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ascillitoe committed Mar 18, 2022
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### Added
- Added the [ContextMMDDrift](https://docs.seldon.io/projects/alibi-detect/en/latest/cd/methods/contextmmddrift.html) detector. The context-aware maximum mean discrepancy drift detector ([Cobb and Van Looveren, 2022](https://arxiv.org/abs/2203.08644)) is a kernel based method for detecting drift in a manner that can take relevant context into account.
- The maximum `tensorflow` version has been bumped from 2.7 to 2.8 ([#444](https://github.com/SeldonIO/alibi-detect/pull/444)).

### Fixed
- Fixed an issue experienced when the [Model uncertainty based drift detection](https://docs.seldon.io/projects/alibi-detect/en/latest/examples/cd_model_unc_cifar10_wine.html) example is run on GPU's ([#445](https://github.com/SeldonIO/alibi-detect/pull/445)).
- Fixed an issue with the [Text drift detection on IMDB](https://docs.seldon.io/projects/alibi-detect/en/latest/examples/cd_text_imdb.html) example to allow PyTorch to be used ([#438](https://github.com/SeldonIO/alibi-detect/pull/438)).

### Development
- The maximum `tensorflow` version has been bumped from 2.7 to 2.8 ([#444](https://github.com/SeldonIO/alibi-detect/pull/444)).

## [v0.8.1](https://github.com/SeldonIO/alibi-detect/tree/v0.8.1) (2022-01-18)
[Full Changelog](https://github.com/SeldonIO/alibi-detect/compare/v0.8.0...v0.8.1)

### Added
- **New feature** `ClassifierDrift` now supports `sklearn` models ([#414](https://github.com/SeldonIO/alibi-detect/pull/414)). See [this example](https://docs.seldon.io/projects/alibi-detect/en/latest/examples/cd_clf_adult.html).
- The maximum `tensorflow` version has been bumped from 2.6 to 2.7 ([#377](https://github.com/SeldonIO/alibi-detect/pull/377)).

### Changed
- Python 3.6 has been deprecated from the supported versions as it has reached end-of-life.
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### Development
- `numpy` typing has been updated to be compatible with `numpy 1.22` ([#403](https://github.com/SeldonIO/alibi-detect/pull/403)). This is a prerequisite for upgrading to `tensorflow 2.7`.
- The Alibi Detect CI tests now include Windows and MacOS platforms ([#423](https://github.com/SeldonIO/alibi-detect/pull/423)).
- The maximum `tensorflow` version has been bumped from 2.6 to 2.7 ([#377](https://github.com/SeldonIO/alibi-detect/pull/377)).

## [v0.8.0](https://github.com/SeldonIO/alibi-detect/tree/v0.8.0) (2021-12-09)
[Full Changelog](https://github.com/SeldonIO/alibi-detect/compare/v0.7.3...v0.8.0)
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