v0.8.4

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_categorical parameter 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• Fix outdated performance estimation and calculation docs (#223)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)