TensorFlow Model Analysis 0.42.0

Major Features and Improvements

• This is the last version that supports TensorFlow 1.15.x. TF 1.15.x support
  will be removed in the next version. Please check the
  TF2 migration guide to migrate
  to TF2.
• Add BooleanFlipRate metric for comparing thresholded predictions between
  multiple models.
• Add CounterfactualPredictionsExtractor for computing predictions on modified
  inputs.

Bug fixes and other Changes

• Add support for parsing the Predict API prediction log output to the
  experimental TFX-BSL PredictionsExtractor implementation.

• Add support for parsing the Classification API prediction log output to the
  experimental TFX-BSL PredictionsExtractor implementation.

• Update remaining predictions_extractor_test.py tests to cover
  PredictionsExtractorOSS. Fixes a pytype bug related to multi tensor output.

• Depends on tensorflow>=1.15.5,<2 or tensorflow>=2.10,<3

• Apply changes in the latest Chrome browser

• Add InferneceInterface to experimental PredictionsExtractor implementation.

• Stop returning empty example_ids metric from binary_confusion_matrices
  derived computations when example_id_key is not set but use_histrogam is
  true.

• Add transformed features lookup for NDCG metrics query key and gain key.

• Deprecate BoundedValue and TDistribution in ConfusionMatrixAtThresholds.

• Fix a bug that dataframe auto_pivot fails if there is only Overall slice.

• Use SavedModel PB to determine default signature instead of loading the
  model.

• Reduce clutter in the multi-index columns and index in the experimental
  dataframe auto_pivot util.

Breaking Changes

• N/A

Deprecations

• N/A

Version 0.41.1

Major Features and Improvements

• N/A

Bug fixes and other Changes

• Move the version to top of init.py since the original "from
  tensorflow_model_analysis.sdk import *" will not import private symbol.

Breaking Changes

• N/A

Deprecations

• N/A