API Reference

This is the API reference for the shapiq package.

shapiq.interaction_values	Central output container for interaction scores produced by approximators and explainers.
shapiq.game	Base Game class wrapping any callable as a cooperative game for Shapley analysis.
shapiq.explainer	High-level interfaces for explaining ML model predictions.
shapiq.approximator	Algorithms for approximating Shapley values and interaction indices.
shapiq.imputer	Imputation strategies for handling missing feature coalitions in tabular explanations.
shapiq.game_theory	Game-theoretic concepts and algorithms.
shapiq.plot	Visualization functions for InteractionValues.
shapiq.datasets	Built-in datasets for benchmarking and examples.
shapiq.utils	Low-level utility functions for working with subsets, coalitions, and modules.
shapiq.tree	Tree-based explanation algorithms, including TreeSHAP-IQ.