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Releases: Batev/XAI-Analytics

v2.1

19 Jun 17:51

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What is new in 2.1:

  • Add RBO baseline values logic and notebook
  • Update requirements

v2.0

05 Jun 16:28

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What is new in 2.0:

  • Add support for support vector machines (classifier)
  • Add confusion matrix and roc curve plots to classification problems.
  • Remove one of the OHEd features when OHEing binary features.
  • Add RBOs for feature importance.
  • Add explanations with optimized lime and lime stability.
  • Reconstruct textual explanations for local interpreters (LIME and SHAP)
  • Add GridSearch and RandomizedSearch for training.
  • Many bug fixes.

v1.2

05 Jun 15:50

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  • Add example notebook for dataset Risk Factors for Cervical Cancer.
  • Add data preprocessing features to the example notebooks.
  • Improve auto-generated explanations.
  • Minor bugfixes.