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Commits on Jul 20, 2022

• Implement a TFMA metric to evaluate the score distribution of a model.

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Commits on Jul 19, 2022

• Refactor TFMA rendering functions.

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Commits on Jul 18, 2022

• Make confusion_matrix_metrics_test enforce type equality.

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Commits on Jul 15, 2022

• Fixes issue where PrecisionAtRecall returns an array value for a single recall.

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• Add support for object detection in binary confusion metrics, calibration histogram.

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Commits on Jul 1, 2022

• TFMA 0.40.0 Release

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Commits on Jun 30, 2022

• Add the generating name function for metrics

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Commits on Jun 29, 2022

• Add the functionality that preprocessor is allowed to pass multiple examples.

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• Returns writer result types from TFMA write PTransforms.

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• Export additional slicer and metric types.

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• Add COCO metric related operations: bounding_boxes, iou computations and matching logics.

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Commits on Jun 23, 2022

• beam.pvalue.PDone is never returned as a PCollection element type.

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Commits on Jun 9, 2022

• Solving the problem where numerical inputs of '-1' is treated as unmatched string classes. Putting the string matching one-hot encoding logic into the string-specific context.

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• Support feature values of type bytes for TFJS predictor.

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Commits on Jun 8, 2022

• Fix or ignore some pytype errors.

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Commits on May 31, 2022

• updates comment for legacy aggregator.

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Commits on May 26, 2022

• TFMA: don't force a flush in legacy metrics aggregator with only a single buffered element.

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• Fixing broken link

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Commits on May 25, 2022

• Fix an issue that incorrect cfg = AUCPrecisionRecall.to_config() causes incorrect behavior when called by Keras.metrics.serialize/deserialize(cfg).

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Commits on May 24, 2022

• No longer overriding slice_result.element_type.

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Commits on May 20, 2022

• Upgrades TF dependency to 2.9.

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Commits on May 19, 2022

• Small typo and wording adjustments to TFMA architecture documentation.

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• Update spelling of LINT.ThenChange target rule for io_bazel_rules_closure.

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Commits on May 18, 2022

• Automated rollback of commit 0317361

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Commits on May 13, 2022

• TFMA 0.39.0 Release

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Commits on May 12, 2022

• Bump up minimum apache-beam version to 2.38.0 to avoid data loss issue

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• Fix wrong flag for Pypi nightly repository

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Commits on May 10, 2022

• Add precision and recall to fairness indicators metrics.

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Commits on May 6, 2022

• Adds a util to convert Iterable of MetricsForSlice to Dataframe.

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Commits on May 4, 2022

• Changing TODO from ldap (katsiapis) to tracking bug (b/130032676).

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Commits on May 3, 2022

• Adds a util to read metrics file as a panda DataFrame object with feature slices flattened to each metrics.

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• Add better exception for SQL slice key parsing issues.

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Commits on Apr 27, 2022

• Update type annotations to support NoneType add_metrics_callback

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Commits on Apr 26, 2022

• Explicitly import estimator from tensorflow as a separate import instead of

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Commits on Apr 25, 2022

• Include prediction_difference_metrics in metrics/__init__.py to trigger registration

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