Fairness-indicators

Major Features and Improvements

* N/A

Bug Fixes and Other Changes

* Depends on `tensorflow>=2.11,<2.12`
* Depends on `tensorflow-data-validation>=1.11.0,<1.12.0`.
* Depends on `tensorflow-model-analysis>=0.42,<0.43`.

Breaking Changes

* N/A

Deprecations

* N/A

Major Features and Improvements

* This is the last version that supports TensorFlow 1.15.x. TF 1.15.x support
will be removed in the next version. Please check the
[TF2 migration guide](https://www.tensorflow.org/guide/migrate) to migrate
to TF2.

Bug Fixes and Other Changes

* N/A
Breaking Changes

* N/A

Deprecations

* N/A

Major Features and Improvements

* N/A

Bug Fixes and Other Changes

* Depends on `tensorflow-data-validation>=1.10.0,<1.11.0`.
* Depends on `tensorflow-model-analysis>=0.41,<0.42`.
* Depends on `tensorflow>=1.15.5,!=2.0.*,!=2.1.*,!=2.2.*,!=2.3.*,!=2.4.*,!=2.5.*,!=2.6.*,!=2.7.*,!=2.8.*,!=2.9.*,<3`.

Breaking Changes

* N/A

Deprecations

* N/A

Major Features and Improvements

* Allow counterfactual metrics to be calculated from predictions instead of
only features.
* Add precision and recall to the set of fairness indicators metrics.

Bug Fixes and Other Changes

* Depends on `tensorflow-data-validation>=1.9.0,<1.10.0`.
* Depends on `tensorflow-model-analysis>=0.40,<0.41`.
* Depends on `tensorflow>=1.15.5,!=2.0.*,!=2.1.*,!=2.2.*,!=2.3.*,!=2.4.*,!=2.5.*,!=2.6.*,!=2.7.*,!=2.8.*,<3`.

Breaking Changes

* N/A

Deprecations

* N/A

Major Features and Improvements

* Allow counterfactual metrics to be calculated from predictions instead of
only features.
* Add precision and recall to the set of fairness indicators metrics.

Bug Fixes and Other Changes

* Depends on `tensorflow-data-validation>=1.8.0,<1.9.0`.
* Depends on `tensorflow-model-analysis>=0.39,<0.40`.
* Depends on `tensorflow>=1.15.5,!=2.0.*,!=2.1.*,!=2.2.*,!=2.3.*,!=2.4.*,!=2.5.*,!=2.6.*,!=2.7.*,<3`.

Breaking Changes

* N/A

Deprecations

* N/A

Major Features and Improvements

* N/A

Bug Fixes and Other Changes

* Depends on `tensorflow-data-validation>=1.7.0,<1.8.0`.
* Depends on `tensorflow-model-analysis>=0.38,<0.39`.
* Depends on `tensorflow>=1.15.5,!=2.0.*,!=2.1.*,!=2.2.*,!=2.3.*,!=2.4.*,!=2.5.*,!=2.6.*,!=2.7.*,<3`.

Breaking Changes

* N/A

Deprecations

* N/A