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Commits on Sep 11, 2020

• Add support for writing and reading metrics in parquet format.

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  embr

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• fix parentheses

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• support data-base-url being null

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Commits on Sep 10, 2020

• Fixing confusing error message in TensorBoard plugin.

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  jindalshivam09

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• Use select_constraint() in setup.py for branched dependency selection.

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• TFMA 0.24.0 Release

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Commits on Sep 9, 2020

• Fix the bug that Sort menu is not hidden when there is no model comparison.

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• Introducing ipython dependency

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• Automated rollback of commit 782406e

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• Merge pull request tensorflow#84 from atn832:jupyterlab

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• no-op

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• add labplugin.js

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• support jupyterlab extensions

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• Add test for int categoricals in auto slice key extractor.

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Commits on Sep 8, 2020

• Made thresholds drop down list sorted.

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• noop

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Commits on Sep 3, 2020

• Add support for feature extraction on list outputs in addition to np.ndarray and empty lists.

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• Fix the bug in the UI. The error message of privacy now is not encoded anymore.

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  huanmingf

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Commits on Sep 2, 2020

• Allow zero standard deviation for overall dataset with a warning.

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  paulgc

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• Renamed ConfusionMatrixMetric.compute to ConfusionMatrixMetric.result for consistency with other metric APIs.

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• noop

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• Use TFXIO and batched extractors by default in TFMA V2

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Commits on Sep 1, 2020

• Fix issue where name of MultiClassConfusionMatrixPlot is being overridden by MultiClassConfusionMatrix metrics.

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  mdreves

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Commits on Aug 31, 2020

• Fix the type hint error of "FilterByMetrics" when min_slice_size > 1.

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  huanmingf

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Commits on Aug 29, 2020

• Add FAQ on why multiclass confusion matrix metrics won't match binarized confusion matrix metrics.

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  mdreves

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• Fix issue with precision@k and recall@k giving incorrect values when negative thresholds are used (i.e. keras defaults).

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  mdreves

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Commits on Aug 28, 2020

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Commits on Aug 26, 2020

• no-op

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Commits on Aug 25, 2020

• Update query based metrics to use multi-dimensional extracts instead of lists of extracts.

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  mdreves

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Commits on Aug 24, 2020

• Adding py3.8 support and also modifying absl-py to support <py 3.8, >=py 3.8.

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  dhruvesh09

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Commits on Aug 21, 2020

• Add support for allowlist and denylist features

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  paulgc

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• Adding a note in 0.23.0 release to drop py3.5 support

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  dhruvesh09

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Commits on Aug 19, 2020

• TFJS predict extractor.

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• Handle corner cases in auto slicer

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  paulgc

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