suragnair / seqGANLinks
A simplified PyTorch implementation of "SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient." (Yu, Lantao, et al.)
☆645Updated 6 years ago
Alternatives and similar repositories for seqGAN
Users that are interested in seqGAN are comparing it to the libraries listed below
Sorting:
- A implementation of SeqGAN in PyTorch, following the implementation in tensorflow.☆264Updated 6 years ago
- Implementation of Sequence Generative Adversarial Nets with Policy Gradient☆2,091Updated 6 years ago
- PyTorch Re-Implementation of "Generating Sentences from a Continuous Space" by Bowman et al 2015 https://arxiv.org/abs/1511.06349☆592Updated this week
- Minimal Seq2Seq model with Attention for Neural Machine Translation in PyTorch☆699Updated 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
- Code for the paper "Adversarially Regularized Autoencoders (ICML 2018)" by Zhao, Kim, Zhang, Rush and LeCun☆398Updated 5 years ago
- Implementation of Sequence Generative Adversarial Nets with Policy Gradient in PyTorch☆54Updated 4 years ago
- PyTorch implementation of batched bi-RNN encoder and attention-decoder.☆280Updated 6 years ago
- Recurrent Variational Autoencoder that generates sequential data implemented with pytorch☆360Updated 8 years ago
- TextGAN is a PyTorch framework for Generative Adversarial Networks (GANs) based text generation models.☆914Updated 11 months ago
- Sequence-to-Sequence learning using PyTorch☆521Updated 5 years ago
- Deep Reinforcement Learning For Sequence to Sequence Models☆765Updated 2 years ago
- Sequence to Sequence Models with PyTorch☆738Updated 3 years ago
- A text generation benchmarking platform☆867Updated 3 years ago
- A Pytorch Implementation of "Attention is All You Need" and "Weighted Transformer Network for Machine Translation"☆557Updated 4 years ago
- Tree LSTM implementation in PyTorch☆551Updated 5 years ago
- An open-source implementation of the paper ``A Structured Self-Attentive Sentence Embedding'' (Lin et al., ICLR 2017).☆430Updated 7 years ago
- Hierarchical Attention Networks for Document Classification in PyTorch☆604Updated 5 years ago
- Generative adversarial networks (GAN) applied to sequential data via recurrent neural networks (RNN).☆394Updated 7 years ago
- A Structured Self-attentive Sentence Embedding☆492Updated 5 years ago
- PyTorch implementation of beam search decoding for seq2seq models☆337Updated 2 years ago
- Code for the paper "Ordered Neurons: Integrating Tree Structures into Recurrent Neural Networks"☆580Updated 5 years ago
- ☆231Updated 5 years ago
- A PyTorch implementation of QANet.☆344Updated 3 years ago
- ☆555Updated 4 years ago
- Reproducing Hu, et. al., ICML 2017's "Toward Controlled Generation of Text"☆240Updated 6 years ago
- Tensorflow Implementation of Knowledge-Guided CVAE for dialog generation ACL 2017. It is released by Tiancheng Zhao (Tony) from Dialog Re…☆311Updated 6 years ago
- An open source framework for seq2seq models in PyTorch.☆1,508Updated 3 weeks ago
- Implementation of RelGAN: Relational Generative Adversarial Networks for Text Generation☆120Updated 4 years ago
- Integrating the Best of TF into PyTorch, for Machine Learning, Natural Language Processing, and Text Generation. This is part of the CAS…☆745Updated 3 years ago