optuna.samplersΒΆ

optuna.samplers.BaseSampler

Base class for samplers.

optuna.samplers.GridSampler

Sampler using grid search.

optuna.samplers.RandomSampler

Sampler using random sampling.

optuna.samplers.TPESampler

Sampler using TPE (Tree-structured Parzen Estimator) algorithm.

optuna.samplers.CmaEsSampler

A Sampler using CMA-ES algorithm.

optuna.samplers.IntersectionSearchSpace

A class to calculate the intersection search space of a BaseStudy.

optuna.samplers.intersection_search_space

Return the intersection search space of the BaseStudy.