v0.5.11

docs

Author: bartzbeielstein

docs/01_spot_intro.html

@@ -430,7 +430,7 @@ <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 0x169c7a200&gt;</code></pre>
+<pre><code>&lt;spotPython.spot.spot.Spot at 0x1354290c0&gt;</code></pre>
 </div>
 </div>
 <div class="cell" data-execution_count="6">
@@ -482,7 +482,7 @@ <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 0x169d79690&gt;</code></pre>
+<pre><code>&lt;spotPython.spot.spot.Spot at 0x135b389a0&gt;</code></pre>
 </div>
 </div>
 </section>

docs/01_spot_intro_files/figure-html/cell-12-output-1.png

@@ -385,7 +385,7 @@ <h3 data-number="2.1.1" class="anchored" data-anchor-id="the-objective-function-
 </code></pre>
 </div>
 <div class="cell-output cell-output-display" data-execution_count="3">
-<pre><code>&lt;spotPython.spot.spot.Spot at 0x107b6d420&gt;</code></pre>
+<pre><code>&lt;spotPython.spot.spot.Spot at 0x107cc1d50&gt;</code></pre>
 </div>
 </div>
 </section>

docs/01_spot_intro_files/figure-html/cell-8-output-1.png

@@ -362,7 +362,7 @@ <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 0x106f6e560&gt;</code></pre>
+<pre><code>&lt;spotPython.spot.spot.Spot at 0x1354211b0&gt;</code></pre>
 </div>
 </div>
 </section>
@@ -403,7 +403,7 @@ <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 0x15fba3a90&gt;</code></pre>
+<pre><code>&lt;spotPython.spot.spot.Spot at 0x13555ca00&gt;</code></pre>
 </div>
 </div>
 <section id="taking-a-look-at-the-theta-values" class="level3" data-number="3.2.1">

docs/02_spot_multidim.html

@@ -383,7 +383,7 @@ <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 0x296198d60&gt;</code></pre>
+<pre><code>&lt;spotPython.spot.spot.Spot at 0x1033ae4a0&gt;</code></pre>
 </div>
 </div>
 </section>
@@ -489,7 +489,7 @@ <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 0x2b21a49d0&gt;</code></pre>
+<pre><code>&lt;spotPython.spot.spot.Spot at 0x16838d570&gt;</code></pre>
 </div>
 </div>
 <div class="cell" data-execution_count="16">
@@ -501,12 +501,12 @@ <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: 0.39795801268872033
-x0: 3.1437193954948177
-x1: 2.280337712260447</code></pre>
+<pre><code>min y: 0.39820887766041757
+x0: 3.1496777572038104
+x1: 2.2714748202662483</code></pre>
 </div>
 <div class="cell-output cell-output-display" data-execution_count="17">
-<pre><code>[['x0', 3.1437193954948177], ['x1', 2.280337712260447]]</code></pre>
+<pre><code>[['x0', 3.1496777572038104], ['x1', 2.2714748202662483]]</code></pre>
 </div>
 </div>
 </section>
@@ -561,7 +561,7 @@ <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 0x2b21c4400&gt;</code></pre>
+<pre><code>&lt;spotPython.spot.spot.Spot at 0x16838f6d0&gt;</code></pre>
 </div>
 </div>
 <section id="results" class="level3" data-number="4.3.1">
@@ -636,17 +636,17 @@ <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 0x297e98d90&gt;</code></pre>
+<pre><code>&lt;spotPython.spot.spot.Spot at 0x16802dba0&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: 1.4655862288352007e-09
-x0: -3.8282975705072886e-05</code></pre>
+<pre><code>min y: 1.1056384820938813e-09
+x0: 3.3251142568246905e-05</code></pre>
 </div>
 <div class="cell-output cell-output-display" data-execution_count="24">
-<pre><code>[['x0', -3.8282975705072886e-05]]</code></pre>
+<pre><code>[['x0', 3.3251142568246905e-05]]</code></pre>
 </div>
 </div>
 <div class="cell" data-execution_count="25">