mlos_viz.plot

mlos_viz.plot(exp_data: ExperimentData | None = None, *, results_df: DataFrame | None = None, objectives: Dict[str, Literal['min', 'max']] | None = None, plotter_method: MlosVizMethod = MlosVizMethod.DABL, filter_warnings: bool = True, **kwargs: Any) → None

Plots the results of the experiment.

Intended to be used from a Jupyter notebook.

Parameters:

exp_data: ExperimentData

The experiment data to plot.

results_dfOptional[“pandas.DataFrame”]

Optional results_df to plot. If not provided, defaults to exp_data.results_df property.

objectivesOptional[Dict[str, Literal[“min”, “max”]]]

Optional objectives to plot. If not provided, defaults to exp_data.objectives property.

plotter_method: MlosVizMethod

The method to use for visualizing the experiment results.

filter_warnings: bool

Whether or not to filter some warnings from the plotter.

kwargsdict

Remaining keyword arguments are passed along to the underlying plotter(s).