suragnair / seqGAN
A simplified PyTorch implementation of "SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient." (Yu, Lantao, et al.)
☆642Updated 6 years ago
Related projects ⓘ
Alternatives and complementary repositories for seqGAN
- A implementation of SeqGAN in PyTorch, following the implementation in tensorflow.☆261Updated 5 years ago
- PyTorch Re-Implementation of "Generating Sentences from a Continuous Space" by Bowman et al 2015 https://arxiv.org/abs/1511.06349☆587Updated 3 months ago
- Implementation of Sequence Generative Adversarial Nets with Policy Gradient☆2,090Updated 5 years ago
- Sequence to Sequence Models with PyTorch☆736Updated 2 years ago
- TextGAN is a PyTorch framework for Generative Adversarial Networks (GANs) based text generation models.☆892Updated 4 months ago
- Minimal Seq2Seq model with Attention for Neural Machine Translation in PyTorch☆691Updated 3 years ago
- Code for the paper "Adversarially Regularized Autoencoders (ICML 2018)" by Zhao, Kim, Zhang, Rush and LeCun☆400Updated 4 years ago
- The codes of paper "Long Text Generation via Adversarial Training with Leaked Information" on AAAI 2018. Text generation using GAN and …☆576Updated 2 years ago
- Hierarchical Attention Networks for Document Classification in PyTorch☆606Updated 4 years ago
- Implementation of Sequence Generative Adversarial Nets with Policy Gradient in PyTorch☆53Updated 4 years ago
- PyTorch implementation of batched bi-RNN encoder and attention-decoder.☆280Updated 5 years ago
- Recurrent Variational Autoencoder that generates sequential data implemented with pytorch☆357Updated 7 years ago
- Sequence-to-Sequence learning using PyTorch☆523Updated 5 years ago
- Tree LSTM implementation in PyTorch☆550Updated 5 years ago
- Code for the paper "Ordered Neurons: Integrating Tree Structures into Recurrent Neural Networks"☆578Updated 5 years ago
- Deep Reinforcement Learning For Sequence to Sequence Models☆765Updated last year
- A text generation benchmarking platform☆863Updated 3 years ago
- An open source framework for seq2seq models in PyTorch.☆1,498Updated last year
- Reproducing Hu, et. al., ICML 2017's "Toward Controlled Generation of Text"☆242Updated 5 years ago
- A Structured Self-attentive Sentence Embedding☆495Updated 5 years ago
- An open-source implementation of the paper ``A Structured Self-Attentive Sentence Embedding'' (Lin et al., ICLR 2017).☆432Updated 7 years ago
- ☆554Updated 3 years ago
- Implementation of Universal Transformer in Pytorch☆258Updated 6 years ago
- A Pytorch Implementation of "Attention is All You Need" and "Weighted Transformer Network for Machine Translation"☆549Updated 4 years ago
- Tensorflow Implementation of Knowledge-Guided CVAE for dialog generation ACL 2017. It is released by Tiancheng Zhao (Tony) from Dialog Re…☆309Updated 5 years ago
- Generative adversarial networks (GAN) applied to sequential data via recurrent neural networks (RNN).☆395Updated 7 years ago
- Diversity-Promoting Generative Adversarial Network for Generating Informative and Diversified Text (EMNLP2018)☆146Updated 6 years ago
- CNNs for Sentence Classification in PyTorch☆1,021Updated last year
- PyTorch implementation of beam search decoding for seq2seq models☆336Updated last year
- A PyTorch implementation of QANet.☆345Updated 2 years ago