Exact Shapley Values for a Prediction

hard
Unit 22 · Bayesian0/0 to milestone

SHAP explains a prediction by sharing out f(x) - E[f] among the features according to Shapley values from game theory. For d features, feature i's value is

Pro problem

Unlock this and every premium problem across all tracks — plus hidden-test grading, advanced AI engineering modules and new content every week.

Start 7-day free trial
solution.py · Python 3.13
Run your code to see results. ⌘↵ to run · ⌘⇧↵ to submit
Exact Shapley Values for a Prediction · TechGradify