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release v0.18.0

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@imatiach-msft imatiach-msft released this 14 May 15:50
fa24e66
  • upgrade shap to 0.39.0, which deprecated python 3.5 and added python 3.8 support
  • Add cuML GPU SHAP KernelExplainer
  • update abstract classes to use ABC instead of ABCMeta
  • remove warning on mimic explainer relating to categorical features
  • Add test case of serializing pandas timestamp
  • add sparse feature importance support for lightgbm surrogate model
  • add support for drop parameter in one hot encoder