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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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Commits on Apr 21, 2022

• add lint directive for external compatibility

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Commits on Apr 19, 2022

• Support converting VarLenTensorValues to tensorflow tensors

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Commits on Apr 16, 2022

• Creates confidence interval validation binary

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• Adding additional functionality to counterfactual metrics to calculate counterfactuals from predictions instead of just from features.

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Commits on Apr 15, 2022

• Expose VarLenTensorValue in top-level __init__.py

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• Automated rollback of commit 2b0b6da

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• Add PredictionDifference to TFMA

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• Part IV of batched tensor updates.

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Commits on Apr 14, 2022

• Update to support using classify API with multiple string labels. In this case we match the class returned from the classify API with the set of labels provided. If the class exists in the set of l…

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• Simplifies batched extract handling of empty arrays.

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• Updating Setup.py and README.md files with support py39.

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• Handle empty list in from_dense_rows and trailing empty lists in dense_rows()

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Commits on Apr 13, 2022

• Change the definition of the main flip rate metrics to divide by the total number of samples.

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• Fix a small typo.

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Commits on Apr 12, 2022

• Added backwards compatibility support for SqlSliceKeyExtractor to work with TFX-BSL and TF 1.x

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Commits on Apr 9, 2022

• Updating TFMA Jackknife computation so that it can take advantage of upcoming optimizer improvements.

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Commits on Apr 8, 2022

• Fix issue with DenseRowIterator on empty batch.

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• Adds VarLenTensorValue type to represent a batch of variable length lists.

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• Updates bazel rules dependencies to fix issue with missing zlib version

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Commits on Apr 6, 2022

• Part III of batched tensor updates.

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Commits on Apr 5, 2022

• Adds APIs for setting StandardExtracts predictions and labels.

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Commits on Mar 31, 2022

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

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Commits on Mar 25, 2022

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

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Commits on Mar 18, 2022

• Silence some pytype errors.

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Commits on Mar 16, 2022

• Part II of batched tensor updates.

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