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Python Library for Model Interpretation/Explanations

v1.0.0b.10

6 years ago
  • Beta release of the Model Interpretation library. This is the first public release of the library. So, some of the apis and functionalities could still be experimental
    • Global Interpretation - PDP, Variable Importance
    • Local Interpretation - improved LIME

v1.0.0b.2

7 years ago
  • minor bug fixes and improvements
  • better notebook examples

v1.0.0b.1

7 years ago
  • Minor code changes for stability
  • Minor documentation update for better readability

v1.0.0b

7 years ago
  • Support for classifiers without probability scores
  • Support for categorical variables
  • minor code restructuring
  • Column wise stratified sampling support
  • Ability to filter results to subset of classes

v1.0.0-alpha

7 years ago