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Update RELEASE.md and version.py for 0.40.0 Release (#311)
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RELEASE.md

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<!-- mdlint off(HEADERS_TOO_MANY_H1) -->
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# Current Version (Still in Development)
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## Major Features and Improvements
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## Bug Fixes and Other Changes
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## Breaking Changes
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## Deprecations
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# Version 0.40.0
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## Major Features and Improvements
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## Deprecations
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* N/A
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# Version 0.39.0
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## Major Features and Improvements
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* Allow counterfactual metrics to be calculated from predictions instead of
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only features.
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* Add precision and recall to the set of fairness indicators metrics.
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## Bug Fixes and Other Changes
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* Depends on `tensorflow-data-validation>=1.8.0,<1.9.0`.
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* Depends on `tensorflow-model-analysis>=0.39,<0.40`.
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* Depends on `tensorflow>=1.15.5,!=2.0.*,!=2.1.*,!=2.2.*,!=2.3.*,!=2.4.*,!=2.5.*,!=2.6.*,!=2.7.*,<3`.
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## Breaking Changes
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* N/A
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## Deprecations
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* N/A
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# Version 0.38.0
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## Major Features and Improvements
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* N/A
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## Bug Fixes and Other Changes
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* Depends on `tensorflow-data-validation>=1.7.0,<1.8.0`.
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* Depends on `tensorflow-model-analysis>=0.38,<0.39`.
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* Depends on `tensorflow>=1.15.5,!=2.0.*,!=2.1.*,!=2.2.*,!=2.3.*,!=2.4.*,!=2.5.*,!=2.6.*,!=2.7.*,<3`.
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## Breaking Changes
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* N/A
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## Deprecations
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* N/A
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# Version 0.37.0
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## Major Features and Improvements
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* N/A
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## Bug Fixes and Other Changes
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* Fix Fairness Indicators UI bug with overlapping charts when comparing EvalResults
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* Depends on `tensorflow-data-validation>=1.6.0,<1.7.0`.
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* Depends on `tensorflow-model-analysis>=0.37,<0.38`.
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* Depends on `tensorflow>=1.15.5,!=2.0.*,!=2.1.*,!=2.2.*,!=2.3.*,!=2.4.*,!=2.5.*,!=2.6.*,<3`.
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## Breaking Changes
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* N/A
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## Deprecations
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* N/A
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# Version 0.36.0
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## Major Features and Improvements
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* N/A
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## Bug Fixes and Other Changes
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* Depends on `tensorflow-data-validation>=1.5.0,<1.6.0`.
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* Depends on `tensorflow-model-analysis>=0.36,<0.37`.
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* Depends on `tensorflow>=1.15.2,!=2.0.*,!=2.1.*,!=2.2.*,!=2.3.*,!=2.4.*,!=2.5.*,!=2.6.*,<3`.
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## Breaking Changes
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* N/A
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## Deprecations
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* N/A
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# Version 0.35.0
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## Major Features and Improvements
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* N/A
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## Bug Fixes and Other Changes
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* Depends on `tensorflow-data-validation>=1.4.0,<1.5.0`.
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* Depends on `tensorflow-model-analysis>=0.35,<0.36`.
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## Breaking Changes
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* N/A
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## Deprecations
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* Deprecating python 3.6 support.
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# Version 0.34.0
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## Major Features and Improvements
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* N/A
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## Bug Fixes and Other Changes
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* Depends on `tensorflow>=1.15.2,!=2.0.*,!=2.1.*,!=2.2.*,!=2.3.*,!=2.4.*,!=2.5.*,<3`.
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* Depends on `tensorflow-data-validation>=1.3.0,<1.4.0`.
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* Depends on `tensorflow-model-analysis>=0.34,<0.35`.
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## Breaking Changes
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* Drop Py2 support.
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## Deprecations
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* N/A
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# Version 0.33.0
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## Major Features and Improvements
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* Porting Counterfactual Fairness metrics into FI UI.
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## Bug Fixes and Other Changes
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* Improve rendering of HTML stubs for Fairness Indicators UI
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* Depends on `tensorflow>=1.15.2,!=2.0.*,!=2.1.*,!=2.2.*,!=2.3.*,!=2.4.*,<3`.
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* Depends on `protobuf>=3.13,<4`.
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* Depends on `tensorflow-data-validation>=1.2.0,<1.3.0`.
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* Depends on `tensorflow-model-analysis>=0.33,<0.34`.
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## Breaking Changes
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* N/A
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## Deprecations
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* N/A
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# Version 0.30.0
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## Major Features and Improvements
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* N/A
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## Bug Fixes and Other Changes
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* Depends on `tensorflow>=1.15.2,!=2.0.*,!=2.1.*,!=2.2.*,!=2.3.*,!=2.5.*,<3`.
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* Depends on `tensorflow-data-validation>=0.30,<0.31`.
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* Depends on `tensorflow-model-analysis>=0.30,<0.31`.
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## Breaking Changes
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* N/A
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## Deprecations
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* N/A
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# Version 0.29.0
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## Major Features and Improvements
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* N/A
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## Bug Fixes and Other Changes
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* Depends on `tensorflow-data-validation>=0.29,<0.30`.
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* Depends on `tensorflow-model-analysis>=0.29,<0.30`.
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## Breaking Changes
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* N/A
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## Deprecations
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* N/A
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# Version 0.28.0
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## Major Features and Improvements
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* In Fairness Indicators UI, sort metrics list to show common metrics first
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* For lift, support negative values in bar chart.
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* Adding two new metrics - Flip Count and Flip Rate to evaluate Counterfactual
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Fairness.
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* Add Lift metrics under addons/fairness.
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* Porting Lift metrics into FI UI.
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## Bug Fixes and Other Changes
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* Depends on `tensorflow-data-validation>=0.28,<0.29`.
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* Depends on `tensorflow-model-analysis>=0.28,<0.29`.
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## Breaking Changes
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* N/A
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## Deprecations
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* N/A
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# Version 0.27.0
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## Major Features and Improvements
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* N/A
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## Bug fixes and other changes
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* Added test cases for DLVM testing.
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* Move the util files to a seperate folder.
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* Add `tensorflow-hub` as a dependency because it's used inside the
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example_model.py.
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* Depends on `tensorflow>=1.15.2,!=2.0.*,!=2.1.*,!=2.2.*,!=2.3.*,<3`.
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* Depends on `tensorflow-data-validation>=0.27,<0.28`.
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* Depends on `tensorflow-model-analysis>=0.27,<0.28`.
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## Breaking changes
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* N/A
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## Deprecations
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* N/A
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# Version 0.26.0
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## Major Features and Improvements
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* Sorting fairness metrics table rows to keep slices in order with slice drop
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down in the UI.
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## Bug fixes and other changes
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* Update fairness_indicators.documentation.examples.util to TensorFlow 2.0.
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* Table now displays 3 decimal places instead of 2.
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* Fix the bug that metric list won't refresh if the input eval result changed.
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* Remove d3-tip dependency.
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* Depends on `tensorflow>=1.15.2,!=2.0.*,!=2.1.*,!=2.2.*,!=2.4.*,<3`.
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* Depends on `tensorflow-data-validation>=0.26,<0.27`.
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* Depends on `tensorflow-model-analysis>=0.26,<0.27`.
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## Breaking changes
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* N/A
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## Deprecations
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* N/A
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# Version 0.25.0
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## Major Features and Improvements
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* Add workflow buttons to Fairness Indicators UI, providing tutorial on how to
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configure metrics and parameters, and how to interpret the results.
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* Add metric definitions as tooltips in the metric selector UI
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* Removing prefix from metric names in graph titles in UI.
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* From this release Fairness Indicators will also be hosting nightly packages
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on https://pypi-nightly.tensorflow.org. To install the nightly package use
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the following command:
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```
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pip install --extra-index-url https://pypi-nightly.tensorflow.org/simple fairness-indicators
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```
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Note: These nightly packages are unstable and breakages are likely to
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happen. The fix could often take a week or more depending on the complexity
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involved for the wheels to be available on the PyPI cloud service. You can
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always use the stable version of Fairness Indicators available on PyPI by
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running the command `pip install fairness-indicators` .
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## Bug fixes and other changes
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* Update table colors.
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* Modify privacy note in Fairness Indicators UI.
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* Depends on `tensorflow-data-validation>=0.25,<0.26`.
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* Depends on `tensorflow-model-analysis>=0.25,<0.26`.
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## Breaking changes
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* N/A
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## Deprecations
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* N/A
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# Version 0.24.0
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## Major Features and Improvements
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* Made the Fairness Indicators UI thresholds drop down list sorted.
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## Bug fixes and other changes
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* Fix in the issue where the Sort menu is not hidden when there is no model
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comparison.
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* Depends on `tensorflow-data-validation>=0.24,<0.25`.
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* Depends on `tensorflow-model-analysis>=0.24,<0.25`.
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## Breaking changes
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* N/A
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## Deprecations
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* Deprecated Py3.5 support.
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# Version 0.23.1
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## Major Features and Improvements
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* N/A
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## Bug fixes and other changes
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* Fix broken import path in Fairness_Indicators_Example_Colab and Fairness_Indicators_on_TF_Hub_Text_Embeddings.
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## Breaking changes
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* N/A
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## Deprecations
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# Version 0.23.0
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## Major Features and Improvements
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* N/A
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## Bug fixes and other changes
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* Depends on `tensorflow>=1.15.2,!=2.0.*,!=2.1.*,!=2.2.*,<3`.
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* Depends on `tensorflow-data-validation>=0.23,<0.24`.
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* Depends on `tensorflow-model-analysis>=0.23,<0.24`.
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## Breaking changes
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* N/A
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## Deprecations
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* Deprecating Py2 support.
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* Note: We plan to drop py3.5 support in the next release.
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* N/A

fairness_indicators/version.py

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"""Contains the version string of Fairness Indicators."""
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# Note that setup.py uses this version.
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__version__ = '0.41.0.dev'
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__version__ = '0.40.0'

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