suriyadeepan / rnn-from-scratchLinks
Use tensorflow's tf.scan to build vanilla, GRU and LSTM RNNs
☆127Updated 8 years ago
Alternatives and similar repositories for rnn-from-scratch
Users that are interested in rnn-from-scratch are comparing it to the libraries listed below
Sorting:
- Tensorflow implementation of a Hierarchical and Multiscale RNN, described in https://arxiv.org/abs/1609.01704☆135Updated 8 years ago
- Batch normalized LSTM for tensorflow☆179Updated 8 years ago
- Tensorflow implementation for DilatedRNN☆352Updated 7 years ago
- Tensorflow implementation of Recursive Neural Networks using LSTM units☆136Updated 9 years ago
- Nested LSTM Cell☆251Updated 7 years ago
- attention model for entailment on SNLI corpus implemented in Tensorflow and Keras☆178Updated 8 years ago
- Skip RNN: Learning to Skip State Updates in Recurrent Neural Networks (ICLR 2018)☆121Updated 2 years ago
- Transformer of "Attention Is All You Need" (Vaswani et al. 2017) by Chainer.☆322Updated 7 years ago
- Character-Aware Neural Language Models. A keras-based implementation☆118Updated 3 years ago
- Adaptive Computation Time algorithm in Tensorflow☆256Updated 8 years ago
- Dynamic Convolutional Neural Networks for Theano/Lasagne☆151Updated 8 years ago
- A tensorflow implementation of "Generating Sentences from a Continuous Space"☆227Updated 2 years ago
- End-To-End Memory Network using Tensorflow☆343Updated 8 years ago
- Code for Structured Attention Networks https://arxiv.org/abs/1702.00887☆240Updated 8 years ago
- An implementation of skip-thought vectors in Tensorflow☆74Updated 2 years ago
- Tensorflow implementation of Very Deep Convolutional Networks for Natural Language Processing☆79Updated 7 years ago
- TensorFlow implementation of Pointer Networks☆202Updated 7 years ago
- Quasi-recurrent Neural Networks for Keras☆74Updated 8 years ago
- Recurrent Highway Networks - Implementations for Tensorflow, Torch7, Theano and Brainstorm☆402Updated 5 years ago
- Keras implementation of Phased LSTM [https://arxiv.org/abs/1610.09513]☆144Updated 5 years ago
- Practical Examples for RNNs in Tensorflow☆483Updated 8 years ago
- Code for Stanford CS224D: deep learning for natural language understanding☆223Updated 5 years ago
- TensorFlow implementation of normalizations such as Layer Normalization, HyperNetworks.☆111Updated 8 years ago
- Language Modeling☆156Updated 6 years ago
- Keras implementation of Nested LSTMs☆88Updated 6 years ago
- Recurrent Neural Networks with tree structure in Tensorflow☆122Updated 5 years ago
- word2vec uisng keras inside gensim☆206Updated 8 years ago
- Dynamic Memory Networks (https://arxiv.org/abs/1603.01417) in Tensorflow☆240Updated 9 years ago
- An implementation of LSTM with Recurrent Batch Normalization.☆19Updated 8 years ago
- tensorflow rewrite of Yoon Kim's lstm-char-cnn☆214Updated 7 years ago