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TensorFlow Model Analysis 0.41.0
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@venkat2469 venkat2469 released this 09 Sep 00:25
· 4 commits to r0.41.0 since this release
v0.41.0
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Learn about vigilant mode.

Major Features and Improvements

  • Add COCO object detection metrics, object detection related utilities,
    objection detection opitons in binary confusion matrix, Precision At Recall,
    and AUC. Add MaxRecall metric.
  • Add support for parsing sparse tensors with explicit tensor representations
    via TFXIO.

Bug fixes and other Changes

  • Add score_distribution_plot.
  • Separate the Predictions Extractor into two extractors.
  • Update PredictionsExtractor to support backwards compatibility with the
    Materialized Predictions Extractor.
  • Depends on apache-beam[gcp]>=2.40,<3.
  • Depends on pyarrow>=6,<7.
  • Update merge_extracts with an option to skip squeezing one-dim arrays.
    Update split_extracts with an option to expand zero-dim arrays.
  • Added experimental bulk inference implementation to PredictionsExtractor.
    Currently only supports the RegressionAPI.

Breaking Changes

  • Adds multi-index columns for view.experimental.metrics_as_dataframe util.
  • Changes SymmetricPredictionDifference output type from array to scalar.

Deprecations

  • N/A
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