invert4geom.plot_optuna_figures

plot_optuna_figures(study, target_names, include_duration=False, plot_history=True, plot_slice=True, plot_importance=True)

plot the results of an optuna optimization

Parameters:

• study (optuna.study.Study) – the optuna study object

• target_names (list[str]) – list of names for parameters in the study

• include_duration (bool, optional) – whether to add the duration to the plot, by default False

• plot_history (bool, optional) – choose to plot the optimization history, by default True

• plot_slice (bool, optional) – choose to plot the parameter values vs. score for each parameter, by default True

• plot_importance (bool)

Return type:

None