C. Benjamins: Version 2.1.0 (#1108)

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diff --git a/main/.doctrees/examples/sg_execution_times.doctree b/main/.doctrees/examples/sg_execution_times.doctree
diff --git a/main/.doctrees/images/README.doctree b/main/.doctrees/images/README.doctree
diff --git a/main/.doctrees/index.doctree b/main/.doctrees/index.doctree
diff --git a/main/.doctrees/sg_execution_times.doctree b/main/.doctrees/sg_execution_times.doctree
diff --git a/main/10_experimental.html b/main/10_experimental.html
@@ -5,7 +5,7 @@
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     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
 
-    <title>Experimental &#8212; SMAC3 Documentation 2.0.2 documentation</title>
+    <title>Experimental &#8212; SMAC3 Documentation 2.1.0 documentation</title>
 
   <link href="_static/css/theme.css" rel="stylesheet">
   <link href="_static/css/index.ac9c05f7c49ca1e1f876c6e36360ea26.css" rel="stylesheet">
@@ -31,8 +31,8 @@
 
   <link rel="preload" as="script" href="_static/js/index.9ea38e314b9e6d9dab77.js">
 
-    <script src="_static/documentation_options.js?v=f0042b85"></script>
-    <script src="_static/doctools.js?v=888ff710"></script>
+    <script src="_static/documentation_options.js?v=1d3a154c"></script>
+    <script src="_static/doctools.js?v=9a2dae69"></script>
     <script src="_static/sphinx_highlight.js?v=dc90522c"></script>
     <link rel="index" title="Index" href="genindex.html" />
     <link rel="search" title="Search" href="search.html" />
@@ -93,11 +93,11 @@
         <div class="dropdown mt-1">
     <button type="button" class="btn btn-secondary btn-md navbar-btn dropdown-toggle" id="dLabelMore"
         data-toggle="dropdown">
-        v2.0.2
+        v2.1.0
         <span class="caret"></span>
     </button>
     <div class="dropdown-menu list-group-flush py-0" aria-labelledby="dLabelMore">
-        <a class="list-group-item list-group-item-action" href="#">v2.0.2</a>
+        <a class="list-group-item list-group-item-action" href="#">v2.1.0</a>
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         <a class="list-group-item list-group-item-action" href="https://automl.github.io/SMAC3/v2.0.0b1/">v2.0.0b1</a>
@@ -128,7 +128,7 @@
 
             <!-- Only show if we have sidebars configured, else just a small margin  -->
             <div class="col-12 col-md-3 bd-sidebar"><h4 class="mt-0 mb-0"><a href="index.html">SMAC3 Documentation</a></h4>
-<div class="mb-3">v2.0.2</div><nav class="bd-links" id="bd-docs-nav" aria-label="Main navigation">
+<div class="mb-3">v2.1.0</div><nav class="bd-links" id="bd-docs-nav" aria-label="Main navigation">
   <div class="bd-toc-item active">
     <ul class="nav bd-sidenav">
  <li class="toctree-l1">
@@ -1094,7 +1094,7 @@ <h2>Installation in Windows via WSL<a class="headerlink" href="#installation-in-
     <div class="footer-item">
       <p class="sphinx-version">
 Created using <a href="http://sphinx-doc.org/">Sphinx</a>
-7.2.6. Template is modified version of <a
+7.3.7. Template is modified version of <a
 href="https://pydata-sphinx-theme.readthedocs.io">PyData Sphinx Theme</a>. <br>
 </p>
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diff --git a/main/1_installation.html b/main/1_installation.html
@@ -5,7 +5,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
 
-    <title>Installation &#8212; SMAC3 Documentation 2.0.2 documentation</title>
+    <title>Installation &#8212; SMAC3 Documentation 2.1.0 documentation</title>
 
   <link href="_static/css/theme.css" rel="stylesheet">
   <link href="_static/css/index.ac9c05f7c49ca1e1f876c6e36360ea26.css" rel="stylesheet">
@@ -31,8 +31,8 @@
 
   <link rel="preload" as="script" href="_static/js/index.9ea38e314b9e6d9dab77.js">
 
-    <script src="_static/documentation_options.js?v=f0042b85"></script>
-    <script src="_static/doctools.js?v=888ff710"></script>
+    <script src="_static/documentation_options.js?v=1d3a154c"></script>
+    <script src="_static/doctools.js?v=9a2dae69"></script>
     <script src="_static/sphinx_highlight.js?v=dc90522c"></script>
     <link rel="index" title="Index" href="genindex.html" />
     <link rel="search" title="Search" href="search.html" />
@@ -95,11 +95,11 @@
         <div class="dropdown mt-1">
     <button type="button" class="btn btn-secondary btn-md navbar-btn dropdown-toggle" id="dLabelMore"
         data-toggle="dropdown">
-        v2.0.2
+        v2.1.0
         <span class="caret"></span>
     </button>
     <div class="dropdown-menu list-group-flush py-0" aria-labelledby="dLabelMore">
-        <a class="list-group-item list-group-item-action" href="#">v2.0.2</a>
+        <a class="list-group-item list-group-item-action" href="#">v2.1.0</a>
         <a class="list-group-item list-group-item-action" href="https://automl.github.io/SMAC3/v2.0.1/">v2.0.1</a>
         <a class="list-group-item list-group-item-action" href="https://automl.github.io/SMAC3/v2.0.0/">v2.0.0</a>
         <a class="list-group-item list-group-item-action" href="https://automl.github.io/SMAC3/v2.0.0b1/">v2.0.0b1</a>
@@ -130,7 +130,7 @@
 
             <!-- Only show if we have sidebars configured, else just a small margin  -->
             <div class="col-12 col-md-3 bd-sidebar"><h4 class="mt-0 mb-0"><a href="index.html">SMAC3 Documentation</a></h4>
-<div class="mb-3">v2.0.2</div><nav class="bd-links" id="bd-docs-nav" aria-label="Main navigation">
+<div class="mb-3">v2.1.0</div><nav class="bd-links" id="bd-docs-nav" aria-label="Main navigation">
   <div class="bd-toc-item active">
     <ul class="current nav bd-sidenav">
  <li class="toctree-l1 current active">
@@ -1143,7 +1143,7 @@ <h2>Windows via WSL (Experimental)<a class="headerlink" href="#windows-via-wsl-e
     <div class="footer-item">
       <p class="sphinx-version">
 Created using <a href="http://sphinx-doc.org/">Sphinx</a>
-7.2.6. Template is modified version of <a
+7.3.7. Template is modified version of <a
 href="https://pydata-sphinx-theme.readthedocs.io">PyData Sphinx Theme</a>. <br>
 </p>
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diff --git a/main/2_package_overview.html b/main/2_package_overview.html
@@ -5,7 +5,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
 
-    <title>Package Overview &#8212; SMAC3 Documentation 2.0.2 documentation</title>
+    <title>Package Overview &#8212; SMAC3 Documentation 2.1.0 documentation</title>
 
   <link href="_static/css/theme.css" rel="stylesheet">
   <link href="_static/css/index.ac9c05f7c49ca1e1f876c6e36360ea26.css" rel="stylesheet">
@@ -31,8 +31,8 @@
 
   <link rel="preload" as="script" href="_static/js/index.9ea38e314b9e6d9dab77.js">
 
-    <script src="_static/documentation_options.js?v=f0042b85"></script>
-    <script src="_static/doctools.js?v=888ff710"></script>
+    <script src="_static/documentation_options.js?v=1d3a154c"></script>
+    <script src="_static/doctools.js?v=9a2dae69"></script>
     <script src="_static/sphinx_highlight.js?v=dc90522c"></script>
     <link rel="index" title="Index" href="genindex.html" />
     <link rel="search" title="Search" href="search.html" />
@@ -95,11 +95,11 @@
         <div class="dropdown mt-1">
     <button type="button" class="btn btn-secondary btn-md navbar-btn dropdown-toggle" id="dLabelMore"
         data-toggle="dropdown">
-        v2.0.2
+        v2.1.0
         <span class="caret"></span>
     </button>
     <div class="dropdown-menu list-group-flush py-0" aria-labelledby="dLabelMore">
-        <a class="list-group-item list-group-item-action" href="#">v2.0.2</a>
+        <a class="list-group-item list-group-item-action" href="#">v2.1.0</a>
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@@ -130,7 +130,7 @@
 
             <!-- Only show if we have sidebars configured, else just a small margin  -->
             <div class="col-12 col-md-3 bd-sidebar"><h4 class="mt-0 mb-0"><a href="index.html">SMAC3 Documentation</a></h4>
-<div class="mb-3">v2.0.2</div><nav class="bd-links" id="bd-docs-nav" aria-label="Main navigation">
+<div class="mb-3">v2.1.0</div><nav class="bd-links" id="bd-docs-nav" aria-label="Main navigation">
   <div class="bd-toc-item active">
     <ul class="current nav bd-sidenav">
  <li class="toctree-l1">
@@ -1202,7 +1202,7 @@ <h2>Comparison<a class="headerlink" href="#comparison" title="Link to this headi
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       <p class="sphinx-version">
 Created using <a href="http://sphinx-doc.org/">Sphinx</a>
-7.2.6. Template is modified version of <a
+7.3.7. Template is modified version of <a
 href="https://pydata-sphinx-theme.readthedocs.io">PyData Sphinx Theme</a>. <br>
 </p>
     </div>

diff --git a/main/3_getting_started.html b/main/3_getting_started.html
@@ -5,7 +5,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
 
-    <title>Getting Started &#8212; SMAC3 Documentation 2.0.2 documentation</title>
+    <title>Getting Started &#8212; SMAC3 Documentation 2.1.0 documentation</title>
 
   <link href="_static/css/theme.css" rel="stylesheet">
   <link href="_static/css/index.ac9c05f7c49ca1e1f876c6e36360ea26.css" rel="stylesheet">
@@ -31,8 +31,8 @@
 
   <link rel="preload" as="script" href="_static/js/index.9ea38e314b9e6d9dab77.js">
 
-    <script src="_static/documentation_options.js?v=f0042b85"></script>
-    <script src="_static/doctools.js?v=888ff710"></script>
+    <script src="_static/documentation_options.js?v=1d3a154c"></script>
+    <script src="_static/doctools.js?v=9a2dae69"></script>
     <script src="_static/sphinx_highlight.js?v=dc90522c"></script>
     <link rel="index" title="Index" href="genindex.html" />
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@@ -95,11 +95,11 @@
         <div class="dropdown mt-1">
     <button type="button" class="btn btn-secondary btn-md navbar-btn dropdown-toggle" id="dLabelMore"
         data-toggle="dropdown">
-        v2.0.2
+        v2.1.0
         <span class="caret"></span>
     </button>
     <div class="dropdown-menu list-group-flush py-0" aria-labelledby="dLabelMore">
-        <a class="list-group-item list-group-item-action" href="#">v2.0.2</a>
+        <a class="list-group-item list-group-item-action" href="#">v2.1.0</a>
         <a class="list-group-item list-group-item-action" href="https://automl.github.io/SMAC3/v2.0.1/">v2.0.1</a>
         <a class="list-group-item list-group-item-action" href="https://automl.github.io/SMAC3/v2.0.0/">v2.0.0</a>
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@@ -130,7 +130,7 @@
 
             <!-- Only show if we have sidebars configured, else just a small margin  -->
             <div class="col-12 col-md-3 bd-sidebar"><h4 class="mt-0 mb-0"><a href="index.html">SMAC3 Documentation</a></h4>
-<div class="mb-3">v2.0.2</div><nav class="bd-links" id="bd-docs-nav" aria-label="Main navigation">
+<div class="mb-3">v2.1.0</div><nav class="bd-links" id="bd-docs-nav" aria-label="Main navigation">
   <div class="bd-toc-item active">
     <ul class="current nav bd-sidenav">
  <li class="toctree-l1">
@@ -1049,7 +1049,8 @@ <h1>Getting Started<a class="headerlink" href="#getting-started" title="Link to
 <p>SMAC needs four core components (configuration space, target function, scenario and a facade) to run an
 optimization process, all of which are explained on this page.</p>
 <p>They interact in the following way:</p>
-<a class="reference internal image-reference" href="_images/smac_components_interaction.jpg"><img alt="Interaction of SMAC's components" src="_images/smac_components_interaction.jpg" style="width: 400px;" /></a>
+<a class="reference internal image-reference" href="_images/smac_components_interaction.jpg"><img alt="Interaction of SMAC's components" src="_images/smac_components_interaction.jpg" style="width: 400px;" />
+</a>
 <section id="configuration-space">
 <h2>Configuration Space<a class="headerlink" href="#configuration-space" title="Link to this heading">¶</a></h2>
 <p>The configuration space defines the search space of the hyperparameters and, therefore, the tunable parameters’ legal
@@ -1127,12 +1128,12 @@ <h2>Facade<a class="headerlink" href="#facade" title="Link to this heading">¶</
 <table class="table">
 <thead>
 <tr class="row-odd"><th class="head"></th>
-<th class="head"><p><span class="xref std std-ref">Black-Box</span></p></th>
-<th class="head"><p><span class="xref std std-ref">Hyperparameter Optimization</span></p></th>
-<th class="head"><p><span class="xref std std-ref">Multi-Fidelity</span></p></th>
-<th class="head"><p><span class="xref std std-ref">Algorithm Configuration</span></p></th>
-<th class="head"><p><span class="xref std std-ref">Random</span></p></th>
-<th class="head"><p><span class="xref std std-ref">Hyperband</span></p></th>
+<th class="head"><p><a class="reference internal" href="api/smac.facade.blackbox_facade.html#module-smac.facade.blackbox_facade"><span class="std std-ref">Black-Box</span></a></p></th>
+<th class="head"><p><a class="reference internal" href="api/smac.facade.hyperparameter_optimization_facade.html#module-smac.facade.hyperparameter_optimization_facade"><span class="std std-ref">Hyperparameter Optimization</span></a></p></th>
+<th class="head"><p><a class="reference internal" href="api/smac.facade.multi_fidelity_facade.html#module-smac.facade.multi_fidelity_facade"><span class="std std-ref">Multi-Fidelity</span></a></p></th>
+<th class="head"><p><a class="reference internal" href="api/smac.facade.algorithm_configuration_facade.html#module-smac.facade.algorithm_configuration_facade"><span class="std std-ref">Algorithm Configuration</span></a></p></th>
+<th class="head"><p><a class="reference internal" href="api/smac.facade.random_facade.html#module-smac.facade.random_facade"><span class="std std-ref">Random</span></a></p></th>
+<th class="head"><p><a class="reference internal" href="api/smac.facade.hyperband_facade.html#module-smac.facade.hyperband_facade"><span class="std std-ref">Hyperband</span></a></p></th>
 <th class="head"></th>
 </tr>
 </thead>
@@ -1301,7 +1302,7 @@ <h2>Facade<a class="headerlink" href="#facade" title="Link to this heading">¶</
     <div class="footer-item">
       <p class="sphinx-version">
 Created using <a href="http://sphinx-doc.org/">Sphinx</a>
-7.2.6. Template is modified version of <a
+7.3.7. Template is modified version of <a
 href="https://pydata-sphinx-theme.readthedocs.io">PyData Sphinx Theme</a>. <br>
 </p>
     </div>

diff --git a/main/4_minimal_example.html b/main/4_minimal_example.html
@@ -5,7 +5,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
 
-    <title>Minimal Example &#8212; SMAC3 Documentation 2.0.2 documentation</title>
+    <title>Minimal Example &#8212; SMAC3 Documentation 2.1.0 documentation</title>
 
   <link href="_static/css/theme.css" rel="stylesheet">
   <link href="_static/css/index.ac9c05f7c49ca1e1f876c6e36360ea26.css" rel="stylesheet">
@@ -31,8 +31,8 @@
 
   <link rel="preload" as="script" href="_static/js/index.9ea38e314b9e6d9dab77.js">
 
-    <script src="_static/documentation_options.js?v=f0042b85"></script>
-    <script src="_static/doctools.js?v=888ff710"></script>
+    <script src="_static/documentation_options.js?v=1d3a154c"></script>
+    <script src="_static/doctools.js?v=9a2dae69"></script>
     <script src="_static/sphinx_highlight.js?v=dc90522c"></script>
     <link rel="index" title="Index" href="genindex.html" />
     <link rel="search" title="Search" href="search.html" />
@@ -95,11 +95,11 @@
         <div class="dropdown mt-1">
     <button type="button" class="btn btn-secondary btn-md navbar-btn dropdown-toggle" id="dLabelMore"
         data-toggle="dropdown">
-        v2.0.2
+        v2.1.0
         <span class="caret"></span>
     </button>
     <div class="dropdown-menu list-group-flush py-0" aria-labelledby="dLabelMore">
-        <a class="list-group-item list-group-item-action" href="#">v2.0.2</a>
+        <a class="list-group-item list-group-item-action" href="#">v2.1.0</a>
         <a class="list-group-item list-group-item-action" href="https://automl.github.io/SMAC3/v2.0.1/">v2.0.1</a>
         <a class="list-group-item list-group-item-action" href="https://automl.github.io/SMAC3/v2.0.0/">v2.0.0</a>
         <a class="list-group-item list-group-item-action" href="https://automl.github.io/SMAC3/v2.0.0b1/">v2.0.0b1</a>
@@ -130,7 +130,7 @@
 
             <!-- Only show if we have sidebars configured, else just a small margin  -->
             <div class="col-12 col-md-3 bd-sidebar"><h4 class="mt-0 mb-0"><a href="index.html">SMAC3 Documentation</a></h4>
-<div class="mb-3">v2.0.2</div><nav class="bd-links" id="bd-docs-nav" aria-label="Main navigation">
+<div class="mb-3">v2.1.0</div><nav class="bd-links" id="bd-docs-nav" aria-label="Main navigation">
   <div class="bd-toc-item active">
     <ul class="current nav bd-sidenav">
  <li class="toctree-l1">
@@ -1095,7 +1095,7 @@ <h1>Minimal Example<a class="headerlink" href="#minimal-example" title="Link to
     <div class="footer-item">
       <p class="sphinx-version">
 Created using <a href="http://sphinx-doc.org/">Sphinx</a>
-7.2.6. Template is modified version of <a
+7.3.7. Template is modified version of <a
 href="https://pydata-sphinx-theme.readthedocs.io">PyData Sphinx Theme</a>. <br>
 </p>
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