Partial Dependence

These demonstrations of the partial dependence in scikit-explain are generated from tutorial notebooks that are available on GitHub

General Use

• Partial Dependence Documentation
• Partial Dependence Plots

Color-coding ICE Curves

• Color-coding Individual Conditional Expectation (ICE) plots

Comparing Methods

• Plotting ALE, PD, and SHAP on the same plot