Interpreting Machine Learning Models With SHAP is now also available as a paperback (in color)! 🎉 You can get it from Amazon. What’s SHAP? SHAP, an explainable AI technique, is a method to compute Shapley values for machine learning predictions. It’s a so-called attribution method that fairly attributes the predicted value among the features.