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reference/spotpython/fun/xai_hyperlight/index.html

@@ -5089,7 +5089,8 @@ <h2 id="spotpython.fun.xai_hyperlight.XAI_HyperLight" class="doc doc-heading">
 <span class="normal">180</span>
 <span class="normal">181</span>
 <span class="normal">182</span>
-<span class="normal">183</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">class</span> <span class="nc">XAI_HyperLight</span><span class="p">:</span>
+<span class="normal">183</span>
+<span class="normal">184</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">class</span> <span class="nc">XAI_HyperLight</span><span class="p">:</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">    Hyperparameter Tuning for Lightning considering XAI inconsistency.</span>
 
@@ -5219,6 +5220,7 @@ <h2 id="spotpython.fun.xai_hyperlight.XAI_HyperLight" class="doc doc-heading">
 <span class="sd">        &quot;&quot;&quot;</span>
         <span class="n">z_res</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="n">dtype</span><span class="o">=</span><span class="nb">float</span><span class="p">)</span>
         <span class="n">xai_res</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="n">dtype</span><span class="o">=</span><span class="nb">float</span><span class="p">)</span>
+        <span class="n">xai_attr</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">nan</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">check_X_shape</span><span class="p">(</span><span class="n">X</span><span class="o">=</span><span class="n">X</span><span class="p">,</span> <span class="n">fun_control</span><span class="o">=</span><span class="n">fun_control</span><span class="p">)</span>
         <span class="n">var_dict</span> <span class="o">=</span> <span class="n">assign_values</span><span class="p">(</span><span class="n">X</span><span class="p">,</span> <span class="n">get_var_name</span><span class="p">(</span><span class="n">fun_control</span><span class="p">))</span>
         <span class="c1"># type information and transformations are considered in generate_one_config_from_var_dict:</span>
@@ -5714,7 +5716,8 @@ <h3 id="spotpython.fun.xai_hyperlight.XAI_HyperLight.fun" class="doc doc-heading
 <span class="normal">180</span>
 <span class="normal">181</span>
 <span class="normal">182</span>
-<span class="normal">183</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">def</span> <span class="nf">fun</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">X</span><span class="p">:</span> <span class="n">np</span><span class="o">.</span><span class="n">ndarray</span><span class="p">,</span> <span class="n">fun_control</span><span class="p">:</span> <span class="nb">dict</span> <span class="o">=</span> <span class="kc">None</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">np</span><span class="o">.</span><span class="n">ndarray</span><span class="p">:</span>
+<span class="normal">183</span>
+<span class="normal">184</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">def</span> <span class="nf">fun</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">X</span><span class="p">:</span> <span class="n">np</span><span class="o">.</span><span class="n">ndarray</span><span class="p">,</span> <span class="n">fun_control</span><span class="p">:</span> <span class="nb">dict</span> <span class="o">=</span> <span class="kc">None</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">np</span><span class="o">.</span><span class="n">ndarray</span><span class="p">:</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;</span>
 <span class="sd">    Evaluates the function for the given input array X and control parameters.</span>
 <span class="sd">    Calls the train_model function from spotpython.light.trainmodel</span>
@@ -5770,6 +5773,7 @@ <h3 id="spotpython.fun.xai_hyperlight.XAI_HyperLight.fun" class="doc doc-heading
 <span class="sd">    &quot;&quot;&quot;</span>
     <span class="n">z_res</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="n">dtype</span><span class="o">=</span><span class="nb">float</span><span class="p">)</span>
     <span class="n">xai_res</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="n">dtype</span><span class="o">=</span><span class="nb">float</span><span class="p">)</span>
+    <span class="n">xai_attr</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">nan</span>
     <span class="bp">self</span><span class="o">.</span><span class="n">check_X_shape</span><span class="p">(</span><span class="n">X</span><span class="o">=</span><span class="n">X</span><span class="p">,</span> <span class="n">fun_control</span><span class="o">=</span><span class="n">fun_control</span><span class="p">)</span>
     <span class="n">var_dict</span> <span class="o">=</span> <span class="n">assign_values</span><span class="p">(</span><span class="n">X</span><span class="p">,</span> <span class="n">get_var_name</span><span class="p">(</span><span class="n">fun_control</span><span class="p">))</span>
     <span class="c1"># type information and transformations are considered in generate_one_config_from_var_dict:</span>