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Commits on Mar 27, 2023

• Modify ExampleCount to be independent of labels and predictions

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Commits on Mar 23, 2023

• Update python version in setup.py and remove traces of py37 in README.md.

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Commits on Mar 22, 2023

• N/A

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• Use full to fill value all at once.

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Commits on Mar 21, 2023

• Ensures serialization in legacy format for TFMA metric wrapper.

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Commits on Mar 20, 2023

• no-op

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Commits on Mar 15, 2023

• Fix pytype disable placement in confusion_matrix_metrics.py.

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Commits on Mar 10, 2023

• Upgrading numpy dependency to ~=1.22.0.

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• Silence some pytype errors.

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Commits on Mar 2, 2023

• Turn on v3 saving.

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Commits on Feb 27, 2023

• Switches Keras object serialization to new logic and changes public API for deserialize_keras_object/serialize_keras_object to the new functions.

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Commits on Feb 22, 2023

• Deprecate Python 3.7 support for TFMA

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Commits on Feb 14, 2023

• Creates non-breaking changes where necessary in preparation for switching all of Keras to new serialization format.

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Commits on Feb 7, 2023

• Fixes bug where positive / negative axes labels are reversed in prediction distribution plot by using a single y-axis

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Commits on Feb 3, 2023

• Add BinaryCrossEntropy and CategoricalCrossEntropy

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• Fix bug where binary_confusion_matrices with different class_weights are considered identical and deduplicated.

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Commits on Feb 2, 2023

• Add precision and recall for the case where labels and predictions are sets of classes.

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Commits on Jan 20, 2023

• Fix test failures under NumPy 1.24.

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Commits on Jan 18, 2023

• When a model is marked as baseline, diffs between the baseline model and other models are computed for most metrics. One of the exceptions is confusion matrices.

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Commits on Jan 16, 2023

• Allow labels to be missing to evaluate flip counts.

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Commits on Jan 12, 2023

• Internal change

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Commits on Jan 11, 2023

• Internal change

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Commits on Jan 6, 2023

• Update the metrics doc to reflect the changes in metric preprocessors.

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Commits on Jan 5, 2023

• Delete unused internal variables

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Commits on Jan 4, 2023

• In tf_metric_wrapper.py, support a dict of scalar tensors as return value of the result() method of tf.keras.metrics.Metric .

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• Add comment on the default value of thresholds when top_k is set.

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Commits on Dec 29, 2022

• Automated rollback of commit 7467554

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• Internal change

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Commits on Dec 22, 2022

• Add mean absolute percentage error and mean squared logarithmic error.

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Commits on Dec 21, 2022

• Silence some pytype errors.

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Commits on Dec 20, 2022

• Add public visibility to servo beam extractor.

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• Adds tests for types.py.

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• Fix detecting feature spec for custom metrics

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• Automated rollback of commit 85fbf39

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• Moves types.py to api/types.py and continues to export tfma.types for backwards compatibility

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