deephyper.analysis.hpo.plot_search_trajectory_single_objective_hpo#
- deephyper.analysis.hpo.plot_search_trajectory_single_objective_hpo(results, show_failures: bool = True, column='objective', ax=None, **kwargs)[source]#
Plot the search trajectory of a Single-Objective Hyperparameter Optimization.
- Parameters:
results (pd.DataFrame) – the results of Hyperparameter Optimization.
show_failures (bool, optional) – whether to show the failed objectives. Defaults to
True
.column (str, optional) – the column to use for the y-axis of the plot. Defaults to
"objective"
.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)