interpretml/interpret v0.2.2

Version 0.2.2

on GitHub

v0.2.2 - 2020-10-19

Fixed

• Fixed bug on predicting unknown categories with EBM.
• Fixed bug on max value being placed in its own bin for EBM pre-processing.
• Numerous native fixes and optimizations.

Added

• Added max_interaction_bins as argument to EBM learners for different sized
  bins on interactions, separate to mains.
• New binning method 'quantile_humanized' for EBM.

Changed

• Interactions in EBM now use their own pre-processing, separate to mains.
• Python 3.5 no longer supported.
• Switched from Python to native code for binning.
• Switched from Python to native code for PRNG in EBM.