Last active
November 8, 2020 20:04
-
-
Save edloginova/5f4e4cbee9de70938b58b272b101f853 to your computer and use it in GitHub Desktop.
Neural Attention Implementations
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
name | framework | models | url | |
---|---|---|---|---|
seq2seq | Keras | RNNSearch | https://github.com/farizrahman4u/seq2seq | |
Keras Attention Mechanism | Keras | RNNSearch + application directly on inputs | https://github.com/philipperemy/keras-attention-mechanism | |
Attention-over-Attention | tensorflow | Attention-over-Attention | https://github.com/OlavHN/attention-over-attention | |
textClassifier | Keras | Hierarchical Attention Networks | https://github.com/richliao/textClassifier | |
snli-entailment | Keras | Rocktaschel's LSTM with attention | https://github.com/shyamupa/snli-entailment | |
Sockeye | Apache MXNet | RNNSearch,Transformer Models with self-attention | https://github.com/awslabs/sockeye | |
Attention Is All You Need | PyTorch | Transformer | https://github.com/jadore801120/attention-is-all-you-need-pytorch | |
transformer | tensorflow | Transformer | https://github.com/DongjunLee/transformer-tensorflow | |
OpenNMT | PyTorch | RNNSearch, Luong’s global, Transformer | http://opennmt.net/OpenNMT-py/onmt.modules.html#attention | |
Attention Sum Reader | Theano | Attention Sum Reader | https://github.com/rkadlec/asreader |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment