Alternatives and similar repositories for attention-mechanisms

Users that are interested in attention-mechanisms are comparing it to the libraries listed below

• CyberZHG / keras-multi-head
  A wrapper layer for stacking layers horizontally
  ☆228Updated 3 years ago
• CyberZHG / keras-self-attention
  Attention mechanism for processing sequential data that considers the context for each timestamp.
  ☆655Updated 3 years ago
• thushv89 / attention_keras
  Keras Layer implementation of Attention for Sequential models
  ☆441Updated 2 years ago
• monk1337 / Various-Attention-mechanisms
  This repository contain various types of attention mechanism like Bahdanau , Soft attention , Additive Attention , Hierarchical Attention…
  ☆126Updated 3 years ago
• lsdefine / attention-is-all-you-need-keras
  A Keras+TensorFlow Implementation of the Transformer: Attention Is All You Need
  ☆712Updated 3 years ago
• gentaiscool / lstm-attention
  Attention-based bidirectional LSTM for Classification Task (ICASSP)
  ☆115Updated 2 years ago
• CyberZHG / keras-transformer
  Transformer implemented in Keras
  ☆371Updated 3 years ago
• b-etienne / Seq2seq-PyTorch
  ☆76Updated 5 years ago
• kpot / keras-transformer
  Keras library for building (Universal) Transformers, facilitating BERT and GPT models
  ☆537Updated 5 years ago
• ningshixian / LSTM_Attention
  attention-based LSTM/Dense implemented by Keras
  ☆299Updated 7 years ago
• DSE-MSU / R-transformer
  Pytorch implementation of R-Transformer. Some parts of the code are adapted from the implementation of TCN and Transformer.
  ☆230Updated 5 years ago
• mttk / rnn-classifier
  Minimal RNN classifier with self-attention in Pytorch
  ☆150Updated 3 years ago
• Choco31415 / Attention_Network_With_Keras
  An example attention network with simple dataset.
  ☆229Updated 6 years ago
• pengshuang / CNN-Seq2Seq
  A pytorch implementation of Fairseq Convolutional Sequence to Sequence Learning(Gehring et al. 2017)
  ☆46Updated 6 years ago
• AlexGidiotis / Document-Classifier-LSTM
  A bidirectional LSTM with attention for multiclass/multilabel text classification.
  ☆173Updated 9 months ago
• claravania / lstm-pytorch
  LSTM Classification using Pytorch
  ☆77Updated 6 years ago
• zaidalyafeai / AttentioNN
  All about attention in neural networks. Soft attention, attention maps, local and global attention and multi-head attention.
  ☆231Updated 5 years ago
• keishinkickback / Pytorch-RNN-text-classification
  Word Embedding + LSTM + FC
  ☆161Updated 11 months ago
• keitakurita / Better_LSTM_PyTorch
  An LSTM in PyTorch with best practices (weight dropout, forget bias, etc.) built-in. Fully compatible with PyTorch LSTM.
  ☆133Updated 5 years ago
• hfawaz / bigdata18
  Transfer learning for time series classification
  ☆380Updated 6 years ago
• nn116003 / self-attention-classification
  document classification using LSTM + self attention
  ☆112Updated 5 years ago
• LukeTonin / keras-seq-2-seq-signal-prediction
  An implementation of a sequence to sequence neural network using an encoder-decoder
  ☆209Updated 5 years ago
• AnubhavGupta3377 / Text-Classification-Models-Pytorch
  Implementation of State-of-the-art Text Classification Models in Pytorch
  ☆490Updated 6 years ago
• lilianweng / transformer-tensorflow
  Implementation of Transformer Model in Tensorflow
  ☆470Updated 2 years ago
• kaka-lin / stock-price-predict
  Implementation of seq2seq with attention in keras
  ☆114Updated 5 years ago
• sunfanyunn / DARNN
  A Dual-Stage Attention-Based Recurrent Neural Network for Time Series Prediction
  ☆111Updated 11 months ago
• lzfelix / keras_attention
  An Attention Layer in Keras
  ☆43Updated 6 years ago
• CyberZHG / keras-layer-normalization
  Layer normalization implemented in Keras
  ☆60Updated 3 years ago
• jiangqy / LSTM-Classification-pytorch
  Text classification based on LSTM on R8 dataset for pytorch implementation
  ☆141Updated 7 years ago
• philipperemy / keras-attention
  Keras Attention Layer (Luong and Bahdanau scores).
  ☆2,807Updated last year