SHAP-IQ (shapiq) provides tools for approximating any-order Shapley interactions and benchmarking game-theoretical algorithms for machine learning. It extends the popular shap library to help researchers and end-users explain feature interactions of model predictions. The package implements various approximation methods and supports different interaction indices like Banzhaf and Shapley values.