docs

Author: bartzbeielstein

docs/01_spot_intro.html

@@ -454,7 +454,7 @@ <h3 data-number="1.3.1" class="anchored" data-anchor-id="the-objective-function-
 <div class="cell" data-execution_count="5">
 <div class="sourceCode cell-code" id="cb5"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb5-1"><a href="#cb5-1" aria-hidden="true" tabindex="-1"></a>spot_0.run()</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 <div class="cell-output cell-output-display" data-execution_count="5">
-<pre><code>&lt;spotPython.spot.spot.Spot at 0x152423e20&gt;</code></pre>
+<pre><code>&lt;spotPython.spot.spot.Spot at 0x15f23bc10&gt;</code></pre>
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 </div>
 <div class="cell" data-execution_count="6">
@@ -506,7 +506,7 @@ <h2 data-number="1.4" class="anchored" data-anchor-id="spot-parameters-fun_evals
 <p><img src="01_spot_intro_files/figure-html/cell-10-output-2.png" width="600" height="449"></p>
 </div>
 <div class="cell-output cell-output-display" data-execution_count="9">
-<pre><code>&lt;spotPython.spot.spot.Spot at 0x1524a85b0&gt;</code></pre>
+<pre><code>&lt;spotPython.spot.spot.Spot at 0x15f3ea7a0&gt;</code></pre>
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 </div>
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docs/01_spot_intro_files/figure-html/cell-10-output-2.png

@@ -409,7 +409,7 @@ <h3 data-number="2.1.1" class="anchored" data-anchor-id="the-objective-function-
 </code></pre>
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 <div class="cell-output cell-output-display" data-execution_count="3">
-<pre><code>&lt;spotPython.spot.spot.Spot at 0x10a0d9d50&gt;</code></pre>
+<pre><code>&lt;spotPython.spot.spot.Spot at 0x11103b550&gt;</code></pre>
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 </div>
 </section>

docs/02_spot_multidim.html

@@ -386,7 +386,7 @@ <h3 data-number="3.1.1" class="anchored" data-anchor-id="the-objective-function-
 <span id="cb3-4"><a href="#cb3-4" aria-hidden="true" tabindex="-1"></a></span>
 <span id="cb3-5"><a href="#cb3-5" aria-hidden="true" tabindex="-1"></a>spot_2.run()</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 <div class="cell-output cell-output-display" data-execution_count="3">
-<pre><code>&lt;spotPython.spot.spot.Spot at 0x154b868c0&gt;</code></pre>
+<pre><code>&lt;spotPython.spot.spot.Spot at 0x1518f6890&gt;</code></pre>
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 </div>
 </section>
@@ -427,7 +427,7 @@ <h2 data-number="3.2" class="anchored" data-anchor-id="example-with-anisotropic-
 <span id="cb9-4"><a href="#cb9-4" aria-hidden="true" tabindex="-1"></a>                   surrogate_control<span class="op">=</span>{<span class="st">"n_theta"</span>: <span class="dv">2</span>})</span>
 <span id="cb9-5"><a href="#cb9-5" aria-hidden="true" tabindex="-1"></a>spot_2_anisotropic.run()</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 <div class="cell-output cell-output-display" data-execution_count="6">
-<pre><code>&lt;spotPython.spot.spot.Spot at 0x1570623e0&gt;</code></pre>
+<pre><code>&lt;spotPython.spot.spot.Spot at 0x153d2cdf0&gt;</code></pre>
 </div>
 </div>
 <section id="taking-a-look-at-the-theta-values" class="level3" data-number="3.2.1">

docs/03_spot_anisotropic.html

@@ -407,7 +407,7 @@ <h3 data-number="4.1.2" class="anchored" data-anchor-id="running-the-surrogate-m
 <div class="cell" data-execution_count="5">
 <div class="sourceCode cell-code" id="cb7"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb7-1"><a href="#cb7-1" aria-hidden="true" tabindex="-1"></a>spot_2.run()</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 <div class="cell-output cell-output-display" data-execution_count="5">
-<pre><code>&lt;spotPython.spot.spot.Spot at 0x15d31a620&gt;</code></pre>
+<pre><code>&lt;spotPython.spot.spot.Spot at 0x159816560&gt;</code></pre>
 </div>
 </div>
 </section>
@@ -513,7 +513,7 @@ <h3 data-number="4.2.1" class="anchored" data-anchor-id="gaussianprocessregresso
 <span id="cb22-8"><a href="#cb22-8" aria-hidden="true" tabindex="-1"></a>                   surrogate <span class="op">=</span> S_GP)</span>
 <span id="cb22-9"><a href="#cb22-9" aria-hidden="true" tabindex="-1"></a>spot_2_GP.run()</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 <div class="cell-output cell-output-display" data-execution_count="15">
-<pre><code>&lt;spotPython.spot.spot.Spot at 0x15ffe44f0&gt;</code></pre>
+<pre><code>&lt;spotPython.spot.spot.Spot at 0x15d6ebc70&gt;</code></pre>
 </div>
 </div>
 <div class="cell" data-execution_count="16">
@@ -525,12 +525,12 @@ <h3 data-number="4.2.1" class="anchored" data-anchor-id="gaussianprocessregresso
 <div class="cell" data-execution_count="17">
 <div class="sourceCode cell-code" id="cb25"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb25-1"><a href="#cb25-1" aria-hidden="true" tabindex="-1"></a>spot_2_GP.print_results()</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 <div class="cell-output cell-output-stdout">
-<pre><code>min y: 0.39807147847990976
-x0: 3.146381711881626
-x1: 2.279870982352992</code></pre>
+<pre><code>min y: 0.3981999166631418
+x0: 3.1493455599412683
+x1: 2.273858589855384</code></pre>
 </div>
 <div class="cell-output cell-output-display" data-execution_count="17">
-<pre><code>[['x0', 3.146381711881626], ['x1', 2.279870982352992]]</code></pre>
+<pre><code>[['x0', 3.1493455599412683], ['x1', 2.273858589855384]]</code></pre>
 </div>
 </div>
 </section>
@@ -585,19 +585,19 @@ <h2 data-number="4.3" class="anchored" data-anchor-id="example-one-dimensional-s
 <p><img src="04_spot_sklearn_surrogate_files/figure-html/cell-20-output-8.png" width="604" height="449"></p>
 </div>
 <div class="cell-output cell-output-display" data-execution_count="19">
-<pre><code>&lt;spotPython.spot.spot.Spot at 0x161283a60&gt;</code></pre>
+<pre><code>&lt;spotPython.spot.spot.Spot at 0x15d947f40&gt;</code></pre>
 </div>
 </div>
 <section id="results" class="level3" data-number="4.3.1">
 <h3 data-number="4.3.1" class="anchored" data-anchor-id="results"><span class="header-section-number">4.3.1</span> Results</h3>
 <div class="cell" data-execution_count="20">
 <div class="sourceCode cell-code" id="cb31"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb31-1"><a href="#cb31-1" aria-hidden="true" tabindex="-1"></a>spot_1.print_results()</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 <div class="cell-output cell-output-stdout">
-<pre><code>min y: 2.1786524623022742e-08
-x0: -0.00014760259016366462</code></pre>
+<pre><code>min y: 4.487739040061708e-08
+x0: -0.0002118428436379598</code></pre>
 </div>
 <div class="cell-output cell-output-display" data-execution_count="20">
-<pre><code>[['x0', -0.00014760259016366462]]</code></pre>
+<pre><code>[['x0', -0.0002118428436379598]]</code></pre>
 </div>
 </div>
 <div class="cell" data-execution_count="21">
@@ -660,17 +660,17 @@ <h2 data-number="4.4" class="anchored" data-anchor-id="example-sklearn-model-gau
 <p><img src="04_spot_sklearn_surrogate_files/figure-html/cell-24-output-8.png" width="604" height="449"></p>
 </div>
 <div class="cell-output cell-output-display" data-execution_count="23">
-<pre><code>&lt;spotPython.spot.spot.Spot at 0x15d713550&gt;</code></pre>
+<pre><code>&lt;spotPython.spot.spot.Spot at 0x1598156c0&gt;</code></pre>
 </div>
 </div>
 <div class="cell" data-execution_count="24">
 <div class="sourceCode cell-code" id="cb38"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb38-1"><a href="#cb38-1" aria-hidden="true" tabindex="-1"></a>spot_1_GP.print_results()</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 <div class="cell-output cell-output-stdout">
-<pre><code>min y: 5.040770811359791e-10
-x0: 2.245166098835405e-05</code></pre>
+<pre><code>min y: 3.3006830558021305e-10
+x0: 1.8167782076528027e-05</code></pre>
 </div>
 <div class="cell-output cell-output-display" data-execution_count="24">
-<pre><code>[['x0', 2.245166098835405e-05]]</code></pre>
+<pre><code>[['x0', 1.8167782076528027e-05]]</code></pre>
 </div>
 </div>
 <div class="cell" data-execution_count="25">