erickrf / autoencoder
Text autoencoder with LSTMs
☆259Updated 5 years ago
Alternatives and similar repositories for autoencoder:
Users that are interested in autoencoder are comparing it to the libraries listed below
- tensorflow rewrite of Yoon Kim's lstm-char-cnn☆215Updated 6 years ago
- Code & data accompanying the KDD 2017 paper "KATE: K-Competitive Autoencoder for Text"☆144Updated last year
- Attention-based sequence to sequence learning☆390Updated 5 years ago
- Hierarchical Attention Networks for Document Classification in PyTorch☆604Updated 5 years ago
- Four styles of encoder decoder model by Python, Theano, Keras and Seq2Seq☆277Updated 7 years ago
- TensorFlow LSTM-autoencoder implementation☆191Updated 7 years ago
- Generative adversarial networks (GAN) applied to sequential data via recurrent neural networks (RNN).☆394Updated 7 years ago
- An implementation of GloVe in TensorFlow☆291Updated 7 years ago
- Visualizing RNNs using the attention mechanism☆749Updated 5 years ago
- A tensorflow implementation of "Generating Sentences from a Continuous Space"☆227Updated 2 years ago
- Sentence2vec by Rock☆312Updated 2 years ago
- Tensorflow implementation for DilatedRNN☆347Updated 7 years ago
- Document classification with Hierarchical Attention Networks in TensorFlow. WARNING: project is currently unmaintained, issues will proba…☆465Updated 10 months ago
- Text Generation Using A Variational Autoencoder☆110Updated 7 years ago
- Sequence to sequence learning using TensorFlow.☆390Updated 6 years ago
- LSTM language model with CNN over characters☆827Updated 8 years ago
- Recurrent Variational Autoencoder that generates sequential data implemented with pytorch☆360Updated 8 years ago
- Code of Directional Self-Attention Network (DiSAN)☆312Updated 6 years ago
- Implementation of Sequence to Sequence Learning with Neural Networks by Sutskever et al.☆73Updated 9 years ago
- An open-source implementation of the paper ``A Structured Self-Attentive Sentence Embedding'' (Lin et al., ICLR 2017).☆430Updated 7 years ago
- My (slightly modified) Keras implementation of the Recurrent Convolutional Neural Network (RCNN) described here: http://www.aaai.org/ocs/…☆182Updated 6 years ago
- Text Classification by Convolutional Neural Network in Keras☆218Updated 7 years ago
- Tensorflow implementation of attention mechanism for text classification tasks.☆748Updated 5 years ago
- A tensorflow implementation of Fairseq Convolutional Sequence to Sequence Learning(Gehring et al. 2017)☆305Updated 7 years ago
- The implementation of text classification using character level convoultion neural networks using Keras☆152Updated 2 years ago
- A simple Tensorflow based library for deep and/or denoising AutoEncoder.☆149Updated 6 years ago
- Implementation of Very Deep Convolutional Neural Network for Text Classification☆170Updated 2 years ago
- PyTorch implementation of batched bi-RNN encoder and attention-decoder.☆279Updated 6 years ago
- Train and visualize Hierarchical Attention Networks☆204Updated 6 years ago
- A bidirectional LSTM with attention for multiclass/multilabel text classification.☆173Updated 6 months ago