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master/dev_docs/roadmap/index.html

@@ -4501,7 +4501,6 @@ <h3 id="features">Features<a class="headerlink" href="#features" title="Permanen
 <li>Improve handling of multi-fidelity for large scale (slurm script modification)</li>
 <li>Evaluate and maybe improve ease-of-use of NePS and DDP etc.</li>
 <li>Optimize dependencies</li>
-<li>neps_examples callable for options of examples</li>
 </ul>
 <h3 id="fixes">Fixes<a class="headerlink" href="#fixes" title="Permanent link">#</a></h3>
 <ul>
@@ -4518,7 +4517,6 @@ <h3 id="refactoring">Refactoring<a class="headerlink" href="#refactoring" title=
 </ul>
 <h3 id="documentation">Documentation<a class="headerlink" href="#documentation" title="Permanent link">#</a></h3>
 <ul>
-<li>Have master as own docs version tag</li>
 <li>Keep citations doc up to date</li>
 <li>Role of analysing runs needs to be higher in docs</li>
 <li>Explain what optimizers are run per default / papers higher in docs</li>
@@ -4548,12 +4546,16 @@ <h3 id="fixes_1">Fixes<a class="headerlink" href="#fixes_1" title="Permanent lin
 </ul>
 <h3 id="refactoring_1">Refactoring<a class="headerlink" href="#refactoring_1" title="Permanent link">#</a></h3>
 <ul>
-<li>Improve neps.optimizers: Maintained vs unmaintained optimizers</li>
-<li>Search space rewrite: Break up search space and config aspect</li>
+<li>Improve neps.optimizers:<ul>
+<li>Maintained vs unmaintained optimizers</li>
+<li>Remove unnecessary / broken optimizers</li>
+</ul>
+</li>
+<li>Break up search space and config aspect</li>
 </ul>
 <h3 id="documentation_1">Documentation<a class="headerlink" href="#documentation_1" title="Permanent link">#</a></h3>
 <ul>
-<li>Hier NAS documentation</li>
+<li>NAS documentation</li>
 </ul>
 <h3 id="tests_1">Tests<a class="headerlink" href="#tests_1" title="Permanent link">#</a></h3>
 <ul>

master/examples/basic_usage/hyperparameters/index.html

@@ -4327,7 +4327,7 @@ <h1>Hyperparameters</h1>
 <a id="__codelineno-0-8" name="__codelineno-0-8" href="#__codelineno-0-8"></a>
 <a id="__codelineno-0-9" name="__codelineno-0-9" href="#__codelineno-0-9"></a><span class="k">def</span> <span class="nf">run_pipeline</span><span class="p">(</span><span class="n">float1</span><span class="p">,</span> <span class="n">float2</span><span class="p">,</span> <span class="n">categorical</span><span class="p">,</span> <span class="n">integer1</span><span class="p">,</span> <span class="n">integer2</span><span class="p">):</span>
 <a id="__codelineno-0-10" name="__codelineno-0-10" href="#__codelineno-0-10"></a>    <span class="n">loss</span> <span class="o">=</span> <span class="o">-</span><span class="nb">float</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">sum</span><span class="p">([</span><span class="n">float1</span><span class="p">,</span> <span class="n">float2</span><span class="p">,</span> <span class="nb">int</span><span class="p">(</span><span class="n">categorical</span><span class="p">),</span> <span class="n">integer1</span><span class="p">,</span> <span class="n">integer2</span><span class="p">]))</span>
-<a id="__codelineno-0-11" name="__codelineno-0-11" href="#__codelineno-0-11"></a>    <span class="n">time</span><span class="o">.</span><span class="n">sleep</span><span class="p">(</span><span class="mf">0.5</span><span class="p">)</span>
+<a id="__codelineno-0-11" name="__codelineno-0-11" href="#__codelineno-0-11"></a>    <span class="n">time</span><span class="o">.</span><span class="n">sleep</span><span class="p">(</span><span class="mf">0.7</span><span class="p">)</span>  <span class="c1"># For demonstration purposes</span>
 <a id="__codelineno-0-12" name="__codelineno-0-12" href="#__codelineno-0-12"></a>    <span class="k">return</span> <span class="n">loss</span>
 <a id="__codelineno-0-13" name="__codelineno-0-13" href="#__codelineno-0-13"></a>
 <a id="__codelineno-0-14" name="__codelineno-0-14" href="#__codelineno-0-14"></a>