pyreal.visualize.strip_plot#

pyreal.visualize.strip_plot(explanation, type='strip', num_features=5, discrete=False, show=False, filename=None, marker_size=3, palette=None, show_legend=True, **kwargs)[source]#

Generates a strip plot (type=”strip”) or a swarm plot (type=”swarm”) from a set of feature contributions.

Parameters:

  • explanation (DataFrame or FeatureBased) – One output DataFrame from RealApp.produce_feature_contributions OR FeatureContributions explanation object

  • (String (type) – The type of plot to generate

  • ["strip" (one of) – The type of plot to generate

  • "swarm"] – The type of plot to generate

  • num_features (int) – Number of features to show

  • discrete (Boolean) – If true, give discrete legends for each row. Otherwise, give a colorbar legend

  • show (Boolean) – If True, show the figure

  • filename (string or None) – If not None, save the figure as filename

  • marker_size (int) – Size of markers to use in plot

  • palette (seaborn palette name, list, or dict) – Colors to use in the plot. See seaborn.color_palette for more info

  • show_legend (Boolean) – If False, hide the legend

  • **kwargs – Additional arguments to pass to seaborn.swarmplot or seaborn.stripplot