musyoku / chainer-sru
Training RNNs as Fast as CNNs (Simple Recurrent Unit)
☆30Updated 7 years ago
Alternatives and similar repositories for chainer-sru:
Users that are interested in chainer-sru are comparing it to the libraries listed below
- Highway networks implemented in PyTorch.☆56Updated 7 years ago
- fairseq: Convolutional Sequence to Sequence Learning (Gehring et al. 2017) by Chainer☆65Updated 7 years ago
- Code for experiments with our RNN regularizer, which stochastically forces units to maintain previous values.☆78Updated 7 years ago
- Attention is All You Need in Sonnet☆39Updated 7 years ago
- A pytorch implementation of "Self-Normalizing Neural Networks" by Klambauer et al. (still beta)☆59Updated 7 years ago
- ☆64Updated 7 years ago
- Torch implementation of seq2seq machine translation with GRU RNN and attention☆78Updated 8 years ago
- Quasi-RNN for language modeling☆58Updated 7 years ago
- An implementation of zoneout regularizer on LSTM-RNN by Tensorflow☆25Updated 7 years ago
- Code Samples from Neural Networks for NLP☆73Updated 7 years ago
- Pytorch implementation of bytenet from "Neural Machine Translation in Linear Time" paper☆47Updated 7 years ago
- A PyTorch implementation of Recurrent Additive Networks by Lee et al. (2017)☆29Updated 7 years ago
- Professor Forcing, NIPS'16☆45Updated 7 years ago
- A PyTorch Implementation of "Quasi-Recurrent Neural Networks"☆48Updated 7 years ago
- Improving text generation with adversarial objectives☆0Updated 8 years ago
- Compare outputs between layers written in Tensorflow and layers written in Pytorch☆72Updated 6 years ago
- Training RNNs as fast as CNNs. An unofficial tensorflow implementation.☆32Updated 6 years ago
- ☆43Updated 6 years ago
- DEPRECATED!!! the same as official VAE example, but using Trainer in this repo☆30Updated 6 years ago
- A bare-bones NumPy implementation of "Multimodal Neural Language Models" (Kiros et al, ICML 2014)☆55Updated 7 years ago
- Skip RNN: Learning to Skip State Updates in Recurrent Neural Networks (ICLR 2018)☆122Updated last year
- a replicate of https://arxiv.org/pdf/1711.00937.pdf☆16Updated 7 years ago
- Variational Autoencoders (VAEs) in Theano for Images and Text☆54Updated 7 years ago
- Re-implementation of the Noise Contrastive Estimation algorithm for pyTorch, following "Noise-contrastive estimation: A new estimation pr…☆45Updated 5 years ago
- ☆93Updated 7 years ago
- The experiment result of LSTM language models on PTB (Penn Treebank) and GBW (Google Billion Word) using AdaptiveSoftmax on TensorFlow.☆101Updated 6 years ago