ModelOriented / DALEX

moDel Agnostic Language for Exploration and eXplanation

Home Page:https://dalex.drwhy.ai

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Check if `shap` accepts `pd.DataFrame` (and for which Explainers)

hbaniecki opened this issue · comments

...and possibly remove the conversion from pandas to numpy in ShapWrapper.

Then, explainer.model_info['arrays_accepted'] would become redundant, which in fact fixes #507 by making the scikit Pipeline fail gracefully in the downstream package (with an appropriate exception message).