optuna.visualization.plot_optimization_history

optuna.visualization.plot_optimization_history(study: optuna.study.Study) → go.Figure[source]

Plot optimization history of all trials in a study.

Example

The following code snippet shows how to plot optimization history.

import optuna

def objective(trial):
    x = trial.suggest_uniform('x', -100, 100)
    y = trial.suggest_categorical('y', [-1, 0, 1])
    return x ** 2 + y

study = optuna.create_study()
study.optimize(objective, n_trials=10)

optuna.visualization.plot_optimization_history(study)
Parameters

study – A Study object whose trials are plotted for their objective values.

Returns

A plotly.graph_objs.Figure object.