Introduction to SHAP with Python
How to create and interpret SHAP plots: waterfall, force, mean SHAP, beeswarm and dependence
Published in
10 min readDec 19, 2021
Updated: 12 March 2023
SHAP is the most powerful Python package for understanding and debugging your models. It can tell us how each model feature has contributed to an individual prediction. By aggregating SHAP values, we can…