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Add TreeSHAP dependencies to Alibi-Explain runtime image #796

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adriangonz opened this issue Oct 21, 2022 · 1 comment
Open

Add TreeSHAP dependencies to Alibi-Explain runtime image #796

adriangonz opened this issue Oct 21, 2022 · 1 comment

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@adriangonz
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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
@ascillitoe
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ascillitoe commented Jul 6, 2023

#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.

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