baybe.insights.shap¶

SHAP insights.

Module Attributes

`SHAP_EXPLAINERS`	Supported SHAP explainer types for `baybe.insights.shap.SHAPInsight`
`NON_SHAP_EXPLAINERS`	Supported non-SHAP explainer types for `baybe.insights.shap.SHAPInsight`
`EXPLAINERS`	Supported explainer types for `baybe.insights.shap.SHAPInsight`
`SHAP_PLOTS`	Supported plot types for `baybe.insights.shap.SHAPInsight.plot()`

Functions

`is_shap_explainer`(explainer)	Indicate if the given explainer is a SHAP explainer or not (e.g. MAPLE, LIME).
`make_explainer_for_surrogate`(surrogate, data)	Create a SHAP explainer for a given surrogate model.

Classes

Class for SHAP-based feature importance insights.