tm4roon / pytorch-seq2seqLinks
An Implementation of Encoder-Decoder model with global attention mechanism.
☆32Updated 6 years ago
Alternatives and similar repositories for pytorch-seq2seq
Users that are interested in pytorch-seq2seq are comparing it to the libraries listed below
Sorting:
- This repository contain various types of attention mechanism like Bahdanau , Soft attention , Additive Attention , Hierarchical Attention…☆127Updated 4 years ago
- A pytorch implementation of Fairseq Convolutional Sequence to Sequence Learning(Gehring et al. 2017)☆45Updated 7 years ago
- document classification using LSTM + self attention☆114Updated 6 years ago
- Minimal RNN classifier with self-attention in Pytorch☆152Updated 4 years ago
- ☆76Updated 5 years ago
- This is a repository for Multi-task learning with toy data in Pytorch and Tensorflow☆137Updated 7 years ago
- Implementations for a family of attention mechanisms, suitable for all kinds of natural language processing tasks and compatible with Ten…☆362Updated last year
- (minimal implementation) BiLSTM-Attention for Relation Classification☆31Updated last year
- Attention-based bidirectional LSTM for Classification Task (ICASSP)☆116Updated 3 years ago
- Multi-head attention in PyTorch☆156Updated 6 years ago
- Word Embedding + LSTM + FC☆161Updated last year
- some basic deep learning models/method for nlp, text classification.☆80Updated 5 years ago
- LSTM and GRU in PyTorch☆272Updated 7 years ago
- A wrapper layer for stacking layers horizontally☆228Updated 4 years ago
- Hierarchical Attention Networks for Document Classification in Keras☆78Updated 7 years ago
- Text classification based on LSTM on R8 dataset for pytorch implementation☆141Updated 8 years ago
- All about attention in neural networks. Soft attention, attention maps, local and global attention and multi-head attention.☆234Updated 6 years ago
- Pytorch implementation of R-Transformer. Some parts of the code are adapted from the implementation of TCN and Transformer.☆231Updated 6 years ago
- Using Pytorch's nn.Transformer module to create an english to french neural machine translation model.☆78Updated 5 years ago
- A PyTorch Tutorials of Sentiment Analysis Classification (RNN, LSTM, Bi-LSTM, LSTM+Attention, CNN)☆329Updated 2 years ago
- Pytorch implementation of a basic language model using Attention in LSTM network☆27Updated 7 years ago
- RNN示例集合☆42Updated 6 years ago
- PyTorch tutorial for learners☆122Updated 6 years ago
- ☆16Updated 7 years ago
- Contextual inter modal attention for multimodal sentiment analysis☆45Updated 4 years ago
- Multi heads attention for image classification☆80Updated 7 years ago
- Sequence to Sequence Models with PyTorch☆26Updated 7 years ago
- LSTM Classification using Pytorch☆77Updated 7 years ago
- [IN PROGRESS] An introduction to generative adversarial networks (GANs) and variational autoencoders (VAEs) in PyTorch, by implementing a…☆33Updated 6 years ago
- A multitask learning architecture for Natural Language Processing of Pytorch implementation☆41Updated 6 years ago