suragnair / seqGANView external linksLinks
A simplified PyTorch implementation of "SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient." (Yu, Lantao, et al.)
☆648Sep 27, 2018Updated 7 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.☆263Feb 20, 2019Updated 6 years ago
- Implementation of Sequence Generative Adversarial Nets with Policy Gradient☆2,094Mar 10, 2019Updated 6 years ago
- Implementation of Sequence Generative Adversarial Nets with Policy Gradient in PyTorch☆54Jun 28, 2020Updated 5 years ago
- TextGAN is a PyTorch framework for Generative Adversarial Networks (GANs) based text generation models.☆911Jun 26, 2024Updated last year
- The codes of paper "Long Text Generation via Adversarial Training with Leaked Information" on AAAI 2018. Text generation using GAN and …☆576Jul 2, 2022Updated 3 years ago
- Sequence to Sequence Models with PyTorch☆741Mar 27, 2022Updated 3 years ago
- Transformer Based SeqGAN for Language Generation☆36Oct 18, 2025Updated 3 months ago
- Diversity-Promoting Generative Adversarial Network for Generating Informative and Diversified Text (EMNLP2018)☆147Sep 15, 2018Updated 7 years ago
- A text generation benchmarking platform☆868Jul 3, 2021Updated 4 years ago
- ☆833Jul 12, 2017Updated 8 years ago
- An open source framework for seq2seq models in PyTorch.☆1,516Sep 17, 2025Updated 4 months ago
- Adversarial Machine Translation with pytorch☆23Jan 14, 2018Updated 8 years ago
- Evaluation code for various unsupervised automated metrics for Natural Language Generation.☆1,391Aug 20, 2024Updated last year
- PyTorch Re-Implementation of "Generating Sentences from a Continuous Space" by Bowman et al 2015 https://arxiv.org/abs/1511.06349☆593May 30, 2025Updated 8 months ago
- PyTorch Implementation of "A Hierarchical Latent Structure for Variational Conversation Modeling" (NAACL 2018 Oral)☆173Jul 25, 2024Updated last year
- SeqGAN implementation for generating text using an RNN.☆100Dec 1, 2017Updated 8 years ago
- A PyTorch implementation of the Transformer model in "Attention is All You Need".☆9,625Apr 16, 2024Updated last year
- Generative adversarial networks (GAN) applied to sequential data via recurrent neural networks (RNN).☆396Jun 19, 2017Updated 8 years ago
- SeqGAN implementation with Tensorflow☆18Jan 14, 2018Updated 8 years ago
- A PyTorch Implementation of "Toward Controlled Generation of Text"☆105Nov 8, 2017Updated 8 years ago
- Go to https://github.com/pytorch/tutorials - this repo is deprecated and no longer maintained☆4,548Jul 1, 2021Updated 4 years ago
- Conditional Sequence Generative Adversarial Network trained with policy gradient, Implementation in Tensorflow☆49Dec 12, 2018Updated 7 years ago
- Reproducing Hu, et. al., ICML 2017's "Toward Controlled Generation of Text"☆241Mar 14, 2019Updated 6 years ago
- SeqGAN tensorflow implementation☆107Jan 31, 2018Updated 8 years ago
- Recurrent Variational Autoencoder that generates sequential data implemented with pytorch☆357Mar 15, 2017Updated 8 years ago
- An optimized version of SeqGAN in pytorch☆12Apr 24, 2018Updated 7 years ago
- Minimal Seq2Seq model with Attention for Neural Machine Translation in PyTorch☆702Dec 13, 2020Updated 5 years ago
- Code for the paper "Adversarially Regularized Autoencoders (ICML 2018)" by Zhao, Kim, Zhang, Rush and LeCun☆399Apr 11, 2020Updated 5 years ago
- ☆95Jun 1, 2018Updated 7 years ago
- Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.☆7,492Mar 24, 2024Updated last year
- Open Source Neural Machine Translation and (Large) Language Models in PyTorch☆6,990Oct 14, 2025Updated 3 months ago
- Tensorflow Implementation of Knowledge-Guided CVAE for dialog generation ACL 2017. It is released by Tiancheng Zhao (Tony) from Dialog Re…☆310Nov 26, 2018Updated 7 years ago
- Deep Reinforcement Learning For Sequence to Sequence Models☆768Mar 24, 2023Updated 2 years ago
- Google AI 2018 BERT pytorch implementation☆6,516Sep 15, 2023Updated 2 years ago
- Code for reproducing experiments in "Improved Training of Wasserstein GANs"☆2,404Jun 6, 2018Updated 7 years ago
- ReGAN: Sequence GAN using RE[INFORCE|LAX|BAR] based PG estimators☆41May 12, 2018Updated 7 years ago
- Code for the paper ``Coherent Comments Generation for Chinese Articles with a Graph-to-Sequence Model''☆174Dec 19, 2019Updated 6 years ago
- Sequence-to-Sequence learning using PyTorch☆521Nov 12, 2019Updated 6 years ago
- Generate Chinese Poem using SeqGAN☆42Mar 17, 2018Updated 7 years ago