Scikit-Learn Integration

The hyperactive.integrations.sklearn module provides scikit-learn compatible meta-estimators for hyperparameter optimization.

These classes follow the scikit-learn estimator API and can be used as drop-in replacements for scikit-learn’s GridSearchCV and RandomizedSearchCV.

OptCV(estimator, optimizer, *[, scoring, ...])

Tuning an sklearn estimator via any optimizer in the hyperactive toolbox.