxGeometry x="520" y="780" width="120" height="60" as="geometry" />
+ </mxCell>
+ </root>
+ </mxGraphModel>
+ </diagram>
+</mxfile>
diff --git a/docs/diagrams/.$GridManager_diagrams.drawio.dtmp b/docs/diagrams/.$GridManager_diagrams.drawio.dtmp
new file mode 100644
index 0000000000000000000000000000000000000000..569cfe912163167a689e310ce0812ba338e87b24
--- /dev/null
+++ b/docs/diagrams/.$GridManager_diagrams.drawio.dtmp
@@ -0,0 +1,371 @@
+<mxfile host="Electron" modified="2025-02-18T15:13:17.491Z" agent="Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) draw.io/22.1.11 Chrome/114.0.5735.289 Electron/25.9.8 Safari/537.36" etag="6qEknJDBZDeAHjw3K_RC" version="22.1.11" type="device" pages="3">
+ <diagram name="GridManager" id="yDgNodKZXcqZVEr-pvVb">
+ <mxGraphModel dx="1434" dy="956" grid="1" gridSize="10" guides="1" tooltips="1" connect="1" arrows="1" fold="1" page="1" pageScale="1" pageWidth="850" pageHeight="1100" math="0" shadow="0">
+ <root>
+ <mxCell id="0" />
+ <mxCell id="1" parent="0" />
+ <mxCell id="R7qeWDHffwytLZXGAb5y-1" value="GridManager" style="swimlane;fontStyle=0;childLayout=stackLayout;horizontal=1;startSize=26;fillColor=default;horizontalStack=0;resizeParent=1;resizeParentMax=0;resizeLast=0;collapsible=1;marginBottom=0;whiteSpace=wrap;html=1;" vertex="1" parent="1">
+ <mxGeometry x="300" y="270" width="290" height="430" as="geometry" />
+ </mxCell>
+ <mxCell id="R7qeWDHffwytLZXGAb5y-29" value="" style="endArrow=classic;html=1;rounded=0;" edge="1" parent="R7qeWDHffwytLZXGAb5y-1">
+ <mxGeometry width="50" height="50" relative="1" as="geometry">
+ <mxPoint x="6" y="110" as="sourcePoint" />
+ <mxPoint x="96" y="110" as="targetPoint" />
+ </mxGeometry>
+ </mxCell>
+ <mxCell id="R7qeWDHffwytLZXGAb5y-30" value="" style="endArrow=classic;html=1;rounded=0;" edge="1" parent="R7qeWDHffwytLZXGAb5y-1">
+ <mxGeometry width="50" height="50" relative="1" as="geometry">
+ <mxPoint x="6" y="291" as="sourcePoint" />
+ <mxPoint x="96" y="291" as="targetPoint" />
+ </mxGeometry>
+ </mxCell>
+ <mxCell id="R7qeWDHffwytLZXGAb5y-31" value="" style="endArrow=classic;html=1;rounded=0;" edge="1" parent="R7qeWDHffwytLZXGAb5y-1">
+ <mxGeometry width="50" height="50" relative="1" as="geometry">
+ <mxPoint x="194" y="291" as="sourcePoint" />
+ <mxPoint x="284" y="291" as="targetPoint" />
+ </mxGeometry>
+ </mxCell>
+ <mxCell id="R7qeWDHffwytLZXGAb5y-15" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="1">
+ <mxGeometry relative="1" as="geometry">
+ <mxPoint x="296" y="380" as="targetPoint" />
+ <mxPoint x="186" y="380" as="sourcePoint" />
+ </mxGeometry>
+ </mxCell>
+ <mxCell id="R7qeWDHffwytLZXGAb5y-24" value="" style="endArrow=none;dashed=1;html=1;rounded=0;" edge="1" parent="1">
+ <mxGeometry width="50" height="50" relative="1" as="geometry">
+ <mxPoint x="50" y="470" as="sourcePoint" />
+ <mxPoint x="820" y="470" as="targetPoint" />
+ </mxGeometry>
+ </mxCell>
+ <mxCell id="R7qeWDHffwytLZXGAb5y-23" value="" style="group" vertex="1" connectable="0" parent="1">
+ <mxGeometry x="400" y="355" width="90" height="280" as="geometry" />
+ </mxCell>
+ <mxCell id="R7qeWDHffwytLZXGAb5y-21" value="" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="R7qeWDHffwytLZXGAb5y-23">
+ <mxGeometry width="90" height="280" as="geometry" />
+ </mxCell>
+ <mxCell id="R7qeWDHffwytLZXGAb5y-22" value="MetaModel" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="R7qeWDHffwytLZXGAb5y-23">
+ <mxGeometry width="90" height="42.00000000000001" as="geometry" />
+ </mxCell>
+ <mxCell id="bxT6hCh9F683rXfwhNZt-5" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="1" source="bxT6hCh9F683rXfwhNZt-6">
+ <mxGeometry relative="1" as="geometry">
+ <mxPoint x="296" y="380" as="targetPoint" />
+ </mxGeometry>
+ </mxCell>
+ <mxCell id="bxT6hCh9F683rXfwhNZt-6" value="input<br>parameters" style="ellipse;whiteSpace=wrap;html=1;" vertex="1" parent="1">
+ <mxGeometry x="120" y="340" width="120" height="80" as="geometry" />
+ </mxCell>
+ <mxCell id="bxT6hCh9F683rXfwhNZt-7" value="" style="endArrow=none;dashed=1;html=1;rounded=0;" edge="1" parent="1">
+ <mxGeometry width="50" height="50" relative="1" as="geometry">
+ <mxPoint x="50" y="470" as="sourcePoint" />
+ <mxPoint x="820" y="470" as="targetPoint" />
+ </mxGeometry>
+ </mxCell>
+ <mxCell id="bxT6hCh9F683rXfwhNZt-8" value="Training" style="text;html=1;strokeColor=none;fillColor=none;align=left;verticalAlign=middle;whiteSpace=wrap;rounded=0;" vertex="1" parent="1">
+ <mxGeometry x="50" y="310" width="60" height="30" as="geometry" />
+ </mxCell>
+ <mxCell id="bxT6hCh9F683rXfwhNZt-9" value="Evaluation" style="text;html=1;strokeColor=none;fillColor=none;align=left;verticalAlign=middle;whiteSpace=wrap;rounded=0;" vertex="1" parent="1">
+ <mxGeometry x="50" y="491" width="60" height="30" as="geometry" />
+ </mxCell>
+ <mxCell id="bxT6hCh9F683rXfwhNZt-10" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="1" source="bxT6hCh9F683rXfwhNZt-11">
+ <mxGeometry relative="1" as="geometry">
+ <mxPoint x="296" y="561" as="targetPoint" />
+ </mxGeometry>
+ </mxCell>
+ <mxCell id="bxT6hCh9F683rXfwhNZt-11" value="input<br>parameters" style="ellipse;whiteSpace=wrap;html=1;" vertex="1" parent="1">
+ <mxGeometry x="120" y="521" width="120" height="80" as="geometry" />
+ </mxCell>
+ <mxCell id="bxT6hCh9F683rXfwhNZt-12" value="" style="endArrow=classic;html=1;rounded=0;" edge="1" parent="1">
+ <mxGeometry width="50" height="50" relative="1" as="geometry">
+ <mxPoint x="600" y="560" as="sourcePoint" />
+ <mxPoint x="640" y="560" as="targetPoint" />
+ </mxGeometry>
+ </mxCell>
+ <mxCell id="bxT6hCh9F683rXfwhNZt-13" value="output" style="ellipse;whiteSpace=wrap;html=1;" vertex="1" parent="1">
+ <mxGeometry x="644" y="521" width="120" height="80" as="geometry" />
+ </mxCell>
+ </root>
+ </mxGraphModel>
+ </diagram>
+ <diagram name="Continuous" id="xJSFpoyKBrCgCFPncDz7">
+ <mxGraphModel dx="1434" dy="956" grid="1" gridSize="10" guides="1" tooltips="1" connect="1" arrows="1" fold="1" page="1" pageScale="1" pageWidth="850" pageHeight="1100" math="0" shadow="0">
+ <root>
+ <mxCell id="wREDfEkP3_JfliE58x3s-0" />
+ <mxCell id="wREDfEkP3_JfliE58x3s-1" parent="wREDfEkP3_JfliE58x3s-0" />
+ <mxCell id="4o1Vx7uvgUSzM6HMdtvn-6" value="" style="endArrow=none;dashed=1;html=1;rounded=0;" edge="1" parent="wREDfEkP3_JfliE58x3s-1">
+ <mxGeometry width="50" height="50" relative="1" as="geometry">
+ <mxPoint x="50" y="470" as="sourcePoint" />
+ <mxPoint x="820" y="470" as="targetPoint" />
+ </mxGeometry>
+ </mxCell>
+ <mxCell id="RkzevTvu2OcJnppcis_2-0" value="GridManager" style="swimlane;fontStyle=0;childLayout=stackLayout;horizontal=1;startSize=26;fillColor=default;horizontalStack=0;resizeParent=1;resizeParentMax=0;resizeLast=0;collapsible=1;marginBottom=0;whiteSpace=wrap;html=1;" vertex="1" parent="wREDfEkP3_JfliE58x3s-1">
+ <mxGeometry x="300" y="270" width="290" height="430" as="geometry" />
+ </mxCell>
+ <mxCell id="RkzevTvu2OcJnppcis_2-1" value="" style="endArrow=classic;html=1;rounded=0;" edge="1" parent="RkzevTvu2OcJnppcis_2-0">
+ <mxGeometry width="50" height="50" relative="1" as="geometry">
+ <mxPoint x="6" y="110" as="sourcePoint" />
+ <mxPoint x="96" y="110" as="targetPoint" />
+ </mxGeometry>
+ </mxCell>
+ <mxCell id="RkzevTvu2OcJnppcis_2-2" value="" style="endArrow=classic;html=1;rounded=0;" edge="1" parent="RkzevTvu2OcJnppcis_2-0">
+ <mxGeometry width="50" height="50" relative="1" as="geometry">
+ <mxPoint x="6" y="291" as="sourcePoint" />
+ <mxPoint x="96" y="291" as="targetPoint" />
+ </mxGeometry>
+ </mxCell>
+ <mxCell id="RkzevTvu2OcJnppcis_2-3" value="" style="endArrow=classic;html=1;rounded=0;" edge="1" parent="RkzevTvu2OcJnppcis_2-0">
+ <mxGeometry width="50" height="50" relative="1" as="geometry">
+ <mxPoint x="194" y="291" as="sourcePoint" />
+ <mxPoint x="284" y="291" as="targetPoint" />
+ </mxGeometry>
+ </mxCell>
+ <mxCell id="RkzevTvu2OcJnppcis_2-4" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="wREDfEkP3_JfliE58x3s-1">
+ <mxGeometry relative="1" as="geometry">
+ <mxPoint x="296" y="380" as="targetPoint" />
+ <mxPoint x="186" y="380" as="sourcePoint" />
+ </mxGeometry>
+ </mxCell>
+ <mxCell id="RkzevTvu2OcJnppcis_2-6" value="" style="endArrow=none;dashed=1;html=1;rounded=0;" edge="1" parent="wREDfEkP3_JfliE58x3s-1">
+ <mxGeometry width="50" height="50" relative="1" as="geometry">
+ <mxPoint x="50" y="470" as="sourcePoint" />
+ <mxPoint x="820" y="470" as="targetPoint" />
+ </mxGeometry>
+ </mxCell>
+ <mxCell id="RkzevTvu2OcJnppcis_2-7" value="" style="group" vertex="1" connectable="0" parent="wREDfEkP3_JfliE58x3s-1">
+ <mxGeometry x="400" y="355" width="90" height="280" as="geometry" />
+ </mxCell>
+ <mxCell id="RkzevTvu2OcJnppcis_2-8" value="" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="RkzevTvu2OcJnppcis_2-7">
+ <mxGeometry width="90" height="280" as="geometry" />
+ </mxCell>
+ <mxCell id="RkzevTvu2OcJnppcis_2-9" value="MetaModel" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="RkzevTvu2OcJnppcis_2-7">
+ <mxGeometry width="90" height="42.00000000000001" as="geometry" />
+ </mxCell>
+ <mxCell id="AYkUshaH2UKPo1GpUUVj-3" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=1;exitDx=0;exitDy=0;entryX=0.5;entryY=0;entryDx=0;entryDy=0;" edge="1" parent="wREDfEkP3_JfliE58x3s-1" source="AYkUshaH2UKPo1GpUUVj-0" target="AYkUshaH2UKPo1GpUUVj-1">
+ <mxGeometry relative="1" as="geometry" />
+ </mxCell>
+ <mxCell id="AYkUshaH2UKPo1GpUUVj-0" value="grid" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="wREDfEkP3_JfliE58x3s-1">
+ <mxGeometry x="320" y="445" width="60" height="50" as="geometry" />
+ </mxCell>
+ <mxCell id="AYkUshaH2UKPo1GpUUVj-1" value="+" style="ellipse;whiteSpace=wrap;html=1;aspect=fixed;" vertex="1" parent="wREDfEkP3_JfliE58x3s-1">
+ <mxGeometry x="335" y="547" width="30" height="30" as="geometry" />
+ </mxCell>
+ <mxCell id="4o1Vx7uvgUSzM6HMdtvn-4" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="wREDfEkP3_JfliE58x3s-1" source="4o1Vx7uvgUSzM6HMdtvn-5">
+ <mxGeometry relative="1" as="geometry">
+ <mxPoint x="296" y="380" as="targetPoint" />
+ </mxGeometry>
+ </mxCell>
+ <mxCell id="4o1Vx7uvgUSzM6HMdtvn-5" value="input<br>parameters" style="ellipse;whiteSpace=wrap;html=1;" vertex="1" parent="wREDfEkP3_JfliE58x3s-1">
+ <mxGeometry x="120" y="340" width="120" height="80" as="geometry" />
+ </mxCell>
+ <mxCell id="4o1Vx7uvgUSzM6HMdtvn-7" value="Training" style="text;html=1;strokeColor=none;fillColor=none;align=left;verticalAlign=middle;whiteSpace=wrap;rounded=0;" vertex="1" parent="wREDfEkP3_JfliE58x3s-1">
+ <mxGeometry x="50" y="310" width="60" height="30" as="geometry" />
+ </mxCell>
+ <mxCell id="4o1Vx7uvgUSzM6HMdtvn-8" value="Evaluation" style="text;html=1;strokeColor=none;fillColor=none;align=left;verticalAlign=middle;whiteSpace=wrap;rounded=0;" vertex="1" parent="wREDfEkP3_JfliE58x3s-1">
+ <mxGeometry x="50" y="491" width="60" height="30" as="geometry" />
+ </mxCell>
+ <mxCell id="4o1Vx7uvgUSzM6HMdtvn-9" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="wREDfEkP3_JfliE58x3s-1" source="4o1Vx7uvgUSzM6HMdtvn-10">
+ <mxGeometry relative="1" as="geometry">
+ <mxPoint x="296" y="561" as="targetPoint" />
+ </mxGeometry>
+ </mxCell>
+ <mxCell id="4o1Vx7uvgUSzM6HMdtvn-10" value="input<br>parameters" style="ellipse;whiteSpace=wrap;html=1;" vertex="1" parent="wREDfEkP3_JfliE58x3s-1">
+ <mxGeometry x="120" y="521" width="120" height="80" as="geometry" />
+ </mxCell>
+ <mxCell id="4o1Vx7uvgUSzM6HMdtvn-11" value="" style="endArrow=classic;html=1;rounded=0;" edge="1" parent="wREDfEkP3_JfliE58x3s-1">
+ <mxGeometry width="50" height="50" relative="1" as="geometry">
+ <mxPoint x="600" y="560" as="sourcePoint" />
+ <mxPoint x="640" y="560" as="targetPoint" />
+ </mxGeometry>
+ </mxCell>
+ <mxCell id="4o1Vx7uvgUSzM6HMdtvn-12" value="output" style="ellipse;whiteSpace=wrap;html=1;" vertex="1" parent="wREDfEkP3_JfliE58x3s-1">
+ <mxGeometry x="644" y="521" width="120" height="80" as="geometry" />
+ </mxCell>
+ </root>
+ </mxGraphModel>
+ </diagram>
+ <diagram name="Discrete" id="wK9ZtA2TsE7lUbnkvp5O">
+ <mxGraphModel dx="1195" dy="797" grid="1" gridSize="10" guides="1" tooltips="1" connect="1" arrows="1" fold="1" page="1" pageScale="1" pageWidth="850" pageHeight="1100" math="0" shadow="0">
+ <root>
+ <mxCell id="BiSqIUTfGZcniKUXM2DT-0" />
+ <mxCell id="BiSqIUTfGZcniKUXM2DT-1" parent="BiSqIUTfGZcniKUXM2DT-0" />
+ <mxCell id="8escX74CCgNzzl-vEe7Q-0" value="GridManager" style="swimlane;fontStyle=0;childLayout=stackLayout;horizontal=1;startSize=26;fillColor=default;horizontalStack=0;resizeParent=1;resizeParentMax=0;resizeLast=0;collapsible=1;marginBottom=0;whiteSpace=wrap;html=1;" vertex="1" parent="BiSqIUTfGZcniKUXM2DT-1">
+ <mxGeometry x="300" y="270" width="290" height="430" as="geometry" />
+ </mxCell>
+ <mxCell id="8escX74CCgNzzl-vEe7Q-1" value="" style="endArrow=classic;html=1;rounded=0;" edge="1" parent="8escX74CCgNzzl-vEe7Q-0">
+ <mxGeometry width="50" height="50" relative="1" as="geometry">
+ <mxPoint x="6" y="110" as="sourcePoint" />
+ <mxPoint x="70" y="110" as="targetPoint" />
+ </mxGeometry>
+ </mxCell>
+ <mxCell id="8escX74CCgNzzl-vEe7Q-2" value="" style="endArrow=classic;html=1;rounded=0;" edge="1" parent="8escX74CCgNzzl-vEe7Q-0">
+ <mxGeometry width="50" height="50" relative="1" as="geometry">
+ <mxPoint x="6" y="291" as="sourcePoint" />
+ <mxPoint x="70" y="291" as="targetPoint" />
+ </mxGeometry>
+ </mxCell>
+ <mxCell id="8escX74CCgNzzl-vEe7Q-3" value="" style="endArrow=classic;html=1;rounded=0;" edge="1" parent="8escX74CCgNzzl-vEe7Q-0">
+ <mxGeometry width="50" height="50" relative="1" as="geometry">
+ <mxPoint x="210" y="290" as="sourcePoint" />
+ <mxPoint x="280" y="290" as="targetPoint" />
+ </mxGeometry>
+ </mxCell>
+ <mxCell id="8escX74CCgNzzl-vEe7Q-4" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="BiSqIUTfGZcniKUXM2DT-1" source="8escX74CCgNzzl-vEe7Q-5">
+ <mxGeometry relative="1" as="geometry">
+ <mxPoint x="296" y="380" as="targetPoint" />
+ </mxGeometry>
+ </mxCell>
+ <mxCell id="8escX74CCgNzzl-vEe7Q-5" value="input<br>parameters" style="ellipse;whiteSpace=wrap;html=1;" vertex="1" parent="BiSqIUTfGZcniKUXM2DT-1">
+ <mxGeometry x="120" y="340" width="120" height="80" as="geometry" />
+ </mxCell>
+ <mxCell id="8escX74CCgNzzl-vEe7Q-6" value="" style="endArrow=none;dashed=1;html=1;rounded=0;" edge="1" parent="BiSqIUTfGZcniKUXM2DT-1">
+ <mxGeometry width="50" height="50" relative="1" as="geometry">
+ <mxPoint x="50" y="470" as="sourcePoint" />
+ <mxPoint x="820" y="470" as="targetPoint" />
+ </mxGeometry>
+ </mxCell>
+ <mxCell id="8escX74CCgNzzl-vEe7Q-10" value="Training" style="text;html=1;strokeColor=none;fillColor=none;align=left;verticalAlign=middle;whiteSpace=wrap;rounded=0;" vertex="1" parent="BiSqIUTfGZcniKUXM2DT-1">
+ <mxGeometry x="50" y="310" width="60" height="30" as="geometry" />
+ </mxCell>
+ <mxCell id="8escX74CCgNzzl-vEe7Q-11" value="Evaluation" style="text;html=1;strokeColor=none;fillColor=none;align=left;verticalAlign=middle;whiteSpace=wrap;rounded=0;" vertex="1" parent="BiSqIUTfGZcniKUXM2DT-1">
+ <mxGeometry x="50" y="491" width="60" height="30" as="geometry" />
+ </mxCell>
+ <mxCell id="8escX74CCgNzzl-vEe7Q-12" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" edge="1" parent="BiSqIUTfGZcniKUXM2DT-1" source="8escX74CCgNzzl-vEe7Q-13">
+ <mxGeometry relative="1" as="geometry">
+ <mxPoint x="296" y="561" as="targetPoint" />
+ </mxGeometry>
+ </mxCell>
+ <mxCell id="8escX74CCgNzzl-vEe7Q-13" value="input<br>parameters" style="ellipse;whiteSpace=wrap;html=1;" vertex="1" parent="BiSqIUTfGZcniKUXM2DT-1">
+ <mxGeometry x="120" y="521" width="120" height="80" as="geometry" />
+ </mxCell>
+ <mxCell id="8escX74CCgNzzl-vEe7Q-14" value="" style="endArrow=classic;html=1;rounded=0;" edge="1" parent="BiSqIUTfGZcniKUXM2DT-1">
+ <mxGeometry width="50" height="50" relative="1" as="geometry">
+ <mxPoint x="600" y="560" as="sourcePoint" />
+ <mxPoint x="640" y="560" as="targetPoint" />
+ </mxGeometry>
+ </mxCell>
+ <mxCell id="8escX74CCgNzzl-vEe7Q-15" value="output" style="ellipse;whiteSpace=wrap;html=1;" vertex="1" parent="BiSqIUTfGZcniKUXM2DT-1">
+ <mxGeometry x="644" y="521" width="120" height="80" as="geometry" />
+ </mxCell>
+ <mxCell id="eX4-3Y8SYps6SWNTJgs--9" value="" style="group" vertex="1" connectable="0" parent="BiSqIUTfGZcniKUXM2DT-1">
+ <mxGeometry x="384" y="346" width="120" height="310" as="geometry" />
+ </mxCell>
+ <mxCell id="8escX74CCgNzzl-vEe7Q-7" value="" style="group" vertex="1" connectable="0" parent="eX4-3Y8SYps6SWNTJgs--9">
+ <mxGeometry width="90" height="280" as="geometry" />
+ </mxCell>
+ <mxCell id="8escX74CCgNzzl-vEe7Q-8" value="" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="8escX74CCgNzzl-vEe7Q-7">
+ <mxGeometry width="90" height="280" as="geometry" />
+ </mxCell>
+ <mxCell id="8escX74CCgNzzl-vEe7Q-9" value="MetaModel" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="8escX74CCgNzzl-vEe7Q-7">
+ <mxGeometry width="90" height="42.00000000000001" as="geometry" />
+ </mxCell>
+ <mxCell id="eX4-3Y8SYps6SWNTJgs--0" value="" style="group" vertex="1" connectable="0" parent="eX4-3Y8SYps6SWNTJgs--9">
+ <mxGeometry x="10" y="10" width="90" height="280" as="geometry" />
+ </mxCell>
+ <mxCell id="eX4-3Y8SYps6SWNTJgs--1" value="" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="eX4-3Y8SYps6SWNTJgs--0">
+ <mxGeometry width="90" height="280" as="geometry" />
+ </mxCell>
+ <mxCell id="eX4-3Y8SYps6SWNTJgs--2" value="MetaModel" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="eX4-3Y8SYps6SWNTJgs--0">
+ <mxGeometry width="90" height="42.00000000000001" as="geometry" />
+ </mxCell>
+ <mxCell id="eX4-3Y8SYps6SWNTJgs--3" value="" style="group" vertex="1" connectable="0" parent="eX4-3Y8SYps6SWNTJgs--9">
+ <mxGeometry x="20" y="20" width="90" height="280" as="geometry" />
+ </mxCell>
+ <mxCell id="eX4-3Y8SYps6SWNTJgs--4" value="" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="eX4-3Y8SYps6SWNTJgs--3">
+ <mxGeometry width="90" height="280" as="geometry" />
+ </mxCell>
+ <mxCell id="eX4-3Y8SYps6SWNTJgs--5" value="MetaModel" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="eX4-3Y8SYps6SWNTJgs--3">
+ <mxGeometry width="90" height="42.00000000000001" as="geometry" />
+ </mxCell>
+ <mxCell id="eX4-3Y8SYps6SWNTJgs--6" value="" style="group" vertex="1" connectable="0" parent="eX4-3Y8SYps6SWNTJgs--9">
+ <mxGeometry x="30" y="30" width="90" height="280" as="geometry" />
+ </mxCell>
+ <mxCell id="eX4-3Y8SYps6SWNTJgs--7" value="" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="eX4-3Y8SYps6SWNTJgs--6">
+ <mxGeometry width="90" height="280" as="geometry" />
+ </mxCell>
+ <mxCell id="eX4-3Y8SYps6SWNTJgs--8" value="MetaModel" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="eX4-3Y8SYps6SWNTJgs--6">
+ <mxGeometry width="90" height="42.00000000000001" as="geometry" />
+ </mxCell>
+ <mxCell id="eX4-3Y8SYps6SWNTJgs--16" value="" style="group" vertex="1" connectable="0" parent="BiSqIUTfGZcniKUXM2DT-1">
+ <mxGeometry x="330" y="380" width="40" height="30" as="geometry" />
+ </mxCell>
+ <mxCell id="eX4-3Y8SYps6SWNTJgs--10" value="" style="endArrow=classic;html=1;rounded=0;" edge="1" parent="eX4-3Y8SYps6SWNTJgs--16">
+ <mxGeometry width="50" height="50" relative="1" as="geometry">
+ <mxPoint y="10" as="sourcePoint" />
+ <mxPoint x="40" y="10" as="targetPoint" />
+ </mxGeometry>
+ </mxCell>
+ <mxCell id="eX4-3Y8SYps6SWNTJgs--11" value="" style="endArrow=classic;html=1;rounded=0;" edge="1" parent="eX4-3Y8SYps6SWNTJgs--16">
+ <mxGeometry width="50" height="50" relative="1" as="geometry">
+ <mxPoint y="20" as="sourcePoint" />
+ <mxPoint x="40" y="20" as="targetPoint" />
+ </mxGeometry>
+ </mxCell>
+ <mxCell id="eX4-3Y8SYps6SWNTJgs--12" value="" style="endArrow=classic;html=1;rounded=0;" edge="1" parent="eX4-3Y8SYps6SWNTJgs--16">
+ <mxGeometry width="50" height="50" relative="1" as="geometry">
+ <mxPoint y="30" as="sourcePoint" />
+ <mxPoint x="40" y="30" as="targetPoint" />
+ </mxGeometry>
+ </mxCell>
+ <mxCell id="eX4-3Y8SYps6SWNTJgs--15" value="" style="endArrow=none;html=1;rounded=0;" edge="1" parent="eX4-3Y8SYps6SWNTJgs--16">
+ <mxGeometry width="50" height="50" relative="1" as="geometry">
+ <mxPoint y="30" as="sourcePoint" />
+ <mxPoint as="targetPoint" />
+ </mxGeometry>
+ </mxCell>
+ <mxCell id="eX4-3Y8SYps6SWNTJgs--17" value="" style="group" vertex="1" connectable="0" parent="BiSqIUTfGZcniKUXM2DT-1">
+ <mxGeometry x="330" y="561" width="40" height="30" as="geometry" />
+ </mxCell>
+ <mxCell id="eX4-3Y8SYps6SWNTJgs--18" value="" style="endArrow=classic;html=1;rounded=0;" edge="1" parent="eX4-3Y8SYps6SWNTJgs--17">
+ <mxGeometry width="50" height="50" relative="1" as="geometry">
+ <mxPoint y="10" as="sourcePoint" />
+ <mxPoint x="40" y="10" as="targetPoint" />
+ </mxGeometry>
+ </mxCell>
+ <mxCell id="eX4-3Y8SYps6SWNTJgs--19" value="" style="endArrow=classic;html=1;rounded=0;" edge="1" parent="eX4-3Y8SYps6SWNTJgs--17">
+ <mxGeometry width="50" height="50" relative="1" as="geometry">
+ <mxPoint y="20" as="sourcePoint" />
+ <mxPoint x="40" y="20" as="targetPoint" />
+ </mxGeometry>
+ </mxCell>
+ <mxCell id="eX4-3Y8SYps6SWNTJgs--20" value="" style="endArrow=classic;html=1;rounded=0;" edge="1" parent="eX4-3Y8SYps6SWNTJgs--17">
+ <mxGeometry width="50" height="50" relative="1" as="geometry">
+ <mxPoint y="30" as="sourcePoint" />
+ <mxPoint x="40" y="30" as="targetPoint" />
+ </mxGeometry>
+ </mxCell>
+ <mxCell id="eX4-3Y8SYps6SWNTJgs--21" value="" style="endArrow=none;html=1;rounded=0;" edge="1" parent="eX4-3Y8SYps6SWNTJgs--17">
+ <mxGeometry width="50" height="50" relative="1" as="geometry">
+ <mxPoint y="30" as="sourcePoint" />
+ <mxPoint as="targetPoint" />
+ </mxGeometry>
+ </mxCell>
+ <mxCell id="eX4-3Y8SYps6SWNTJgs--22" value="" style="group" vertex="1" connectable="0" parent="BiSqIUTfGZcniKUXM2DT-1">
+ <mxGeometry x="510" y="561" width="40" height="30" as="geometry" />
+ </mxCell>
+ <mxCell id="eX4-3Y8SYps6SWNTJgs--23" value="" style="endArrow=classic;html=1;rounded=0;" edge="1" parent="eX4-3Y8SYps6SWNTJgs--22">
+ <mxGeometry width="50" height="50" relative="1" as="geometry">
+ <mxPoint y="10" as="sourcePoint" />
+ <mxPoint x="40" y="10" as="targetPoint" />
+ </mxGeometry>
+ </mxCell>
+ <mxCell id="eX4-3Y8SYps6SWNTJgs--24" value="" style="endArrow=classic;html=1;rounded=0;" edge="1" parent="eX4-3Y8SYps6SWNTJgs--22">
+ <mxGeometry width="50" height="50" relative="1" as="geometry">
+ <mxPoint y="20" as="sourcePoint" />
+ <mxPoint x="40" y="20" as="targetPoint" />
+ </mxGeometry>
+ </mxCell>
+ <mxCell id="eX4-3Y8SYps6SWNTJgs--25" value="" style="endArrow=classic;html=1;rounded=0;" edge="1" parent="eX4-3Y8SYps6SWNTJgs--22">
+ <mxGeometry width="50" height="50" relative="1" as="geometry">
+ <mxPoint y="30" as="sourcePoint" />
+ <mxPoint x="40" y="30" as="targetPoint" />
+ </mxGeometry>
+ </mxCell>
+ <mxCell id="eX4-3Y8SYps6SWNTJgs--26" value="" style="endArrow=none;html=1;rounded=0;" edge="1" parent="eX4-3Y8SYps6SWNTJgs--22">
+ <mxGeometry width="50" height="50" relative="1" as="geometry">
+ <mxPoint x="39" y="30" as="sourcePoint" />
+ <mxPoint x="39" as="targetPoint" />
+ </mxGeometry>
+ </mxCell>
+ </root>
+ </mxGraphModel>
+ </diagram>
+</mxfile>
diff --git a/docs/diagrams/Class overview.drawio b/docs/diagrams/Class overview.drawio
index 71f61b11e1218098efadb41857f77606bde77a43..1800970d1f84fa4476f0701601b3dea3f9f72685 100644
--- a/docs/diagrams/Class overview.drawio
+++ b/docs/diagrams/Class overview.drawio
@@ -1,4 +1,4 @@
-<mxfile host="Electron" modified="2025-02-20T15:26:21.803Z" agent="Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) draw.io/22.1.11 Chrome/114.0.5735.289 Electron/25.9.8 Safari/537.36" etag="EegzUjxfMBOQtZ7PjhKJ" version="22.1.11" type="device" pages="2">
+<mxfile host="Electron" modified="2025-02-20T16:23:04.259Z" agent="Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) draw.io/22.1.11 Chrome/114.0.5735.289 Electron/25.9.8 Safari/537.36" etag="dUUtBr3Qbp0TKGWTAlRl" version="22.1.11" type="device" pages="2">
<diagram id="QgiNX2WXFOBDsDgzoFY9" name="Folder structure">
<mxGraphModel dx="1203" dy="807" grid="1" gridSize="10" guides="1" tooltips="1" connect="1" arrows="1" fold="1" page="1" pageScale="1" pageWidth="850" pageHeight="1100" math="0" shadow="0">
<root>
@@ -102,24 +102,6 @@
<mxCell id="HQw0JdQt9Swr3L2nkqIL-8" value="PostProcessing" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1">
<mxGeometry x="793" y="60" width="120" height="60" as="geometry" />
</mxCell>
- <mxCell id="HQw0JdQt9Swr3L2nkqIL-31" value="" style="group" vertex="1" connectable="0" parent="1">
- <mxGeometry x="295" y="360" width="260" height="160" as="geometry" />
- </mxCell>
- <mxCell id="HQw0JdQt9Swr3L2nkqIL-3" value="MetaModel" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="HQw0JdQt9Swr3L2nkqIL-31">
- <mxGeometry x="60" width="120" height="60" as="geometry" />
- </mxCell>
- <mxCell id="HQw0JdQt9Swr3L2nkqIL-28" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=0;exitDx=0;exitDy=0;" edge="1" parent="HQw0JdQt9Swr3L2nkqIL-31" source="HQw0JdQt9Swr3L2nkqIL-4" target="HQw0JdQt9Swr3L2nkqIL-3">
- <mxGeometry relative="1" as="geometry" />
- </mxCell>
- <mxCell id="HQw0JdQt9Swr3L2nkqIL-4" value="GPE" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="HQw0JdQt9Swr3L2nkqIL-31">
- <mxGeometry x="140" y="100" width="120" height="60" as="geometry" />
- </mxCell>
- <mxCell id="HQw0JdQt9Swr3L2nkqIL-27" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=0;exitDx=0;exitDy=0;" edge="1" parent="HQw0JdQt9Swr3L2nkqIL-31" source="HQw0JdQt9Swr3L2nkqIL-5" target="HQw0JdQt9Swr3L2nkqIL-3">
- <mxGeometry relative="1" as="geometry" />
- </mxCell>
- <mxCell id="HQw0JdQt9Swr3L2nkqIL-5" value="PCE" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="HQw0JdQt9Swr3L2nkqIL-31">
- <mxGeometry y="100" width="120" height="60" as="geometry" />
- </mxCell>
<mxCell id="HQw0JdQt9Swr3L2nkqIL-40" value="Surrogate construction" style="text;html=1;strokeColor=none;fillColor=none;align=left;verticalAlign=middle;whiteSpace=wrap;rounded=0;fontSize=15;fontStyle=1" vertex="1" parent="1">
<mxGeometry x="120" y="30" width="170" height="30" as="geometry" />
</mxCell>
@@ -190,6 +172,21 @@
<mxPoint x="630" y="300" as="sourcePoint" />
</mxGeometry>
</mxCell>
+ <mxCell id="HQw0JdQt9Swr3L2nkqIL-3" value="MetaModel" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1">
+ <mxGeometry x="355" y="360" width="120" height="60" as="geometry" />
+ </mxCell>
+ <mxCell id="HQw0JdQt9Swr3L2nkqIL-28" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=0;exitDx=0;exitDy=0;strokeColor=default;startArrow=none;startFill=0;" edge="1" parent="1" source="HQw0JdQt9Swr3L2nkqIL-4" target="HQw0JdQt9Swr3L2nkqIL-3">
+ <mxGeometry relative="1" as="geometry" />
+ </mxCell>
+ <mxCell id="HQw0JdQt9Swr3L2nkqIL-4" value="GPE" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1">
+ <mxGeometry x="435" y="460" width="120" height="60" as="geometry" />
+ </mxCell>
+ <mxCell id="HQw0JdQt9Swr3L2nkqIL-27" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;exitX=0.5;exitY=0;exitDx=0;exitDy=0;strokeColor=default;startArrow=none;startFill=0;" edge="1" parent="1" source="HQw0JdQt9Swr3L2nkqIL-5" target="HQw0JdQt9Swr3L2nkqIL-3">
+ <mxGeometry relative="1" as="geometry" />
+ </mxCell>
+ <mxCell id="HQw0JdQt9Swr3L2nkqIL-5" value="PCE" style="rounded=0;whiteSpace=wrap;html=1;" vertex="1" parent="1">
+ <mxGeometry x="295" y="460" width="120" height="60" as="geometry" />
+ </mxCell>
</root>
</mxGraphModel>
</diagram>