BayesSearchCV

Scikit-learn hyperparameter search wrapper.

Search for parameters of machine learning models that result in best cross-validation performance
Algorithms: BayesSearchCV

Tuning

Tuning a scikit-learn estimator with skopt

Tuning the hyper-parameters

Visualizing

Visualizing optimization results

Visualizing

Comparing surrogate models

Comparing surrogate models

Algorithms: dummy_minimize, gp_minimize, forest_minimize

Comparing surrogate models

Bayesian optimization

Bayesian optimization with skopt

Algorithms: gp_minimize

Bayesian optimization