Version 0.1.15

v0.1.15 - 2019-08-26

Experimental (WIP)

• Multiclass EBM added. Includes visualization and postprocessing. Currently does not support multiclass pairs.

Version 0.1.14

v0.1.14 - 2019-08-20

Fixed

• Fixed occasional browser crash relating to density graphs.
• Fixed decision trees not displaying in Jupyter notebooks.

Changed

• Dash components no longer pinned. Upgraded to latest.
• Upgrade from dash-table-experiment to dash-table.
• Numerous renames within native code.

Experimental (WIP)

• Explanation data methods for PDP, EBM enabled for mli interop.

Version 0.1.13

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.

Version 0.1.12

v0.1.12

Bump to v0.1.12

Version 0.1.11

v0.1.11

Bump to v0.1.11

Version 0.1.10

v0.1.10

Included requests as dependency.

Version 0.1.9

v0.1.9

Bumped to v0.1.9

Version 0.1.8

v0.1.8

EBM predict_proba calibration bug fixed.

Version 0.1.7

v0.1.7

Fixed incorrect test for init_show_server.

Version 0.1.6

v0.1.6

Bump to v0.1.6