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dhruvesh09tf-model-analysis-team
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Restricting Beam to use 2.31 as the newer version of Beam==2.32 is having version conflict with google-cloud-bigquery and pyarrow.
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RELEASE.md

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## Bug fixes and other Changes
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* Depends on
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`tensorflow>=1.15.2,!=2.0.*,!=2.1.*,!=2.2.*,!=2.3.*,!=2.4.*,!=2.5.*,<3`.
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* Fixes bug when computing confidence intervals for
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`binary_confusion_metrics.ConfusionMatrixAtThresholds` (or any other
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structured metric).
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* Fixed bug where example_count post_export_metric is added even if
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include_default_metrics is False.
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* Depends on `apache-beam[gcp]>=2.31,<2.32`.
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* Depends on
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`tensorflow>=1.15.2,!=2.0.*,!=2.1.*,!=2.2.*,!=2.3.*,!=2.4.*,!=2.5.*,<3`.
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## Breaking Changes
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setup.py

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'install_requires': [
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# Sort alphabetically
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'absl-py>=0.9,<0.13',
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'apache-beam[gcp]>=2.31,<3',
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'apache-beam[gcp]>=2.31,<2.32',
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'ipython>=7,<8',
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'ipywidgets>=7,<8',
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'numpy>=1.16,<1.20',

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