Deployed fe5a4bd to 5.0 with MkDocs 1.6.0 and mike 2.1.2

Author: SimonBlanke

5.0/api/base_experiment/index.html

@@ -2192,9 +2192,7 @@ <h4 id="scoreparams"><code>score(params)</code></h4>
 <h4 id="paramnames"><code>paramnames()</code></h4>
 <p>Get the parameter names for the search space.</p>
 <p><strong>Returns:</strong>
-- <code>list[str] | None</code>: Parameter names. If <code>None</code>, any parameter keys are accepted.</p>
-<p>Notes:
-- When <code>paramnames()</code> returns a list, <code>params</code> passed to <code>evaluate/score</code> must be a subset of that list; otherwise a <code>ValueError</code> is raised.
+- <code>list[str] | None</code>: Parameter names. If <code>None</code>, any parameter keys are accepted.
 - <code>__call__(params)</code> is provided as shorthand for <code>score(params)</code> and returns only the score (float).
 - Score sign follows the tag <code>property:higher_or_lower_is_better</code>:
   - <code>"higher"</code>: score equals evaluate (higher-is-better)

5.0/optimizers/sklearn/index.html

@@ -1835,7 +1835,6 @@ <h1 id="scikit-learnstyled-optimizers">Scikit-learn–Styled Optimizers</h1>
 <li>Parallelism via optimizer backends (<code>backend</code>, <code>backend_params</code>)</li>
 <li>Results exposed on the optimizer (<code>best_params_</code>, <code>best_score_</code>, etc.)</li>
 </ul>
-<p>Note: These are not thin wrappers over <code>GridSearchCV</code> / <code>RandomizedSearchCV</code>. Cross‑validation is handled by the experiment (<code>SklearnCvExperiment</code>), and parallelization is controlled by Hyperactive’s backends.</p>