- 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.
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Add support for parsing the Predict API prediction log output to the experimental TFX-BSL PredictionsExtractor implementation.
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Add support for parsing the Classification API prediction log output to the experimental TFX-BSL PredictionsExtractor implementation.
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Update remaining predictions_extractor_test.py tests to cover PredictionsExtractorOSS. Fixes a pytype bug related to multi tensor output.
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Depends on
tensorflow>=1.15.5,<2ortensorflow>=2.10,<3 -
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Add InferneceInterface to experimental PredictionsExtractor implementation.
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Stop returning empty example_ids metric from binary_confusion_matrices derived computations when example_id_key is not set but use_histrogam is true.
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Add transformed features lookup for NDCG metrics query key and gain key.
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Deprecate BoundedValue and TDistribution in ConfusionMatrixAtThresholds.
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Fix a bug that dataframe auto_pivot fails if there is only Overall slice.
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Use SavedModel PB to determine default signature instead of loading the model.
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Reduce clutter in the multi-index columns and index in the experimental dataframe auto_pivot util.
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- Move the version to top of init.py since the original "from tensorflow_model_analysis.sdk import *" will not import private symbol.
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