API Examples

These examples parallel the namespace structure of SHAP. Each object or function in SHAP has a corresponding example notebook here that demonstrates its API usage. The source notebooks are available on GitHub.

explainers

• Exact explainer
• GPUTree explainer
• Permutation explainer

maskers

• Using a custom masker

models

Work in progress.

plots

• bar plot
• beeswarm plot
• decision plot
• heatmap plot
• image plot
• scatter plot
• text plot
• violin summary plot
• waterfall plot