Version 0.35.0

Fairness Indicators 0.35.0

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.

Fairness Indicators Tensorboard Plugin 0.35.0

Major Features and Improvements

• N/A

Bug Fixes and Other Changes

• N/A

Breaking Changes

• Depends on tensorflow-model-analysis>=0.35,<0.36.

Deprecations

• Deprecating python 3.6 support.

Version 0.34.0

Fairness Indicators 0.34.0

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>=1.2.0,<1.3.0.
• Depends on tensorflow-model-analysis>=0.33,<0.34.

Breaking Changes

• N/A

Deprecations

• N/A

Fairness Indicators Tensorboard Plugin 0.34.0

Major Features and Improvements

• N/A

Bug Fixes and Other Changes

• Depends on tensorboard>=2.5.0,<3.
• Depends on tensorflow>=2.6.0,<3.
• Depends on tensorflow-model-analysis>=0.34,<0.35.

Breaking Changes

• N/A

Deprecations

• N/A

Version 0.33.0

Fairness Indicators 0.33.0

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

Fairness Indicators Tensorboard Plugin 0.33.0

Major Features and Improvements

• N/A

Bug Fixes and Other Changes

• Depends on tensorboard>=2.5.0,<3.
• Depends on tensorflow>=2.5.0,<3.
• Depends on protobuf>=3.13,<4.
• Depends on tensorflow-model-analysis>=0.33,<0.34.

Breaking Changes

• N/A

Deprecations

• N/A

Version 0.30.1

Fairness Indicators 0.30.1

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.*,<3.

Breaking Changes

• N/A

Deprecations

• N/A

Version 0.30.0

Fairness Indicators 0.30.0

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

Fairness Indicators Tensorboard Plugin 0.30.0

Major Features and Improvements

• N/A

Bug Fixes and Other Changes

• Depends on tensorboard>=2.4.0,!=2.5.*,<3.
• Depends on tensorflow>=2.4.0,!=2.5.*,<3.
• Depends on tensorflow-model-analysis>=0.30,<0.31.

Breaking Changes

• N/A

Deprecations

• N/A

Version 0.26.1

Fairness Indicators 0.26.1

Major Features and Improvements

• N/A

Bug fixes and other changes

• Depends on tensorflow>=1.15.2,!=2.0.*,!=2.1.*,!=2.2.*,!=2.4.*,!2.5.*,<3.
• Depends on tensorflow-data-validation>=0.26.1,<0.27.
• Depends on tensorflow-model-analysis>=0.26.1,<0.27.

Breaking changes

• N/A

Deprecations

• N/A

Version 0.29.0

Fairness Indicators 0.29.0

Major Features and Improvements

• N/A

Bug Fixes and Other Changes

• Depends on tensorflow-data-validation>=0.29.0,<0.30.0.
• Depends on tensorflow-model-analysis>=0.29.0,<0.30.0.

Breaking Changes

• N/A

Deprecations

• N/A

Fairness Indicators Tensorboard Plugin 0.29.0

Major Features and Improvements

• N/A

Bug Fixes and Other Changes

• Depends on tensorflow-model-analysis>=0.29.0,<0.30.0.

Breaking Changes

• N/A

Deprecations

• N/A

Version 0.28.0

Fairness Indicators 0.28.0

Major Features and Improvements

• 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

Fairness Indicators Tensorboard Plugin 0.28.0

Major Features and Improvements

• N/A

Bug Fixes and Other Changes

• Depends on tensorflow-model-analysis>=0.28,<0.29.

Breaking Changes

• N/A

Deprecations

• N/A

Version 0.27.0

Fairness Indicators 0.27.0

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

Tensorboard Plugin 0.27.0

Major Features and Improvements

• N/A

Bug fixes and other changes

• Depends on tensorboard>=2.4.0,<3.
• Depends on tensorflow>=2.4.0,<3.
• Depends on tensorflow-model-analysis>=0.27,<0.28.

Breaking changes

• N/A

Deprecations

• N/A

Version 0.26.0

Fairness Indicators 0.26.0

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

Tensorboard Plugin 0.26.0

Major Features and Improvements

• N/A

Bug fixes and other changes

• Depends on tensorboard>=2.3.0,!=2.4.*,<3.
• Depends on tensorflow>=2.3.0,!=2.4.*,<3.
• Depends on tensorflow-model-analysis>=0.26,<0.27.

Breaking changes

• N/A

Deprecations

• N/A