CADETProcess.optimization.OptimizationResults.plot_pairwise

OptimizationResults.plot_pairwise(fig: Figure | None = None, axs: ndarray[tuple[Any, ...], dtype[Axes]] | None = None, n_bins: int = 20, use_transformed: bool = False, autoscale: bool = True, show: bool = True, plot_directory: str | None = None) → tuple[Figure, ndarray]

Create a pairplot using Matplotlib.

Parameters:

figOptional[plt.Figure], default=None

An optional Matplotlib Figure object. If none is provided, a new figure will be created.

axsOptional[npt.NDArray[plt.Axes]], default=None

An optional array of Matplotlib Axes. If none is provided, new axes will be created.

n_binsint, default=20

Number of bins for histogram plots.

use_transformedbool, optional

If True, use the transformed independent variables. The default is False.

autoscalebool, optional

If True, automatically adjust the scaling of the axes. The default is True.

use_transformedbool, optional

If True, transformed values will be plotted. The default is False.

showbool, optional

If True, display the plot. The default is True.

plot_directorystr, optional

The directory where the plot should be saved. The default is None.

Returns:

tuple

A tuple containing: - plt.Figure: The Matplotlib Figure object. - np.ndarray: An array of Axes objects representing the subplot grid.