deephyper.analysis.hpo.plot_search_trajectory_single_objective_hpo#
- deephyper.analysis.hpo.plot_search_trajectory_single_objective_hpo(results, show_failures: bool = True, ax=None, **kwargs)[source]#
Plot the search trajectory of a Single-Objective Hyperparameter Search.
- Parameters:
results (pd.DataFrame) – the results of a Hyperparameter Search.
show_failures (bool, optional) – whether to show the failed objectives. Defaults to
True
.ax (matplotlib.pyplot.axes) – the axes to use for the plot.
- Returns:
the figure and axes of the plot.
- Return type:
(matplotlib.pyplot.figure, matplotlib.pyplot.axes)