Transformer Alternatives

A TensorFlow Implementation of the Transformer: Attention Is All You Need
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Alternatives To Kyubyong/transformer
Project Name Stars Downloads Repos Using This Packages Using This Most Recent Commit Total Releases Latest Release Open Issues License Language
graykode/nlp-tutorial 13,226 0 0 over 2 years ago 0 35 mit Jupyter Notebook
Natural Language Processing Tutorial for Deep Learning Researchers
brightmart/text_classification 7,628 0 0 over 2 years ago 0 45 mit Python
all kinds of text classification models and more with deep learning
Kyubyong/transformer 3,882 0 0 about 3 years ago 0 134 apache-2.0 Python
A TensorFlow Implementation of the Transformer: Attention Is All You Need
danielegrattarola/spektral 2,317 0 6 about 2 years ago 34 June 01, 2023 67 mit Python
Graph Neural Networks with Keras and Tensorflow 2.
PetarV-/GAT 2,078 0 0 over 4 years ago 0 27 mit Python
Graph Attention Networks (https://arxiv.org/abs/1710.10903)
Diego999/pyGAT 1,684 0 0 over 4 years ago 0 32 mit Python
Pytorch implementation of the Graph Attention Network model by Veličković et. al (2017, https://arxiv.org/abs/1710.10903)
msgi/nlp-journey 1,563 0 0 over 2 years ago 3 April 29, 2020 0 apache-2.0 Python
Documents, papers and codes related to Natural Language Processing, including Topic Model, Word Embedding, Named Entity Recognition, Text Classificatin, Text Generation, Text Similarity, Machine Translation),etc. All codes are implemented intensorflow 2.0.
allenai/bi-att-flow 1,510 0 0 almost 3 years ago 0 73 apache-2.0 Python
Bi-directional Attention Flow (BiDAF) network is a multi-stage hierarchical process that represents context at different levels of granularity and uses a bi-directional attention flow mechanism to achieve a query-aware context representation without early summarization.
emedvedev/attention-ocr 957 0 0 over 2 years ago 21 April 19, 2019 26 mit Python
A Tensorflow model for text recognition (CNN + seq2seq with visual attention) available as a Python package and compatible with Google Cloud ML Engine.
ilivans/tf-rnn-attention 703 0 0 over 6 years ago 0 0 mit Python
Tensorflow implementation of attention mechanism for text classification tasks.
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