scikit-learn-compatible hyperparameter search: BayesHalvingSearchCV (or HalvingBayesianSearchCV - Bayesian/GP) and PatternSearchCV (Hooke-Jeeves), with multi-fidelity data growth for faster tuning on large datasets
python machine-learning scikit-learn hyperparameter-optimization bayesian-optimization hyperparameter-tuning hyperparameter-search pattern-search scikit-learn-python model-optimizer hyperparameter-selection automl-algorithms model-optimization halvingrandomsearchcv halvingrandomizedsearchcv halvingbayesiansearchcv pattern-searchcv halvinggridsearchcv halving-gridsearchcv halving-randomsearchcv
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Updated
Aug 14, 2026 - Jupyter Notebook