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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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• Fix bug of batch size inconsistency when some of the extracts have missing value.

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Commits on Dec 19, 2022

• Add debugging information for failed calls to add_input.

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• Keep the last dimension of the data. So that there is no mismatch of dimensions after reading record_batch

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• Automated rollback of commit d4758dd

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• Remove references to deprecated NumPy type aliases.

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Commits on Dec 17, 2022

• Add mean absolute error and mean squared error.

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Commits on Dec 16, 2022

• Internal change

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• no-op.

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• no-op. Unreleased code.

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• Minor bugfix

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• Fix jupiter integration (github pull from jwiklund)

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• no-op. Internal.

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Commits on Dec 15, 2022

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• Internal change

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Commits on Dec 8, 2022

• TFMA 0.43.0 Release

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• Add allow_missing_key support COCOMeanAveragePrecision, COCOAveragePrecision, COCOAverageRecall, COCOMeanAverageRecall

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Commits on Dec 5, 2022

• Add allow_missing_key for confusion matrix plot metrics.

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• Fix the bug that split and merge mechanism does not return the same array for object scalar numpy array.

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Commits on Dec 2, 2022

• no-op. internal.

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• Make the API of multi_class_confusion_matrix a bit more flexible

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Commits on Dec 1, 2022

• no-op internal change only.

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• Fix or ignore some pytype errors.

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Commits on Nov 30, 2022

• Update references to obsolete key name.

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Commits on Nov 29, 2022

• Upgrades TF dependency to 2.11.

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