elphick.sklearn_viz.features.principal_components.plot_scatter_matrix

elphick.sklearn_viz.features.principal_components.plot_scatter_matrix(x, y=None, original_features=False, title=None)[source]

Plot a scatter matrix

Parameters:

  • x (DataFrame) – X values to transform and plot.

  • y (Optional[Series]) – optional series by which to color the markers

  • original_features (bool) – If True, plot the original features, otherwise plot the principal components.

  • title (Optional[str]) – Optional plot title

Return type:

Figure

Returns: