v0.8.0

v0.8.0 (2021-12-09)

Full Changelog

Added

• Offline and online versions of Fisher's Exact Test detector for supervised drift detection on binary data: from alibi_detect.cd import FETDrift, FETDriftOnline.
• Offline and online versions of Cramér-von Mises detector for supervised drift detection on continuous data: from alibi_detect.cd import CVMDrift, CVMDriftOnline.
• Offline supervised drift detection example on the penguin classification dataset.

Changed

• Refactored online detectors to separate updating of state (#371).
• Update tensorflow lower bound to 2.2 due to minimum requirements from transformers.

Fixed

• Fixed incorrect kwarg name in utils.tensorflow.distance.permed_lsdd function (#399).

Development

• Updated sphinx for documentation building to >=4.2.0.
• Added a CITATIONS.cff file for consistent citing of the library.
• CI actions are now not triggered on draft PRs (apart from a readthedoc build).
• Removed dependency on nbsphinx_link and moved examples under doc/source/examples with symlinks from the top-level examples directory.