The Visualization submodule – Analyzing HpBandster Runs

hpbandster.visualization.concurrent_runs_over_time(runs, num_points=512, show=False)

hpbandster.visualization.correlation_across_budgets(results_object, show=False)

hpbandster.visualization.default_tool_tips(result_object, learning_curves, include_run_info=False)

hpbandster.visualization.finished_runs_over_time(runs, show=False)

hpbandster.visualization.interactive_HBS_plot(learning_curves, tool_tip_strings=None, log_y=False, log_x=False, reset_times=False, color_map='Set3', colors_floats=None, title='', show=True)

hpbandster.visualization.losses_over_time(runs, get_loss_from_run_fn=<function <lambda>>, cmap=<matplotlib.colors.ListedColormap object>, show=False)

hpbandster.visualization.performance_histogram_model_vs_random(runs, id2conf, show=False)