github interpretml/interpret v0.2.5
Version 0.2.5

latest releases: v0.6.3, v0.6.2, v0.6.1...
3 years ago

v0.2.5 - 2021-06-21

Added

  • Sample weight support added for EBM.
  • Joint predict_and_contrib added to EBM where both predictions and feature contributions are generated in one call.
  • EBM predictions now substantially faster with categorical featured predictions.
  • Preliminary documentation for all of interpret now public at https://interpret.ml/docs.
  • Decision trees now work in cloud environments (InlineRenderer support).
  • Packages interpret and interpret-core now distributed via sdist.

Fixed

  • EBM uniform binning bug fixed where empty bins can raise exceptions.
  • Users can no longer include duplicate interaction terms for EBM.
  • CSS adjusted for inline rendering such that it does not interfere with its hosting environment.
  • JS dependencies updated.

Experimental

  • Ability to merge multiple EBM models into one. Found in interpret.glassbox.ebm.utils.

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