SHAP Summary plot for all SHAP values.

SelfExplainML / PiML-Toolbox

PiML (Python Interpretable Machine Learning) toolbox for model development & diagnostics

https://selfexplainml.github.io/PiML-Toolbox

Apache License 2.0

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SHAP Summary plot for all SHAP values. #8

Closed ArbyC closed 2 years ago

ArbyC commented 2 years ago

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 2 years ago

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.