v0.1.13 - 2019-08-14
Added
- EBM has new parameter 'binning_strategy'. Can now support quantile based binning.
- EBM now gracefully handles many edge cases around data.
- Selenium support added for visual smoke tests.
Fixed
- Method debug_mode now works in wider environments including WSL.
- Linear models in last version returned the same graphs no matter the selection. Fixed.
Changed
- Testing requirements now fully separate from default user install.
- Internal EBM class has many renames associated with native codebase. Attribute has been changed to Feature.
- Native codebase has many renames. Diff commits from v0.1.12 to v0.1.13 for more details.
- Dependency gevent lightened to take 1.3.6 or greater. This affects cloud/older Python environments.
- Installation for interpret package should now be 'pip install -U interpret'.
- Removal of skope-rules as a required dependency. User now has to install it manually.
- EBM parameter 'cont_n_bins' renamed to 'max_n_bins'.
Experimental (WIP)
- Extensions validation method is hardened to ensure blackbox specs are closely met.
- Explanation methods data and visual, require key of form ('mli', key), to access mli interop.