ultraopt.learning package

Submodules

ultraopt.learning.tpe module

class ultraopt.learning.tpe.TreeParzenEstimator(top_n_percent=15, min_points_in_kde=2, bw_method='scott', cv_times=100, kde_sample_weight_scaler=None)

基类：sklearn.base.BaseEstimator

calc_groups(X)

fit(X: numpy.ndarray, y: numpy.ndarray)

predict(X: numpy.ndarray)

sample(n_candidates=20, sort_by_EI=False, random_state=None, bandwidth_factor=3) → List[ConfigSpace.configuration_space.Configuration]

set_config_transformer(config_transformer)

ultraopt.learning.tpe.estimate_bw(data, bw_method='scott', cv_times=100)

Module contents