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training_ml_control.hyperopt

training_ml_control.hyperopt#

Module Contents#

Functions#

create_sindy_objective

create_dmd_objective

Data#

__all__

API#

training_ml_control.hyperopt.__all__#

[‘create_sindy_objective’, ‘create_dmd_objective’]

training_ml_control.hyperopt.create_sindy_objective(env: gymnasium.Env, X_train: numpy.typing.NDArray, X_test: numpy.typing.NDArray, U_train: numpy.typing.NDArray, U_test: numpy.typing.NDArray, t_train: numpy.typing.NDArray) → Callable[[optuna.Trial], tuple[float, float]][source]#
training_ml_control.hyperopt.create_dmd_objective(env: gymnasium.Env, X_train: numpy.typing.NDArray, X_test: numpy.typing.NDArray, U_train: numpy.typing.NDArray, U_test: numpy.typing.NDArray) → Callable[[optuna.Trial], float][source]#
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