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.

• Migrating to the new “Explanation” API

explainers

See also: Explainer API Reference.

• Exact explainer
• GPUTree explainer
• Permutation explainer

maskers

See also: Masker API Reference.

• Using a custom masker

models

Work in progress.

plots

See also: Plot API Reference.

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