Version 0.46.0

Fairness Indicators 0.46.0

Major Features and Improvements

• Update example model to use Keras models instead of estimators.

Bug Fixes and Other Changes

• N/A

Breaking Changes

• N/A

Deprecations

• Deprecated python 3.8 support

Fairness Indicators Tensorboard Plugin 0.46.0

Major Features and Improvements

• N/A

Bug Fixes and Other Changes

• N/A

Breaking Changes

• N/A

Deprecations

• Deprecated python 3.8 support

Version 0.44.0

Fairness Indicators 0.44.0

Major Features and Improvements

• N/A

Bug Fixes and Other Changes

• Depends on tensorflow>=2.12.0,<2.13.
• Depends on tensorflow-data-validation>=1.13.0,<1.14.0.
• Depends on tensorflow-model-analysis>=0.44,<0.45.
• Depends on protobuf>=3.20.3,<5.

Breaking Changes

• N/A

Deprecations

• Deprecating python3.7 support.

Fairness Indicators Tensorboard Plugin 0.44.0

Major Features and Improvements

• N/A

Bug Fixes and Other Changes

• Depends on tensorflow>=2.12,<2.13.
• Depends on tensorflow-model-analysis>=0.44,<0.45.
• Depends on protobuf>=3.20.3,<5.

Breaking Changes

• N/A

Deprecations

• Deprecating python3.7 support.

Version 0.43.0

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

Version 0.42.0

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 to migrate
  to TF2.

Bug Fixes and Other Changes

• N/A

Breaking Changes

• N/A

Deprecations

• N/A

Version 0.41.0

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

Fairness Indicators Tensorboard Plugin 0.41.0

Major Features and Improvements

• N/A

Bug Fixes and Other Changes

• Depends on tensorflow>=2.9.0,<3.
• Depends on tensorflow-model-analysis>=0.41,<0.42.

Breaking Changes

• N/A

Deprecations

• N/A

Version 0.40.0

Fairness Indicators 0.40.0

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

Fairness Indicators Tensorboard Plugin 0.40.0

Major Features and Improvements

• N/A

Bug Fixes and Other Changes

• Depends on tensorflow>=2.8.0,<3.
• Depends on tensorflow-model-analysis>=0.40,<0.41.

Breaking Changes

• N/A

Deprecations

• N/A

Version 0.39.0

Fairness Indicators 0.39.0

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

Fairness Indicators Tensorboard Plugin 0.39.0

Major Features and Improvements

• N/A

Bug Fixes and Other Changes

• Depends on Werkzeug<2.
• Depends on tensorflow>=2.8.0,<3.
• Depends on tensorboard>=2.8.0,<3.
• Depends on tensorflow-model-analysis>=0.39,<0.40.

Breaking Changes

• N/A

Deprecations

• N/A

Version 0.38.0

Fairness Indicators 0.38.0

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

Fairness Indicators Tensorboard Plugin 0.38.0

Major Features and Improvements

• N/A

Bug Fixes and Other Changes

• Depends on tensorflow>=2.8.0,<3.
• Depends on tensorboard>=2.8.0,<3.
• Depends on tensorflow-model-analysis>=0.38,<0.39.

Breaking Changes

• N/A

Deprecations

• N/A

Version 0.37.0

Fairness Indicators 0.37.0

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

Fairness Indicators Tensorboard Plugin 0.37.0

Major Features and Improvements

• N/A

Bug Fixes and Other Changes

• N/A

Breaking Changes

• Depends on tensorflow-model-analysis>=0.37,<0.38.

Deprecations

• N/A

Version 0.36.0

Fairness Indicators 0.36.0

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

Fairness Indicators Tensorboard Plugin 0.36.0

Major Features and Improvements

• N/A

Bug Fixes and Other Changes

• Depends on tensorflow>=2.7.0,<3.
• Depends on tensorboard>=2.7.0,<3.
• Depends on tensorflow-model-analysis>=0.36,<0.37.

Breaking Changes

• N/A

Deprecations

• N/A