model_selection#

autogridsearch_wrapper

Wrap a scikit-learn, pybear, or dask_ml GridSearchCV class with a class that overwrites the fit method of that GridSearchCV.

AutoGridSearchCV

Run multiple passes of grid search with progressively narrower search spaces to find increasingly precise estimates of the best value for each hyperparameter.

GSTCV

Exhaustive cross-validated search over a grid of hyperparameter values and decision thresholds for a binary classifier.

AutoGSTCV

Run multiple passes of grid search with progressively narrower search spaces to find increasingly precise estimates of the best value for each hyperparameter.