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Commits on Mar 4, 2021

• Add PerSliceMetricThresholds to __init__.py

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Commits on Mar 3, 2021

• noop

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• Porting Lift metrics into FI UI.

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• Remove pytype conversions.

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Commits on Mar 2, 2021

• Don't add metric config (config.MetricsSpec) to baseline model by default

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Commits on Mar 1, 2021

• Merge pull request tensorflow#106 from paulinenicolas1:master

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• Fix evaluation error on keras models that have no metrics.

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• Add a new metric type: CrossSliceMetricComputation and a new metric - Lift under addons/fairness in TFMA

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• Add FAQ documentation on MultiLabelConfusionMatrix

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Commits on Feb 27, 2021

• Add support for calling model.evaluate on keras models containing custom metrics.

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• Update to use new compiled_metrics and compiled_loss APIs for keras in-graph metric computations.

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Commits on Feb 25, 2021

• Make legacy predict extractor also input/output batched extracts.

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• Depend on TF from source in the WORKSPACE and also include bazel version check

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Commits on Feb 24, 2021

• Fix error caused by binary confusion matrix that has no inputs.

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Commits on Feb 23, 2021

• TFMA 0.28.0 Release

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• Adding Flip Count and Flip Rate metrics

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Commits on Feb 19, 2021

• Adding documentation for building TFMA wheel from source

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• Fix extension configuration for Jupyter Lab 3.

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Commits on Feb 18, 2021

• Document on how to run TFMA in Jupyter Lab 1, 2.

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Commits on Feb 17, 2021

• Add the ability for the bucketize numeric features extractor and the calculate s2 cell id extractor to handle features that contain sparse tensor values.

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• Make slice key extractor accept slice spec as side input

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Commits on Feb 12, 2021

• no-op

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Commits on Feb 11, 2021

• Added struct2tensor and tensorflow_ranking to TFX extra dependencies.

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Commits on Feb 10, 2021

• Adding FlipCount metrics for Counterfactual Fairness Evaluation

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• Add rubberstamp in the validation result when the run is rubberstamped.

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• Added num of instance counter for examplegen

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Commits on Feb 9, 2021

• Add Batched Slice Key extractor.

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Commits on Feb 6, 2021

• Add a new base computation for confusion matrix (other than calibration histograms)

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Commits on Feb 3, 2021

• Update eval_saved_model evaluation to use StandardMetricInputs.

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Commits on Feb 2, 2021

• Fixed division by zero error for diff metrics.

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Commits on Feb 1, 2021

• Capping numpy version to >=1.16,<1.20

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Commits on Jan 28, 2021

• TFMA 0.27.0 Release

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Commits on Jan 27, 2021

• Expose metric_types.register_metric in metrics/__init__.py

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Commits on Jan 25, 2021

• Refactored to move TF accumulators to their own file for re-use in keras.evaluate support.

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• Upgrading the Beam version from >=2.25,!=2.26.*,<3 to >=2.27,<3 and pyarrow version from >=0.17,<0.18 to >1,<3.

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