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Fairness Indicators and Tensorboard Plugin 0.46.0 Release
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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) | 1.13.0 | 0.44.0 |
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|[GitHub master](https://github.com/tensorflow/fairness-indicators/blob/master/RELEASE.md) | nightly (1.x/2.x) | 1.15.1 | 0.46.0 |
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|[v0.46.0](https://github.com/tensorflow/fairness-indicators/blob/v0.44.0/RELEASE.md) | 2.15 | 1.15.1 | 0.46.0 |
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|[v0.44.0](https://github.com/tensorflow/fairness-indicators/blob/v0.44.0/RELEASE.md) | 2.12 | 1.13.0 | 0.44.0 |
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|[v0.43.0](https://github.com/tensorflow/fairness-indicators/blob/v0.43.0/RELEASE.md) | 2.11 | 1.12.0 | 0.43.0 |
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|[v0.42.0](https://github.com/tensorflow/fairness-indicators/blob/v0.42.0/RELEASE.md) | 1.15.5 / 2.10 | 1.11.0 | 0.42.0 |

RELEASE.md

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# Current Version (Still in Development)
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## Major Features and Improvements
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Update example model to use Keras models instead of estimators.
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## Bug Fixes and Other Changes
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* Deprecated python 3.8 support
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## Breaking Changes
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## Deprecations
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# Version 0.46.0
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## Major Features and Improvements
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* Update example model to use Keras models instead of estimators.
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## Bug Fixes and Other Changes
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* N/A
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## Breaking Changes
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* N/A
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## Deprecations
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* Deprecated python 3.8 support
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# Version 0.44.0
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## Major Features and Improvements

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==0.44.0 \\\n",
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" tensorflow-data-validation==1.13.0 \\\n",
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" tfx-bsl==1.13.0"
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" tensorflow-model-analysis==0.46.0 \\\n",
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" tensorflow-data-validation==1.15.1 \\\n",
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" tfx-bsl==1.15.1"
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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==0.12.0\" \\\n",
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" \"apache-beam\u003c3,\u003e=2.40\" \\\n",
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" \"apache-beam\u003c3,\u003e=2.47\" \\\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==2.9.0\n",
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"!pip install tensorflow-serving-api==2.15.1\n",
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"!pip install tensorflow-model-analysis"
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]
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},

g3doc/tutorials/Fairness_Indicators_on_TF_Hub_Text_Embeddings.ipynb

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"\n",
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"!pip install fairness-indicators \\\n",
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" \"absl-py==0.12.0\" \\\n",
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" \"pyarrow==2.0.0\" \\\n",
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" \"apache-beam==2.40.0\" \\\n",
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" \"pyarrow==10.0.0\" \\\n",
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" \"apache-beam==2.47.0\" \\\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>=2.15,<2.16',
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'tensorflow-hub>=0.16.1,<1.0.0',
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'tensorflow-data-validation' + select_constraint(
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default='>=1.15.0,<2.0.0',
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default='>=1.15.1,<2.0.0',
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nightly='>=1.16.0.dev',
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git_master='@git+https://github.com/tensorflow/data-validation@master'),
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'tensorflow-model-analysis' + select_constraint(

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) | 0.44.0 |
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|[GitHub master](https://github.com/tensorflow/fairness-indicators/blob/master/tensorboard_plugin/README.md) | nightly (2.x) | 0.46.0 |
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|[v0.46.0](https://github.com/tensorflow/fairness-indicators/blob/v0.46.0/tensorboard_plugin/README.md) | 2.15.0 | 0.46.0 |
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|[v0.44.0](https://github.com/tensorflow/fairness-indicators/blob/v0.44.0/tensorboard_plugin/README.md) | 2.12.0 | 0.44.0 |
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|[v0.43.0](https://github.com/tensorflow/fairness-indicators/blob/v0.43.0/tensorboard_plugin/README.md) | 2.11.0 | 0.43.0 |
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|[v0.42.0](https://github.com/tensorflow/fairness-indicators/blob/v0.42.0/tensorboard_plugin/README.md) | 2.10.0 | 0.42.0 |

tensorboard_plugin/tensorboard_plugin_fairness_indicators/RELEASE.md

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## Bug Fixes and Other Changes
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* Deprecated python 3.8 support
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## Breaking Changes
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## Deprecations
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# Version 0.46.0
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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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* N/A
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## Breaking Changes
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* N/A
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## Deprecations
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* Deprecated python 3.8 support
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# Version 0.44.0
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## Major Features and Improvements

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