SelfExplainML/PiML-Toolbox

SHAP Summary plot for all SHAP values.

ArbyC opened this issue · 1 comments

ArbyC commented

The SHAP value for each sample index can be drawn using the model however, I couldn't find a way to develop the SHAP value summary plot using the package. Is there a way to develop other SHAP plots like SHAP Dependence Contribution Plots and summary plot for the model developed using custom data?

ZebinYang commented

Hi @ArbyC, thanks for your helpful suggestion.
We will provide APIs for SHAP summary plots in the new release (V0.1.5) later this week.