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Fairness Indicators & Fairness Indicators Tensorboard Plugin 0.28.0 Release
PiperOrigin-RevId: 361865821
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README.md

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|fairness-indicators | tensorflow | tensorflow-data-validation | tensorflow-model-analysis |
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|-------------------------------------------------------------------------------------------|--------------------|----------------------------|---------------------------|
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|[GitHub master](https://github.com/tensorflow/fairness-indicators/blob/master/RELEASE.md) | nightly (1.x/2.x) | 0.27.0 | 0.27.0 |
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|[GitHub master](https://github.com/tensorflow/fairness-indicators/blob/master/RELEASE.md) | nightly (1.x/2.x) | 0.28.0 | 0.28.0 |
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|[v0.28.0](https://github.com/tensorflow/fairness-indicators/blob/v0.28.0/RELEASE.md) | 1.15.2 / 2.4 | 0.28.0 | 0.28.0 |
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|[v0.27.0](https://github.com/tensorflow/fairness-indicators/blob/v0.27.0/RELEASE.md) | 1.15.2 / 2.4 | 0.27.0 | 0.27.0 |
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|[v0.26.0](https://github.com/tensorflow/fairness-indicators/blob/v0.26.0/RELEASE.md) | 1.15.2 / 2.3 | 0.26.0 | 0.26.0 |
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|[v0.25.0](https://github.com/tensorflow/fairness-indicators/blob/v0.25.0/RELEASE.md) | 1.15.2 / 2.3 | 0.25.0 | 0.25.0 |

RELEASE.md

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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 0.28.0
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## Major Features and Improvements
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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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## Bug Fixes and Other Changes
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## Breaking 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

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__ = '0.28.0.dev'
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__version__ = '0.29.0.dev'

g3doc/tutorials/Fairness_Indicators_Lineage_Case_Study.ipynb

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"\n",
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"!python -m pip install -q -U \\\n",
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" tensorflow==2.4.1 \\\n",
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" tfx==0.27.0 \\\n",
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" tensorflow-model-analysis==0.27.0 \\\n",
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" tensorflow_data_validation==0.27.0 \\\n",
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" tensorflow-metadata==0.27.0 \\\n",
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" tensorflow-transform==0.27.0 \\\n",
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" ml-metadata==0.27.0 \\\n",
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" tfx-bsl==0.27.1 \\\n",
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" tfx==0.28.0 \\\n",
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" tensorflow-model-analysis==0.28.0 \\\n",
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" tensorflow_data_validation==0.28.0 \\\n",
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" tensorflow-metadata==0.28.0 \\\n",
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" tensorflow-transform==0.28.0 \\\n",
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" ml-metadata==0.28.0 \\\n",
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" tfx-bsl==0.28.1 \\\n",
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" absl-py==0.9\n",
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"\n",
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" # If prompted, please restart the Colab environment after the pip installs\n",

g3doc/tutorials/Fairness_Indicators_Pandas_Case_Study.ipynb

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"!pip install -q -U pip==20.2\n",
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"\n",
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"!pip install -q -U \\\n",
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" tensorflow-model-analysis==0.27.0 \\\n",
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" tensorflow-data-validation==0.27.0 \\\n",
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" tfx-bsl==0.27.1"
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" tensorflow-model-analysis==0.28.0 \\\n",
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" tensorflow-data-validation==0.28.0 \\\n",
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" tfx-bsl==0.28.1"
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]
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},
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{

g3doc/tutorials/Fairness_Indicators_TFCO_CelebA_Case_Study.ipynb

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"!pip install -q tensorflow-datasets tensorflow\n",
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"!pip install fairness-indicators \\\n",
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" \"absl-py==0.8.0\" \\\n",
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" \"apache-beam\u003c3,\u003e=2.27\" \\\n",
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" \"apache-beam\u003c3,\u003e=2.28\" \\\n",
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" \"avro-python3==1.9.1\" \\\n",
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" \"pyzmq==17.0.0\"\n"
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]

g3doc/tutorials/Fairness_Indicators_TensorBoard_Plugin_Example_Colab.ipynb

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"!pip install fairness_indicators 'absl-py\u003c0.9,\u003e=0.7'\n",
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"!pip install google-api-python-client==1.8.3\n",
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"!pip install tensorboard-plugin-fairness-indicators\n",
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"!pip install tensorflow-serving-api==2.2.0c2"
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"!pip install tensorflow-serving-api==2.4.1"
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]
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},
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{

g3doc/tutorials/Fairness_Indicators_on_TF_Hub_Text_Embeddings.ipynb

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"!pip install fairness-indicators \\\n",
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" \"absl-py==0.8.0\" \\\n",
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" \"pyarrow==2.0.0\" \\\n",
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" \"apache-beam==2.27.0\" \\\n",
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" \"apache-beam==2.28.0\" \\\n",
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" \"avro-python3==1.9.1\""
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]
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},

setup.py

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'tensorflow>=1.15.2,!=2.0.*,!=2.1.*,!=2.2.*,!=2.3.*,<3',
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'tensorflow-hub>=0.8.0,<1.0.0',
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'tensorflow-data-validation' + select_constraint(
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default='>=0.27,<0.28',
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nightly='>=0.28.0.dev',
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default='>=0.28,<0.29',
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nightly='>=0.29.0.dev',
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git_master='@git+https://github.com/tensorflow/data-validation@master'),
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'tensorflow-model-analysis' + select_constraint(
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default='>=0.27,<0.28',
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nightly='>=0.28.0.dev',
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default='>=0.28,<0.29',
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nightly='>=0.29.0.dev',
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git_master='@git+https://github.com/tensorflow/model-analysis@master'),
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'witwidget>=1.4.4,<2',
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'protobuf>=3.9.2,<4',

tensorboard_plugin/README.md

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|tensorboard-pluginn | tensorflow | tensorflow-model-analysis |
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|-------------------------------------------------------------------------------------------------------------|---------------|---------------------------|
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|[GitHub master](https://github.com/tensorflow/fairness-indicators/blob/master/tensorboard_plugin/README.md) | nightly (2.x) | 0.27.0 |
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|[GitHub master](https://github.com/tensorflow/fairness-indicators/blob/master/tensorboard_plugin/README.md) | nightly (2.x) | 0.28.0 |
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|[v0.28.0](https://github.com/tensorflow/fairness-indicators/blob/v0.28.0/tensorboard_plugin/README.md) | 2.4.0 | 0.28.0 |
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|[v0.27.0](https://github.com/tensorflow/fairness-indicators/blob/v0.27.0/tensorboard_plugin/README.md) | 2.4.0 | 0.27.0 |
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|[v0.26.0](https://github.com/tensorflow/fairness-indicators/blob/v0.26.0/tensorboard_plugin/README.md) | 2.3.0 | 0.26.0 |
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|[v0.25.0](https://github.com/tensorflow/fairness-indicators/blob/v0.25.0/tensorboard_plugin/README.md) | 2.3.0 | 0.25.0 |

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