auto: Rebuild docs.

Author: github-actions

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@@ -52,6 +55,7 @@
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@@ -482,8 +468,8 @@ <h1>PyBADS Example 2: Non-box constraints<a class="headerlink" href="#pybads-exa
 The code used in this example is available as a script <a class="reference download internal" download="" href="../_downloads/f3c67215dbe688f40d2a84390d9ecb79/pybads_example_2_nonbox_constraints.py"><span class="xref download myst">here</span></a>.</p>
 <div class="cell docutils container">
 <div class="cell_input docutils container">
-<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
-<span class="kn">from</span> <span class="nn">pybads</span> <span class="kn">import</span> <span class="n">BADS</span>
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="kn">import</span><span class="w"> </span><span class="nn">numpy</span><span class="w"> </span><span class="k">as</span><span class="w"> </span><span class="nn">np</span>
+<span class="kn">from</span><span class="w"> </span><span class="nn">pybads</span><span class="w"> </span><span class="kn">import</span> <span class="n">BADS</span>
 </pre></div>
 </div>
 </div>
@@ -510,7 +496,7 @@ <h2>1. Problem setup<a class="headerlink" href="#problem-setup" title="Link to t
 <p>where <span class="math notranslate nohighlight">\(M\)</span> is an arbitrary number of inputs.</p>
 <div class="cell docutils container">
 <div class="cell_input docutils container">
-<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="k">def</span> <span class="nf">rosenbrocks_fcn</span><span class="p">(</span><span class="n">x</span><span class="p">):</span>
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="k">def</span><span class="w"> </span><span class="nf">rosenbrocks_fcn</span><span class="p">(</span><span class="n">x</span><span class="p">):</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;Rosenbrock&#39;s &#39;banana&#39; function in any dimension.&quot;&quot;&quot;</span>
     <span class="n">x_2d</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">atleast_2d</span><span class="p">(</span><span class="n">x</span><span class="p">)</span>
     <span class="k">return</span> <span class="n">np</span><span class="o">.</span><span class="n">sum</span><span class="p">(</span><span class="mi">100</span> <span class="o">*</span> <span class="p">(</span><span class="n">x_2d</span><span class="p">[:,</span> <span class="mi">0</span><span class="p">:</span><span class="o">-</span><span class="mi">1</span><span class="p">]</span><span class="o">**</span><span class="mi">2</span> <span class="o">-</span> <span class="n">x_2d</span><span class="p">[:,</span> <span class="mi">1</span><span class="p">:])</span><span class="o">**</span><span class="mi">2</span> <span class="o">+</span> <span class="p">(</span><span class="n">x_2d</span><span class="p">[:,</span> <span class="mi">0</span><span class="p">:</span><span class="o">-</span><span class="mi">1</span><span class="p">]</span><span class="o">-</span><span class="mi">1</span><span class="p">)</span><span class="o">**</span><span class="mi">2</span><span class="p">,</span> <span class="n">axis</span><span class="o">=</span><span class="mi">1</span><span class="p">)</span>
@@ -519,7 +505,7 @@ <h2>1. Problem setup<a class="headerlink" href="#problem-setup" title="Link to t
 <span class="n">lower_bounds</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">array</span><span class="p">([</span><span class="o">-</span><span class="mi">1</span><span class="p">,</span> <span class="o">-</span><span class="mi">1</span><span class="p">])</span>
 <span class="n">upper_bounds</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">array</span><span class="p">([</span><span class="mi">1</span><span class="p">,</span> <span class="mi">1</span><span class="p">])</span>
 
-<span class="k">def</span> <span class="nf">circle_constr</span><span class="p">(</span><span class="n">x</span><span class="p">):</span>
+<span class="k">def</span><span class="w"> </span><span class="nf">circle_constr</span><span class="p">(</span><span class="n">x</span><span class="p">):</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;Return constraints violation outside the unit circle.&quot;&quot;&quot;</span>
     <span class="n">x_2d</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">atleast_2d</span><span class="p">(</span><span class="n">x</span><span class="p">)</span>
     <span class="c1"># Note that nonboxcons assumes the function takes a 2D input </span>
@@ -644,7 +630,8 @@ <h3>Remarks<a class="headerlink" href="#remarks" title="Link to this heading">#<
 
 
 
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@@ -673,6 +660,10 @@ <h3>Remarks<a class="headerlink" href="#remarks" title="Link to this heading">#<
 
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