Tensorflow-metadata

Major Features and Improvements

* From this version we will be releasing python 3.8 wheels.

Bug Fixes and Other Changes

* When installing from source, you don't need any steps other than `pip
install` (needs Bazel).
* Labels can be specified as Paths in addition to string names.
* Depends on `absl-py>=0.9,<0.11`.
* Depends on `googleapis-common-protos>=1.52.0,<2`.

Breaking changes

* N/A

Deprecations

* Deprecated Python 3.5 support.

Major Features and Improvements

* Added disallow_inf to FloatDomain message in schema.proto.
* Added new Anomaly type to describe data that has unexpected Infs / -Infs.
* Added new Anomaly and Schema field for specifying ratio of supported images.
* Added value_counts field to Feature message in schema.proto, which describes
the number of values for features that have more than one nestedness level.
* Added new anomaly type VALUE_NESTEDNESS_MISMATCH to describe data that has a
nestedness level that does not match the schema.
* Added new Any type value to CustomStatistic.

Bug Fixes and Other Changes

* Add ProblemStatement and Metric Python proto stubs.
* Use absltest instead of unittest.

Breaking changes

* N/A

Deprecations

* Drops Python 2 support.
* Note: We plan to remove Python 3.5 support after this release.

Major Features and Improvements

* Added UniqueConstraints to Feature message in schema.proto.
* Added new Anomaly types to describe data that does not conform to
UniqueConstraints.
* Added PresenceAndValencyStatistics to CommonStatistics.

Bug Fixes and Other Changes

Breaking changes

Deprecations

Major Features and Improvements

* Added RaggedTensor in TensorRepresentation

Bug Fixes and Other Changes

Breaking changes

Deprecations

Major Features and Improvements

Bug Fixes and Other Changes

* Added a new type of Anomaly: DATASET_HIGH_NUM_EXAMPLES
* Added a new field to dataset_constraints: max_examples_count
* Added a multi-label TaskType.
* Removed ProblemStatementNamespace proto
* Removed ProblemStatementReference proto
* Removed field ProblemStatement.implements

Breaking Changes

Deprecations

Major Features and Improvements

Bug Fixes and Other Changes

* Fixed a compatibility issue with newer bazel versions.
* Started pulling TF 1.15.2 source for building.

Breaking Changes

Deprecations