ZiJianZhao / SeqGAN-PyTorchView external linksLinks
A implementation of SeqGAN in PyTorch, following the implementation in tensorflow.
☆263Feb 20, 2019Updated 6 years ago
Alternatives and similar repositories for SeqGAN-PyTorch
Users that are interested in SeqGAN-PyTorch are comparing it to the libraries listed below
Sorting:
- A simplified PyTorch implementation of "SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient." (Yu, Lantao, et al.)☆648Sep 27, 2018Updated 7 years ago
- Implementation of Sequence Generative Adversarial Nets with Policy Gradient in PyTorch☆54Jun 28, 2020Updated 5 years ago
- Conditional Sequence Generative Adversarial Network trained with policy gradient, Implementation in Tensorflow☆49Dec 12, 2018Updated 7 years ago
- TextGAN is a PyTorch framework for Generative Adversarial Networks (GANs) based text generation models.☆911Jun 26, 2024Updated last year
- An optimized version of SeqGAN in pytorch☆12Apr 24, 2018Updated 7 years ago
- This repo implements GAN-based models for Dialogue Generation (DP-GAN, SeqGAN, and our own proposed DPAC-GAN)☆29Mar 24, 2024Updated last year
- Generate Chinese Poem using SeqGAN☆42Mar 17, 2018Updated 7 years ago
- A text generation benchmarking platform☆868Jul 3, 2021Updated 4 years ago
- A PyTorch Implementation of "Toward Controlled Generation of Text"☆105Nov 8, 2017Updated 8 years ago
- My first UROP project☆23Dec 2, 2017Updated 8 years ago
- SeqGAN implementation with Tensorflow☆18Jan 14, 2018Updated 8 years ago
- 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
- Reproducing Hu, et. al., ICML 2017's "Toward Controlled Generation of Text"☆241Mar 14, 2019Updated 6 years ago
- 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
- GANs for Conditional Sequence Generation. Tensorflow. Including the code of paper "Improving Conditional Sequence Generative Adversarial …☆36Jul 13, 2019Updated 6 years ago
- Generative adversarial networks (GAN) applied to sequential data via recurrent neural networks (RNN).☆396Jun 19, 2017Updated 8 years ago
- ☆69Nov 23, 2022Updated 3 years ago
- ☆95Jun 1, 2018Updated 7 years ago
- wip, Pytorch implementation for ACL2017 paper "An unsupervised neural attention model for aspect extraction"☆12Apr 30, 2019Updated 6 years ago
- Graph to sequence implemented in Pytorch combining Graph convolutional networks and opennmt-py☆153Jul 12, 2019Updated 6 years ago
- An open source framework for seq2seq models in PyTorch.☆1,516Sep 17, 2025Updated 4 months ago
- (Beta Version!) Experiment Code for Paper ``CoT: Cooperative Training for Generative Modeling of Discrete Data''☆73May 25, 2019Updated 6 years ago
- Full Python implementation of the ROUGE metric, producing same results as in the official perl implementation.☆159Jul 10, 2019Updated 6 years ago
- Conditional SeqGAN for generating text conditioned on certain sentiment. Stanford Sentiment Treebank. CS 224U Final Project☆13Jun 9, 2018Updated 7 years ago
- ☆33Jun 6, 2017Updated 8 years ago
- 用seqgan训练生成小黄鸡语料☆39Jan 31, 2019Updated 7 years ago
- Collection of generative models in Pytorch version.☆2,645Apr 12, 2020Updated 5 years ago
- The official Keras implementation of ACL 2020 paper "Pre-train and Plug-in: Flexible Conditional Text Generation with Variational Auto-En…☆48Nov 4, 2022Updated 3 years ago
- The dataset and PyTorch Implementation for ACL 2020 paper "MATINF: A Jointly Labeled Large-Scale Dataset for Classification, Question Ans…☆43Sep 7, 2020Updated 5 years ago
- Integrating the Best of TF into PyTorch, for Machine Learning, Natural Language Processing, and Text Generation. This is part of the CAS…☆745Apr 14, 2022Updated 3 years ago
- A Pytorch tutorial for implementation of Dynamic memory Network Plus☆64Jun 8, 2018Updated 7 years ago
- Recurrent Variational Autoencoder that generates sequential data implemented with pytorch☆357Mar 15, 2017Updated 8 years ago
- SeqGAN tensorflow implementation☆107Jan 31, 2018Updated 8 years ago
- Evaluation code for various unsupervised automated metrics for Natural Language Generation.☆1,391Aug 20, 2024Updated last year
- Transformer-Based Conditioned Variational Autoencoder for Story Completion☆95Jul 18, 2020Updated 5 years ago
- 新词发现/新词挖掘/自由度/凝固度/python3☆10May 28, 2019Updated 6 years ago
- PyTorch implementation of A Surprisingly Effective Fix for Deep Latent Variable Modeling of Text (EMNLP 2019)☆48Feb 16, 2020Updated 5 years ago
- Generative Flow based Sequence-to-Sequence Toolkit written in Python.☆247Jan 28, 2020Updated 6 years ago
- Sequence to Sequence Models with PyTorch☆741Mar 27, 2022Updated 3 years ago