github shap/shap 0.29.0

latest releases: v0.45.0, v0.44.1, v0.44.0...
4 years ago

A few contribution highlights of this release (in chronological order)

  • Better testing courtesy of @jorgecarleitao
  • Image plot customizations courtesy of @verdimrc
  • Batch norm support for PyTorch in DeepExplainer courtesy of @JiechengZhao
  • Leaky ReLU and other conv layer support for pytorch deep explainer courtesy of @gabrieltseng
  • Fixed keras multi input in gradient explainer and improved random seeds courtesy of @moritzaugustin
  • Support for catBoost ranker courtesy of @doramir
  • Added XGBRanker and LGBMRanker to TreeExplainer courtesy of @imatiach-msft
  • Fix embedding lookup with tf.keras in DeepExplainer courtesy of @andriy-nikolov
  • Custom dependence_plot colors maps courtesy of @rcarneva
  • Fix divide by zero issues possible with CatBoost models courtesy of @dvpolyakov
  • Lots of other bug fixes/improvements!

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