Tensorflow-metadata

Major Features and Improvements

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Bug Fixes and Other Changes

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Breaking Changes

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Deprecations

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Major Features and Improvements

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Bug Fixes and Other Changes

* Add a categorical indicator to the schema for `StringDomain`.
* Add ProblemStatement Task.is_auxiliary field to allow specifying auxiliary
tasks in multi-task learning problems.
* Add the SequenceMetadata field to the schema to specify if this feature
could be treated as a sequence feature.
* Add a `CUSTOM_VALIDATION` Type in anomalies.proto.

Breaking Changes

* Histogram Buckets include their upper bound instead of their lower bound.

Deprecations

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Major Features and Improvements

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Bug Fixes and Other Changes

* ThresholdConfig.threshold field is made into a oneof.
* Clarifies the meaning of num_non_missing in statistics.proto.

Breaking Changes

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Deprecations
* ProblemStatement Task.task_weight and MetaOptimizationTarget.weight are
deprecated.

Major Features and Improvements

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Bug Fixes and Other Changes

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Breaking Changes

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Deprecations

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Major Features and Improvements

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Bug Fixes and Other Changes
* Adds experimental support within statistics.proto and schema.proto for
marking features that are derived during statistics generation for data
exploration or validation, but not actually present in input data.
* Adds an experimental DERIVED_FEATURE_BAD_LIFECYCLE and
DERIVED_FEATURE_INVALID_SOURCE anomaly type.

Breaking Changes

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Deprecations

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Major Features and Improvements

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Bug Fixes and Other Changes

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Breaking Changes

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Deprecations

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