Tensorflow-metadata

Major Features and Improvements

* N/A

Bug Fixes and Other Changes

* statistics.proto: Includes a field `invalid_utf8_count` in `StringStatistics`
to store the number of non-utf8 encoded strings for a feature.
* Depends on `absl-py>=0.9,<2.0.0`.

Breaking Changes

* Removes deprecated field `objective_function` from ProblemStatement.

Deprecations

* Deprecates `multi_objective` field in ProblemStatement.
* Deprecates several unused PerformanceMetrics.

Major Features and Improvements

* N/A

Bug Fixes and Other Changes

* A `threshold_config` is added to MetaOptimizationTarget to allow for
expressing thresholded optimization goals.

Breaking Changes

* N/A

Deprecations

* N/A

Major Features and Improvements

* N/A

Bug Fixes and Other Changes

* Added a new field to `FloatDomain` in schema to allow expression of
categorical floats.

Breaking Changes

* N/A

Deprecations

* Deprecated Python 3.6 support.

Version 1.3.x (skipped)

* To maintain version consistency among TFX Family libraries we skipped
the 1.3.x release for TFMD library.

Major Features and Improvements

* Added `PositiveNegativeSpec` to `ProblemStatement.BinaryClassification` for
specifying positive and negative class values.

Bug Fixes and Other Changes

* N/A

Breaking Changes

* N/A

Deprecations

* N/A

Major Features and Improvements

* N/A

Bug Fixes and Other Changes

* Depends on `protobuf>=3.13,<4`.

Breaking Changes

* N/A

Deprecations

* N/A

Major Features and Improvements

* Added public python interface for proto/* in proto/__init__.py

Bug Fixes and Other Changes

* N/A

Breaking Changes

* N/A

Deprecations

* N/A