optuna.prunersΒΆ

optuna.pruners.BasePruner

Base class for pruners.

optuna.pruners.MedianPruner

Pruner using the median stopping rule.

optuna.pruners.NopPruner

Pruner which never prunes trials.

optuna.pruners.PercentilePruner

Pruner to keep the specified percentile of the trials.

optuna.pruners.SuccessiveHalvingPruner

Pruner using Asynchronous Successive Halving Algorithm.

optuna.pruners.HyperbandPruner

Pruner using Hyperband.

optuna.pruners.ThresholdPruner

Pruner to detect outlying metrics of the trials.