docs

Author: bartzbeielstein

docs/01_spot_intro.html

@@ -403,7 +403,7 @@ <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 0x145c47a90&gt;</code></pre>
+<pre><code>&lt;spotPython.spot.spot.Spot at 0x105674a60&gt;</code></pre>
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 </div>
 </section>

docs/02_spot_multidim.html

@@ -380,7 +380,7 @@ <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 0x14a237730&gt;</code></pre>
+<pre><code>&lt;spotPython.spot.spot.Spot at 0x17e173b50&gt;</code></pre>
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@@ -421,7 +421,7 @@ <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 0x14a452f80&gt;</code></pre>
+<pre><code>&lt;spotPython.spot.spot.Spot at 0x17e2b20b0&gt;</code></pre>
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 </div>
 <section id="taking-a-look-at-the-theta-values" class="level3" data-number="3.2.1">

docs/03_spot_anisotropic.html

@@ -401,7 +401,7 @@ <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 0x105374730&gt;</code></pre>
+<pre><code>&lt;spotPython.spot.spot.Spot at 0x105e92170&gt;</code></pre>
 </div>
 </div>
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@@ -507,7 +507,7 @@ <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 0x297ea05b0&gt;</code></pre>
+<pre><code>&lt;spotPython.spot.spot.Spot at 0x13b7a0b20&gt;</code></pre>
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 </div>
 <div class="cell" data-execution_count="16">
@@ -519,12 +519,12 @@ <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: 0.39807674818137606
-x0: 3.14746935165836
-x1: 2.275277765679675</code></pre>
+<pre><code>min y: 0.3981461047166537
+x0: 3.148369249338284
+x1: 2.275907620750723</code></pre>
 </div>
 <div class="cell-output cell-output-display" data-execution_count="17">
-<pre><code>[['x0', 3.14746935165836], ['x1', 2.275277765679675]]</code></pre>
+<pre><code>[['x0', 3.148369249338284], ['x1', 2.275907620750723]]</code></pre>
 </div>
 </div>
 </section>
@@ -579,7 +579,7 @@ <h1 data-number="5"><span class="header-section-number">5</span> Example: One-di
 <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 0x297ea0820&gt;</code></pre>
+<pre><code>&lt;spotPython.spot.spot.Spot at 0x13b7a0310&gt;</code></pre>
 </div>
 </div>
 <section id="results" class="level3" data-number="5.0.1">
@@ -653,17 +653,17 @@ <h2 data-number="5.1" 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 0x297ad0f10&gt;</code></pre>
+<pre><code>&lt;spotPython.spot.spot.Spot at 0x13b400760&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: 1.5293316405868143e-08
-x0: 0.00012366614898939865</code></pre>
+<pre><code>min y: 7.6867358756407e-11
+x0: -8.767403193443712e-06</code></pre>
 </div>
 <div class="cell-output cell-output-display" data-execution_count="24">
-<pre><code>[['x0', 0.00012366614898939865]]</code></pre>
+<pre><code>[['x0', -8.767403193443712e-06]]</code></pre>
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