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Commits on Dec 21, 2020

• add mission version of the TensorFlow 2.3.x

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Commits on Dec 17, 2020

• Update documentation and examples on using TFXIO for reading inputs. Updated comments on deprecated default_eval_saved_model args.

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  mdreves

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• Modify to load the library without changing the variable used by Jupyterlab.

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• Add utility method, get_non_baseline_model_specs

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Commits on Dec 16, 2020

• Add support for SparseTensor outputs.

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  mdreves

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• TFMA 0.26.0 Release

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• noop

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  mdreves

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• Support threshold for confidence interval by using unsampled_mean as the value.

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• Fix for breaking change in TFJS to remove 'userDefinedMetadata'.

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  mdreves

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Commits on Dec 15, 2020

• Added workaround for missing input specs when working with TFT layers.

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  mdreves

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Commits on Dec 14, 2020

• Fix the error that FI shows 0 as NO_DATA.

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  huanmingf

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Commits on Dec 11, 2020

• Fix the error when FI reload between the different splits, there is a change that "data" is updated however "slices" is not, which caused error:

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  huanmingf

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Commits on Dec 7, 2020

• Refactor the table.

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  huanmingf

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• Remove duplicate slice keys for the same example and increment a counter.

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Commits on Dec 4, 2020

• Fix an issue that might mistake single candidate model as a rubber stamp case.

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• noop

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Commits on Dec 3, 2020

• noop

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Commits on Dec 2, 2020

• Catch ImportError when importing python extension modules.

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• Move unused code.

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• Fix in the release log for TFMA

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  dhruvesh09

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• noop

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Commits on Dec 1, 2020

• no-op

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• Added the ability for users to find slices that perform significantly worse or better for a given metric by adding a `LOWER_OR_HIGHER` option for the comparison type.

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Commits on Nov 30, 2020

• Fix to compile with stricter gviz externs

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Commits on Nov 25, 2020

• Added support for feature transformations using TFT and other preprocessing functions.

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  mdreves

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• Fixed the bug that tooltip does not render on the correct position.

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  huanmingf

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Commits on Nov 24, 2020

• Separate batched_input_extractor lib into features_extractor, labels_extractor, and example_weights_extractor and rename batched_predict_extractor_v2 to predictions_extractor.

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  mdreves

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Commits on Nov 23, 2020

• Refactor size estimator utility

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  paulgc17

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• Adding support for rubber stamping (i.e., validate first run without baseline model will ignore the change thresholds)

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• Added support for aggregation of feature attributions.

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  mdreves

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• remove d3-tip dependency

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Commits on Nov 21, 2020

• Updated NDCG to ignore non-positive gains.

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  mdreves

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• Fix issue with MinLabelPosition not being sorted by predictions.

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  mdreves

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• Update comments on why MultiClassConfusionMatrix metrics don't match binarized ConfusionMatrix metrics

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  mdreves

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Commits on Nov 20, 2020

• Add tests using tensorflow-ranking metrics with query-based metrics.

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  mdreves

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