213 Open Source Attention Software Projects
Free and open source attention code projects including engines, APIs, generators, and tools.
Attention Is All You Need Pytorch 4394 ⭐
A PyTorch implementation of the Transformer model in "Attention is All You Need".
Pytorch Seq2seq 2130 ⭐
Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
Nlp Models Tensorflow 1406 ⭐
Gathers machine learning and Tensorflow deep learning models for NLP problems, 1.13 < Tensorflow < 2.0
Nlp Journey 1207 ⭐
Documents, papers and codes related to Natural Language Processing, including Topic Model, Word Embedding, Named Entity Recognition, Text Classificatin, Text Generation, Text Similarity, Machine Translation)，etc. All codes are implemented intensorflow 2.0.
Tf Rnn Attention 720 ⭐
Tensorflow implementation of attention mechanism for text classification tasks.
Jtkim Kaist Vad 578 ⭐
Voice activity detection (VAD) toolkit including DNN, bDNN, LSTM and ACAM based VAD. We also provide our directly recorded dataset.
Speech Transformer 489 ⭐
A PyTorch implementation of Speech Transformer, an End-to-End ASR with Transformer network on Mandarin Chinese.
Rnn Nlu 459 ⭐
A TensorFlow implementation of Recurrent Neural Networks for Sequence Classification and Sequence Labeling
Mac Network 424 ⭐
Implementation for the paper "Compositional Attention Networks for Machine Reasoning" (Hudson and Manning, ICLR 2018)
Punctuator2 431 ⭐
A bidirectional recurrent neural network model with attention mechanism for restoring missing punctuation in unsegmented text
Deep_learning_nlp 384 ⭐
Keras, PyTorch, and NumPy Implementations of Deep Learning Architectures for NLP
Text Classification Models Pytorch 353 ⭐
Implementation of State-of-the-art Text Classification Models in Pytorch
Attentionwalk 256 ⭐
A PyTorch Implementation of "Watch Your Step: Learning Node Embeddings via Graph Attention" (NeurIPS 2018).
Abd Net 248 ⭐
[ICCV 2019] "ABD-Net: Attentive but Diverse Person Re-Identification" https://arxiv.org/abs/1908.01114
Astgcn 233 ⭐
⚠️[Deprecated] no longer maintained, please use the code in https://github.com/guoshnBJTU/ASTGCN-r-pytorch
Appnp 212 ⭐
A PyTorch implementation of "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019).
Neat Vision 199 ⭐
Neat (Neural Attention) Vision, is a visualization tool for the attention mechanisms of deep-learning models for Natural Language Processing (NLP) tasks. (framework-agnostic)
Self Attentive Tensorflow 190 ⭐
Tensorflow implementation of "A Structured Self-Attentive Sentence Embedding"
Guided Attention Inference Network 190 ⭐
Contains implementation of Guided Attention Inference Network (GAIN) presented in Tell Me Where to Look(CVPR 2018). This repository aims to apply GAIN on fcn8 architecture used for segmentation.
Yolov4 Pytorch 594 ⭐
This is a pytorch repository of YOLOv4, attentive YOLOv4 and mobilenet YOLOv4 with PASCAL VOC and COCO
Nlp Tutorials 209 ⭐
Simple implementations of NLP models. Tutorials are written in Chinese on my website https://mofanpy.com
Datastories Semeval2017 Task4 179 ⭐
Deep-learning model presented in "DataStories at SemEval-2017 Task 4: Deep LSTM with Attention for Message-level and Topic-based Sentiment Analysis".
Pyramid Attention Networks Pytorch 175 ⭐
Implementation of Pyramid Attention Networks for Semantic Segmentation.
Dsksd Rnn For Joint Nlu 169 ⭐
Pytorch implementation of "Attention-Based Recurrent Neural Network Models for Joint Intent Detection and Slot Filling" (https://arxiv.org/abs/1609.01454)
Attentionn 163 ⭐
All about attention in neural networks. Soft attention, attention maps, local and global attention and multi-head attention.
Graph_attention_pool 159 ⭐
Attention over nodes in Graph Neural Networks using PyTorch (NeurIPS 2019)
Hey Jetson 147 ⭐
Deep Learning based Automatic Speech Recognition with attention for the Nvidia Jetson.
Soujanyaporia Multimodal Sentiment Analysis 143 ⭐
Attention-based multimodal fusion for sentiment analysis
Multihead Siamese Nets 132 ⭐
Implementation of Siamese Neural Networks built upon multihead attention mechanism for text semantic similarity task.
Sightseq 112 ⭐
Computer vision tools for fairseq, containing PyTorch implementation of text recognition and object detection
Captcharecognition 96 ⭐
End-to-end variable length Captcha recognition using CNN+RNN+Attention/CTC (pytorch implementation). 端到端的不定长验证码识别
Self Attentive Emb Tf 95 ⭐
Simple Tensorflow Implementation of "A Structured Self-attentive Sentence Embedding" (ICLR 2017)
Njunmt Tf 94 ⭐
An open-source neural machine translation system developed by Natural Language Processing Group, Nanjing University.
Image Caption Generator 100 ⭐
A neural network to generate captions for an image using CNN and RNN with BEAM Search.
Eval On Nn Of Rc 85 ⭐
Empirical Evaluation on Current Neural Networks on Cloze-style Reading Comprehension
Deeplearningreading 78 ⭐
Deep Learning and Machine Learning mini-projects. Current Project: Deepmind Attentive Reader (rc-data)
Ccnet Pure Pytorch 89 ⭐
Criss-Cross Attention for Semantic Segmentation in pure Pytorch with a faster and more precise implementation.
Mgcam 75 ⭐
Mask data and code for 'Mask-guided Contrastive Attention Model for Person Re-Identification' (CVPR-2018)
Slqa 71 ⭐
An Unofficial Pytorch Implementation of Multi-Granularity Hierarchical Attention Fusion Networks for Reading Comprehension and Question Answering
Dreyeve 68 ⭐
[TPAMI 2018] Predicting the Driver’s Focus of Attention: the DR(eye)VE Project. A deep neural network learnt to reproduce the human driver focus of attention (FoA) in a variety of real-world driving scenarios.
Hatn 68 ⭐
Hierarchical Attention Transfer Network for Cross-domain Sentiment Classification (AAAI'18)
Prime 65 ⭐
A simple module consistently outperforms self-attention and Transformer model on main NMT datasets with SoTA performance.
Ntua Slp Semeval2018 64 ⭐
Deep-learning models of NTUA-SLP team submitted in SemEval 2018 tasks 1, 2 and 3.
Pop Music Highlighter 60 ⭐
"Pop Music Highlighter: Marking the Emotion Keypoints", TISMIR vol. 1, no. 1
Attention Over Attention Tf Qa 58 ⭐
论文“Attention-over-Attention Neural Networks for Reading Comprehension”中AoA模型实现
Jeelizglancetracker 57 ⭐
Recurrent Independent Mechanisms 57 ⭐
Implementation of the paper Recurrent Independent Mechanisms (https://arxiv.org/pdf/1909.10893.pdf)
Keras Utility Layer Collection 56 ⭐
Collection of custom layers and utility functions for Keras which are missing in the main framework.
Semantic Aware Attention Based Deep Object Co Segmentation 52 ⭐
Semantic Aware Attention Based Deep Object Co-segmentation
Xiaox 51 ⭐
flask+seq2seq【TensorFlow1.0, Pytorch】 :art: :art: 在线聊天机器人 https://mp.weixin.qq.com/s/VpiAmVSTin3ALA8MnzhCJA 或 https://ask.hellobi.com/blog/python_shequ/14486