DOC add scikit-optimize to related projects
@@ -44,6 +44,12 @@ enhance the functionality of scikit-learn's estimators.
preprocessors as well as the estimators. Works as a drop-in replacement for a
scikit-learn estimator.
+- `scikit-optimize <https://scikit-optimize.github.io/>`_
+ A library to minimize (very) expensive and noisy black-box functions. It
+ implements several methods for sequential model-based optimization, and
+ includes a replacement for ``GridSearchCV`` or ``RandomizedSearchCV`` to do
+ cross-validated parameter search using any of these strategies.
+
**Experimentation frameworks**
- `REP <https://github.com/yandex/REP>`_ Environment for conducting data-driven
