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Release 0.21.2

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@jay90099 jay90099 released this 04 Mar 21:24
· 601 commits to master since this release

Release 0.21.2

Major Features and Improvements

  • Expanded capability for per-key analyzers to analyze larger sets of keys that
    would not fit in memory, by storing the key-value pairs in vocabulary files.
    This is enabled by passing a per_key_filename to tft.count_per_key and
    tft.scale_to_z_score_per_key.
  • Added tft.TransformFeaturesLayer and
    tft.TFTransformOutput.transform_features_layers to allow transforming
    features for a TensorFlow Keras model.

Bug Fixes and Other Changes

  • tft.apply_buckets_with_interpolation now handles NaN values by imputing with
    the middle of the normalized range.
  • Depends on tfx-bsl>=0.21.3,<0.22.

Breaking changes

Deprecations