Fairness-indicators

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

Major Features and Improvements

* N/A

Bug Fixes and Other Changes

* Fix Fairness Indicators UI bug with overlapping charts when comparing EvalResults
* Depends on `tensorflow-data-validation>=1.6.0,<1.7.0`.
* Depends on `tensorflow-model-analysis>=0.37,<0.38`.
* Depends on `tensorflow>=1.15.5,!=2.0.*,!=2.1.*,!=2.2.*,!=2.3.*,!=2.4.*,!=2.5.*,!=2.6.*,<3`.

Breaking Changes

* N/A

Deprecations

* N/A

Major Features and Improvements

* N/A

Bug Fixes and Other Changes

* Depends on `tensorflow-data-validation>=1.5.0,<1.6.0`.
* Depends on `tensorflow-model-analysis>=0.36,<0.37`.
* Depends on `tensorflow>=1.15.2,!=2.0.*,!=2.1.*,!=2.2.*,!=2.3.*,!=2.4.*,!=2.5.*,!=2.6.*,<3`.

Breaking Changes

* N/A

Deprecations

* N/A

Major Features and Improvements

* N/A

Bug Fixes and Other Changes

* Depends on `tensorflow-data-validation>=1.4.0,<1.5.0`.
* Depends on `tensorflow-model-analysis>=0.35,<0.36`.

Breaking Changes

* N/A

Deprecations

* Deprecating python 3.6 support.

Major Features and Improvements

* N/A

Bug Fixes and Other Changes

* Depends on `tensorflow>=1.15.2,!=2.0.*,!=2.1.*,!=2.2.*,!=2.3.*,!=2.4.*,!=2.5.*,<3`.
* Depends on `tensorflow-data-validation>=1.3.0,<1.4.0`.
* Depends on `tensorflow-model-analysis>=0.34,<0.35`.

Breaking Changes

* Drop Py2 support.

Deprecations

* N/A