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Tensorflow Transform 0.3.1

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@zoyahav zoyahav released this 20 Oct 20:58
· 891 commits to master since this release

Release 0.3.1

Major Features and Improvements

  • We now provide helper methods for creating serving_input_receiver_fn for use
    with tf.estimator. These mirror the existing functions targeting the
    legacy tf.contrib.learn.estimators-- i.e. for each *_serving_input_fn()
    in input_fn_maker there is now also a *_serving_input_receiver_fn().

Bug Fixes and Other Changes

  • Introduced tft.apply_vocab this allows users to separately apply a single
    vocabulary (as generated by tft.uniques) to several different columns.
  • Provide a source distribution tar tensorflow-transform-X.Y.Z.tar.gz.

Breaking changes

  • The default prefix for tft.string_to_int vocab_filename changed from
    vocab_string_to_int to vocab_string_to_int_uniques. To make your pipelines
    resilient to implementation details please set vocab_filename if you are using
    the generated vocab_filename on a downstream component.