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The TreeSHAP explainer needs access to the underlying model instance. Therefore, to ensure TreeSHAP works out-of-the-box, we'll need to ensure the following libraries are present on the Alibi Explain runtime image:
XGBoost
LightGBM
CatBoost
SKLearn
The text was updated successfully, but these errors were encountered:
#1279 adds XGBoost, LightGBM and SKLearn to the runtime deps. CatBoost is still TODO, since for consistency we might want to wait for an mlserver_catboost runtime to be added first.
The
TreeSHAP
explainer needs access to the underlying model instance. Therefore, to ensureTreeSHAP
works out-of-the-box, we'll need to ensure the following libraries are present on the Alibi Explain runtime image:The text was updated successfully, but these errors were encountered: