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Author: bartzbeielstein

reference/spotpython/fun/xai_hyperlight/index.html

@@ -5211,7 +5211,7 @@ <h2 id="spotpython.fun.xai_hyperlight.XAI_HyperLight" class="doc doc-heading">
 
             <span class="n">res</span> <span class="o">=</span> <span class="n">z_res</span> <span class="o">+</span> <span class="n">xai_res</span>
 
-        <span class="k">return</span> <span class="n">res</span>
+        <span class="k">return</span> <span class="n">res</span><span class="p">,</span> <span class="n">z_res</span><span class="p">,</span> <span class="n">xai_res</span>
 </code></pre></div></td></tr></table></div>
               </details>
 
@@ -5762,7 +5762,7 @@ <h3 id="spotpython.fun.xai_hyperlight.XAI_HyperLight.fun" class="doc doc-heading
 
         <span class="n">res</span> <span class="o">=</span> <span class="n">z_res</span> <span class="o">+</span> <span class="n">xai_res</span>
 
-    <span class="k">return</span> <span class="n">res</span>
+    <span class="k">return</span> <span class="n">res</span><span class="p">,</span> <span class="n">z_res</span><span class="p">,</span> <span class="n">xai_res</span>
 </code></pre></div></td></tr></table></div>
             </details>
     </div>

reference/spotpython/light/regression/nn_many_to_many_gru_regressor/index.html

@@ -5142,7 +5142,7 @@ <h2 id="spotpython.light.regression.nn_many_to_many_gru_regressor.ManyToManyGRU"
         <span class="bp">self</span><span class="o">.</span><span class="n">output_layer</span> <span class="o">=</span> <span class="n">nn</span><span class="o">.</span><span class="n">Linear</span><span class="p">(</span><span class="n">fc_units</span><span class="p">,</span> <span class="n">output_size</span><span class="p">)</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">activation_fct</span> <span class="o">=</span> <span class="n">activation_fct</span>
 
-    <span class="k">def</span> <span class="nf">forward</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">lengths</span><span class="p">):</span>
+    <span class="k">def</span> <span class="nf">forward</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">lengths</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">torch</span><span class="o">.</span><span class="n">Tensor</span><span class="p">:</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;Forward pass of the ManyToManyGRU model.</span>
 
 <span class="sd">        Args:</span>
@@ -5252,6 +5252,7 @@ <h3 id="spotpython.light.regression.nn_many_to_many_gru_regressor.ManyToManyGRU.
       <tbody>
           <tr class="doc-section-item">
             <td>
+                  <code><span title="torch.Tensor">Tensor</span></code>
             </td>
             <td>
               <div class="doc-md-description">
@@ -5323,7 +5324,7 @@ <h3 id="spotpython.light.regression.nn_many_to_many_gru_regressor.ManyToManyGRU.
 <span class="normal">85</span>
 <span class="normal">86</span>
 <span class="normal">87</span>
-<span class="normal">88</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">def</span> <span class="nf">forward</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">lengths</span><span class="p">):</span>
+<span class="normal">88</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">def</span> <span class="nf">forward</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">lengths</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">torch</span><span class="o">.</span><span class="n">Tensor</span><span class="p">:</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;Forward pass of the ManyToManyGRU model.</span>
 
 <span class="sd">    Args:</span>

reference/spotpython/light/regression/nn_many_to_many_lstm_regressor/index.html

@@ -5142,7 +5142,7 @@ <h2 id="spotpython.light.regression.nn_many_to_many_lstm_regressor.ManyToManyLST
         <span class="bp">self</span><span class="o">.</span><span class="n">output_layer</span> <span class="o">=</span> <span class="n">nn</span><span class="o">.</span><span class="n">Linear</span><span class="p">(</span><span class="n">fc_units</span><span class="p">,</span> <span class="n">output_size</span><span class="p">)</span>
         <span class="bp">self</span><span class="o">.</span><span class="n">activation_fct</span> <span class="o">=</span> <span class="n">activation_fct</span>
 
-    <span class="k">def</span> <span class="nf">forward</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">lengths</span><span class="p">):</span>
+    <span class="k">def</span> <span class="nf">forward</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">lengths</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">torch</span><span class="o">.</span><span class="n">Tensor</span><span class="p">:</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;Forward pass of the ManyToManyLSTM model.</span>
 
 <span class="sd">        Args:</span>
@@ -5252,6 +5252,7 @@ <h3 id="spotpython.light.regression.nn_many_to_many_lstm_regressor.ManyToManyLST
       <tbody>
           <tr class="doc-section-item">
             <td>
+                  <code><span title="torch.Tensor">Tensor</span></code>
             </td>
             <td>
               <div class="doc-md-description">
@@ -5323,7 +5324,7 @@ <h3 id="spotpython.light.regression.nn_many_to_many_lstm_regressor.ManyToManyLST
 <span class="normal">85</span>
 <span class="normal">86</span>
 <span class="normal">87</span>
-<span class="normal">88</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">def</span> <span class="nf">forward</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">lengths</span><span class="p">):</span>
+<span class="normal">88</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">def</span> <span class="nf">forward</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">lengths</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">torch</span><span class="o">.</span><span class="n">Tensor</span><span class="p">:</span>
 <span class="w">    </span><span class="sd">&quot;&quot;&quot;Forward pass of the ManyToManyLSTM model.</span>
 
 <span class="sd">    Args:</span>