optuna

The optuna module is primarily used as an alias for basic Optuna functionality coded in other modules. Currently, two modules are aliased: (1) from optuna.study, functions regarding the Study lifecycle, and (2) from optuna.exceptions, the TrialPruned Exception raised when a trial is pruned.

optuna.create_study

Create a new Study.

optuna.load_study

Load the existing Study that has the specified name.

optuna.delete_study

Delete a Study object.

optuna.copy_study

Copy study from one storage to another.

optuna.get_all_study_summaries

Get all history of studies stored in a specified storage.

optuna.TrialPruned

Exception for pruned trials.