optuna

Optuna-powered hyperparameter tuning integration.

Requires optuna (install via pip install openstef-models[tuning]).

Public API

• HyperparameterTuner — orchestrates Bayesian tuning over HyperParams search spaces.

• TuningResult — result container with best config and Optuna study.

Submodules

openstef_models.integrations.optuna.tuner

Hyperparameter tuner and supporting types.

Classes

HyperparameterTuner(**data)	Bayesian hyperparameter tuner powered by Optuna.
TuningResult(best_config, study, workflow)	Result container for HyperparameterTuner.fit_with_tuning.