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
andinterpret-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
.