Fairness-indicators

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

Major Features and Improvements

* Add workflow buttons to Fairness Indicators UI, providing tutorial on how to
configure metrics and parameters, and how to interpret the results.
* Add metric definitions as tooltips in the metric selector UI
* Removing prefix from metric names in graph titles in UI.
* From this release Fairness Indicators will also be hosting nightly packages
on https://pypi-nightly.tensorflow.org. To install the nightly package use
the following command:


pip install --extra-index-url https://pypi-nightly.tensorflow.org/simple fairness-indicators


Note: These nightly packages are unstable and breakages are likely to
happen. The fix could often take a week or more depending on the complexity
involved for the wheels to be available on the PyPI cloud service. You can
always use the stable version of Fairness Indicators available on PyPI by
running the command `pip install fairness-indicators` .

Bug fixes and other changes

* Update table colors.
* Modify privacy note in Fairness Indicators UI.
* Depends on `tensorflow-data-validation>=0.25,<0.26`.
* Depends on `tensorflow-model-analysis>=0.25,<0.26`.

Breaking changes

* N/A

Deprecations

* N/A

Major Features and Improvements

* Made the Fairness Indicators UI thresholds drop down list sorted.

Bug fixes and other changes

* Fix in the issue where the Sort menu is not hidden when there is no model
comparison.
* Depends on `tensorflow-data-validation>=0.24,<0.25`.
* Depends on `tensorflow-model-analysis>=0.24,<0.25`.

Breaking changes

* N/A

Deprecations

* Deprecated Py3.5 support.

Major Features and Improvements

* N/A

Bug fixes and other changes

* Fix broken import path in Fairness_Indicators_Example_Colab and Fairness_Indicators_on_TF_Hub_Text_Embeddings.

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.*,<3`.
* Depends on `tensorflow-data-validation>=0.23,<0.24`.
* Depends on `tensorflow-model-analysis>=0.23,<0.24`.

Breaking changes

* N/A

Deprecations

* Deprecating Py2 support.
* Note: We plan to drop py3.5 support in the next release.