integration.rst

optuna.integration

AllenNLP

optuna.integration.AllenNLPExecutor optuna.integration.allennlp.dump_best_config optuna.integration.AllenNLPPruningCallback

Catalyst

optuna.integration.CatalystPruningCallback

Chainer

optuna.integration.ChainerPruningExtension optuna.integration.ChainerMNStudy

fast.ai

optuna.integration.FastAIPruningCallback

Keras

optuna.integration.KerasPruningCallback

LightGBM

optuna.integration.LightGBMPruningCallback optuna.integration.lightgbm.train optuna.integration.lightgbm.LightGBMTuner optuna.integration.lightgbm.LightGBMTunerCV

MLflow

optuna.integration.MLflowCallback

MXNet

optuna.integration.MXNetPruningCallback

pycma

optuna.integration.PyCmaSampler optuna.integration.CmaEsSampler

PyTorch

optuna.integration.PyTorchIgnitePruningHandler optuna.integration.PyTorchLightningPruningCallback

scikit-learn

optuna.integration.OptunaSearchCV

scikit-optimize

optuna.integration.SkoptSampler

skorch

optuna.integration.SkorchPruningCallback

TensorFlow

optuna.integration.TensorBoardCallback optuna.integration.TensorFlowPruningHook optuna.integration.TFKerasPruningCallback

XGBoost

optuna.integration.XGBoostPruningCallback