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Variable-Length Sequences in TensorFlow Part 1: Optimizing Sequence Padding

sayak.dev · published 11 April 2022

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https://www.carted.com/
carted.com
https://www.carted.com/blog/variable-length-sequences-in-tensorflow-part-1/
carted.com
https://developers.google.com/machine-learning/glossary/
developers.google.com
https://en.wikipedia.org/wiki/Gated_recurrent_unit
en.wikipedia.org
https://arxiv.org/abs/1810.04805
arxiv.org
https://www.tensorflow.org/guide/data_performance
tensorflow.org
https://www.kaggle.com/hijest/genre-classification-dataset-imdb
kaggle.com
https://developers.google.com/machine-learning/guides/text-classification
developers.google.com
https://gitlab.com/carted/public/handling-variable-length-text-tf
gitlab.com
https://keras.io/guides/preprocessing_layers/
keras.io
https://keras.io/api/layers/preprocessing_layers/core_preprocessing_layers/text_vectorization
keras.io
https://keras.io/api/layers/preprocessing_layers/categorical/string_lookup/
keras.io
https://keras.io/api/layers/preprocessing_layers/text/text_vectorization/
keras.io
https://www.tensorflow.org/api_docs/python/tf/data/Dataset
tensorflow.org
https://gitlab.com/carted/public/handling-variable-length-text-tf/-/blob/main/smart-batching-shallow-mlp.ipynb
gitlab.com