Tensorflow-metadata

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

Major Features and Improvements

Bug Fixes and Other Changes

* Added support for specifying behavior of rare / OOV multiclass labels.
* Added anomaly types related to weighted features.
* Added support for storing lift stats on weighted examples.

Breaking changes

* The removal of `lift_series` from `CategoricalCrossStats` and the change of
type of `LiftSeries.LiftValue.lift` from float to double will cause parsing
failures for serialized protos written written by version 0.21.0 which
contained the deleted or changed fields.

Deprecations

Major Features and Improvements

Bug Fixes and Other Changes

* Added protos for categorical cross statistics using lift.
* Added a new type of Anomaly: FLOAT_TYPE_HAS_NAN
* Added a new field to float_domain: disallow_nans

Breaking Changes

Deprecations