Version 0.44.0

Major Features and Improvements

• Add BinaryCrossEntropy and CategoricalCrossEntropy.
• Add MeanAbsolutePercentageError and MeanSquaredLogarithmicError
• Add SetMatchPrecision and SetMatchRecall

Bug fixes and other Changes

• Fix for jupiter notebook
• Fix element dimension inconsistency when some of the extracts have missing key.
• Add public visibility to the servo beam extractor.
• Fix for bug where binary_confusion_matrices with different class_weights are considered identical and deduplicated.
• Fixes bug where positive / negative axes labels are reversed in prediction distribution plot.
• Depends on numpy~=1.22.0.
• Modify ExampleCount to not depend on labels and predictions.
• Add class_id info into sub_key in metric_key for object detection confusion matrix metrics.
• Add class_id info into sub_key in plot_key for object detection confusion matrix plot.
• Fix a bug that auto_pivot dropped nan when deciding which columns are multivalent for pivoting.
• Depends on tensorflow>=2.12.0,<2.13.
• Depends on protobuf>=3.20.3,<5.
• Depends on tfx-bsl>=1.13.0,<1.14.0.
• Depends on tensorflow-metadata>=1.13.1,<1.14.0.

Breaking Changes

• N/A

Deprecations

Deprecated python3.7 support.