Changed
- Updated univariate drift methods to no longer store all reference data by default (#182)
- Updated univariate drift methods to deal better with missing data (#202)
- Updated the included example datasets
- Critical security updates for dependencies
- Updated visualization of multi-level table headers in the docs (#242)
- Improved typing support for Result classes using generics
Added
- Support for estimating the confusion matrix for binary classification (#191)
- Added
treat_as_categoricalparameter to univariate drift calculator (#239) - Added comparison plots to help visualize two different metrics at once
Fixed
- Fix missing confidence boundaries in some plots (#193)
- Fix incorrect metric names on plot y-axes (#195)
- Fix broken links to external docs (#196)
- Fix missing display name to performance calculation and estimation charts (#200)
- Fix missing confidence boundaries for single metric plots (#203)
- Fix incorrect code in example notebook for ranking
- Fix result corruption when re-using calculators (#206)
- Fix unintentional period filtering (#199)
- Fixed some typing issues (#213)
- Fixed missing data requirements documentation on regression (#215)
- Corrections in the glossary (#214), thanks @sebasmos!
- Fix missing treshold in plotting legend (#219)
- Fix missing annotation in single row & column charts (#221)
- Fix outdated performance estimation and calculation docs (#223)
- Fix categorical encoding of unseen values for DLE (#224)
- Fix incorrect legend for None timeseries (#235)