LantaoYu / SeqGAN
Implementation of Sequence Generative Adversarial Nets with Policy Gradient
☆2,091Updated 5 years ago
Alternatives and similar repositories for SeqGAN:
Users that are interested in SeqGAN are comparing it to the libraries listed below
- A simplified PyTorch implementation of "SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient." (Yu, Lantao, et al.)☆643Updated 6 years ago
- The codes of paper "Long Text Generation via Adversarial Training with Leaked Information" on AAAI 2018. Text generation using GAN and …☆577Updated 2 years ago
- Generative adversarial networks (GAN) applied to sequential data via recurrent neural networks (RNN).☆395Updated 7 years ago
- Sequence to Sequence Models with PyTorch☆739Updated 2 years ago
- Dynamic seq2seq in TensorFlow, step by step☆996Updated 7 years ago
- Sequence to Sequence Learning with Keras☆3,170Updated 2 years ago
- A very simple generative adversarial network (GAN) in PyTorch☆1,521Updated 3 years ago
- ☆3,219Updated 6 years ago
- Code for reproducing experiments in "Improved Training of Wasserstein GANs"☆2,367Updated 6 years ago
- PyTorch Re-Implementation of "Generating Sentences from a Continuous Space" by Bowman et al 2015 https://arxiv.org/abs/1511.06349☆589Updated this week
- A implementation of SeqGAN in PyTorch, following the implementation in tensorflow.☆263Updated 5 years ago
- Tensorflow implementation of attention mechanism for text classification tasks.☆749Updated 5 years ago
- A text generation benchmarking platform☆864Updated 3 years ago
- ☆830Updated 7 years ago
- Collection of generative models in Tensorflow☆3,915Updated 2 years ago
- Sequence-to-sequence model with LSTM encoder/decoders and attention☆1,267Updated 4 years ago
- Visualizing RNNs using the attention mechanism☆750Updated 5 years ago
- "End-To-End Memory Networks" in Tensorflow☆830Updated 7 years ago
- Framework for building complex recurrent neural networks with Keras☆765Updated 2 years ago
- Code for reproducing key results in the paper "InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Advers…☆1,059Updated 3 years ago
- Training RNNs as Fast as CNNs (https://arxiv.org/abs/1709.02755)☆2,103Updated 3 years ago
- An open source framework for seq2seq models in PyTorch.☆1,504Updated 2 years ago
- LSTM and QRNN Language Model Toolkit for PyTorch☆1,966Updated 2 years ago
- Library for implementing RNNs with Theano☆601Updated 9 years ago
- Code for the paper "Improved Techniques for Training GANs"☆2,302Updated 6 years ago
- Collection of generative models in Pytorch version.☆2,612Updated 4 years ago
- An open-source implementation of the paper ``A Structured Self-Attentive Sentence Embedding'' (Lin et al., ICLR 2017).☆431Updated 7 years ago
- LSTM language model with CNN over characters☆826Updated 8 years ago
- Code for the paper "Adversarially Regularized Autoencoders (ICML 2018)" by Zhao, Kim, Zhang, Rush and LeCun☆400Updated 4 years ago
- Attention-based sequence to sequence learning☆389Updated 5 years ago