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RELEASE.md

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Version 0.27.0

Major Features and Improvements

  • Created tfma.StandardExtracts with helper methods for common keys.
  • Updated StandardMetricInputs to extend from the tfma.StandardExtracts.
  • Created set of StandardMetricInputsPreprocessors for filtering extracts.
  • Introduced a padding_options config to ModelSpec to configure whether and how to pad the prediction and label tensors expected by the model's metrics.

Bug fixes and other changes

  • Fixed issue with metric computation deduplication logic.
  • Depends on apache-beam[gcp]>=2.27,<3.
  • Depends on pyarrow>=1,<3.
  • Depends on tensorflow>=1.15.2,!=2.0.*,!=2.1.*,!=2.2.*,!=2.3.*,<3.
  • Depends on tensorflow-metadata>=0.27.0,<0.28.0.
  • Depends on tfx-bsl>=0.27.0,<0.28.0.

Breaking changes

  • N/A

Deprecations

  • N/A