shapiq.plot

Visualization functions for InteractionValues.

Provides bar plots, beeswarm plots, force plots, network graphs, and more for visualising Shapley values and interaction scores.

Functions

network_plot	Draws the interaction network plot [Mus24net].
stacked_bar_plot	The stacked bar plot interaction scores.
si_graph_plot	Plots the interaction values as an explanation graph.
force_plot	Draws a force plot for the given interaction values.
bar_plot	Draws interaction values as a bar plot (adapted from SHAP).
waterfall_plot	Draws a waterfall plot with the interaction values.
sentence_plot	Plots the first order effects (attributions) of a sentence or paragraph.
upset_plot	Plots the upset plot.
beeswarm_plot	Plots a beeswarm plot of SHAP-IQ interaction values.
scatter_plot	Plots a scatter (dependence) plot of an interaction's per-sample value against one feature.
abbreviate_feature_names	A rudimentary function to abbreviate feature names for plotting.