optuna.visualization.matplotlibΒΆ

Note

The following functions use Matplotlib as a backend.

optuna.visualization.matplotlib.plot_contour

Plot the parameter relationship as contour plot in a study with Matplotlib.

optuna.visualization.matplotlib.plot_edf

Plot the objective value EDF (empirical distribution function) of a study with Matplotlib.

optuna.visualization.matplotlib.plot_intermediate_values

Plot intermediate values of all trials in a study with Matplotlib.

optuna.visualization.matplotlib.plot_optimization_history

Plot optimization history of all trials in a study with Matplotlib.

optuna.visualization.matplotlib.plot_parallel_coordinate

Plot the high-dimensional parameter relationships in a study with Matplotlib.

optuna.visualization.matplotlib.plot_param_importances

Plot hyperparameter importances with Matplotlib.

optuna.visualization.matplotlib.plot_slice

Plot the parameter relationship as slice plot in a study with Matplotlib.

optuna.visualization.matplotlib.is_available

Returns whether visualization with Matplotlib is available or not.