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Commits on Aug 1, 2022

• Bump up minimum apache-beam version to 2.40.0 to support new run_inference API.

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• Add the UnbatchExtractor & TransformedFeatureExtractor to the list of extractors so users can manually set default extractors (Evaluation seemed to require the UnbatchExtractor).

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Commits on Jul 28, 2022

• Support sparse features via TFXIO.

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Commits on Jul 26, 2022

• Update PredictionsExtractor to support backwards compatibility with the MaterializedPredictionsExtractor.

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Commits on Jul 25, 2022

• no-op

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• Add config_pb2.Repeated{String,Int32}Value to the TFMA SDK namespace.

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Commits on Jul 22, 2022

• Refactor the main TFMA import to factor out a separate SDK module. This allows users who only need access to configuration modules, but not the modules for actually executing pipeline itself, to im…

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Commits on Jul 21, 2022

• Create dir for preprocessor and utility.

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• Separate the PredictionsExtractor into two extractors.

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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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