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Commits on Jan 26, 2021

• Continued general tf.SparseTensor support in TFT:

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Commits on Jan 21, 2021

• Updating vocabulary related beam type hints.

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Commits on Dec 15, 2020

• Sample the sentiment data in the sentiment example if reading from the raw dataset

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Commits on Dec 2, 2020

• _batched_placeholder_from_typespec: sanitizing the given name before setting it as the Placeholder's name.

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Commits on Dec 1, 2020

• Changing public input types from Dict to Mapping in order to be less strict on the actual type.

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• Support >2D SparseTensors in TFT for input/output paths.

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Commits on Nov 23, 2020

• Disabling some tests from running when using TF<2.0.

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Commits on Nov 17, 2020

• Add a tf.text vocabulary analyzer

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Commits on Nov 2, 2020

• Fixing links to TFXIO.

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Commits on Oct 29, 2020

• Removing impl_helper.make_feeds_list which has become dead code.

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Commits on Oct 27, 2020

• Avoid filtering vocabulary entries which have newline characters in them when the vocabulary isn't formatted as text.

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• Only call the WriteAnalysisCacheToFS PTransform in Transform if the input dictionary isn't empty.

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Commits on Oct 16, 2020

• Deprecate and remove TFT coder decode methods, TFXIO should be used instead.

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Commits on Oct 12, 2020

• Updating the tft_beam import in simple_example

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Commits on Sep 22, 2020

• Automated rollback of commit b2a230f87defa30a8b1afb958ccc5023d4e59b20

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Commits on Sep 18, 2020

• Make the TFT layer usable after serialization by making it inherit from Model instead of Layer.

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Commits on Sep 9, 2020

• Add with_fanout of a small constant to TFT's initial accumulate `CombineGlobally`s for improved E2E job latency.

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Commits on Sep 1, 2020

• Adds docstring example for tft.ptransform_analyzer

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Commits on Aug 14, 2020

• TFRecord vocabs continued: removing the read_tfrecord_vocabulary_dataset helper method, and setting num_parallel_calls=tf.data.experimental.AUTOTUNE on maps instead of batching to max batch_size.

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• Adding feature name to incompatible feature shape error message for easier debugging.

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Commits on Aug 12, 2020

• Starting to use pytype in TFT

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Commits on Aug 10, 2020

• This change fixes an issue where calling the TFT layer causes the output tensors to lose their shapes.

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Commits on Aug 3, 2020

• Add TFRecord formatted vocabularies support to TFT analyzers and mappers.

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Commits on Aug 1, 2020

• Updating TFT's TF dependency to <2.4.

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Commits on Jul 20, 2020

• Setting vocabulary datasets default batch_size to tf.int32.max instead of tf.int64.max, because the latter would cause a runtime error converting the value to `long long`.

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Commits on Jul 17, 2020

• n/a

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• Encoding categorical features in the census V2 example

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Commits on Jul 16, 2020

• TFRecord vocabulary file support: add utility methods for reading tfrecord vocabularies.

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Commits on Jul 11, 2020

• Register tf.text ops when loading serialized TFT graphs if tf.text is installed.

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• Move testPipelineWithoutAutomaterialization back to impl_test from vocabulary_integration_test, as it's not related to vocabularies.

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Commits on Jun 24, 2020

• Allow TransformFeaturesLayer to operate in TF compatibility graph mode by falling back to transform_raw_features.

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Commits on Jun 23, 2020

• A few cleanups to the codebase, moving info_theory outside of beam.

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Commits on Jun 4, 2020

• Update the census v2 TFT example to allow it to read raw train/eval data and transform it in a dataset.map.

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Commits on May 27, 2020

• Make tft.count_per_key compatible with sparse, non string key inputs.

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• Maintain a TransformFeaturesLayer instance once transform_features_layer is called.

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