Fairness-indicators

Major Features and Improvements

* Porting Counterfactual Fairness metrics into FI UI.

Bug Fixes and Other Changes

* Improve rendering of HTML stubs for Fairness Indicators UI
* Depends on `tensorflow>=1.15.2,!=2.0.*,!=2.1.*,!=2.2.*,!=2.3.*,!=2.4.*,<3`.
* Depends on `protobuf>=3.13,<4`.
* Depends on `tensorflow-data-validation>=1.2.0,<1.3.0`.
* Depends on `tensorflow-model-analysis>=0.33,<0.34`.

Breaking Changes

* N/A

Deprecations

* N/A

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.*,!=2.5.*,<3`.
* Depends on `tensorflow-data-validation>=0.30,<0.31`.
* Depends on `tensorflow-model-analysis>=0.30,<0.31`.

Breaking Changes

* N/A

Deprecations

* N/A

Major Features and Improvements

* N/A

Bug Fixes and Other Changes

* Depends on `tensorflow-data-validation>=0.29,<0.30`.
* Depends on `tensorflow-model-analysis>=0.29,<0.30`.

Breaking Changes

* N/A

Deprecations

* N/A

Major Features and Improvements

* In Fairness Indicators UI, sort metrics list to show common metrics first
* For lift, support negative values in bar chart.
* Adding two new metrics - Flip Count and Flip Rate to evaluate Counterfactual
Fairness.
* Add Lift metrics under addons/fairness.
* Porting Lift metrics into FI UI.

Bug Fixes and Other Changes

* Depends on `tensorflow-data-validation>=0.28,<0.29`.
* Depends on `tensorflow-model-analysis>=0.28,<0.29`.

Breaking Changes

* N/A

Deprecations

* N/A

Major Features and Improvements

* N/A

Bug fixes and other changes

* Added test cases for DLVM testing.
* Move the util files to a seperate folder.
* Add `tensorflow-hub` as a dependency because it's used inside the
example_model.py.
* Depends on `tensorflow>=1.15.2,!=2.0.*,!=2.1.*,!=2.2.*,!=2.3.*,<3`.
* Depends on `tensorflow-data-validation>=0.27,<0.28`.
* Depends on `tensorflow-model-analysis>=0.27,<0.28`.

Breaking changes

* N/A

Deprecations

* N/A

Major Features and Improvements

* Sorting fairness metrics table rows to keep slices in order with slice drop
down in the UI.

Bug fixes and other changes

* Update fairness_indicators.documentation.examples.util to TensorFlow 2.0.
* Table now displays 3 decimal places instead of 2.
* Fix the bug that metric list won't refresh if the input eval result changed.
* Remove d3-tip dependency.
* Depends on `tensorflow>=1.15.2,!=2.0.*,!=2.1.*,!=2.2.*,!=2.4.*,<3`.
* Depends on `tensorflow-data-validation>=0.26,<0.27`.
* Depends on `tensorflow-model-analysis>=0.26,<0.27`.

Breaking changes

* N/A

Deprecations

* N/A