295 Open Source Attention Software Projects
Free and open source attention code projects including engines, APIs, generators, and tools.
Attention Is All You Need Pytorch 5841 ⭐
A PyTorch implementation of the Transformer model in "Attention is All You Need".
Pytorch Seq2seq 3271 ⭐
Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
Nlp Models Tensorflow 1590 ⭐
Gathers machine learning and Tensorflow deep learning models for NLP problems, 1.13 < Tensorflow < 2.0
Nlp Journey 1372 ⭐
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.
Absa Pytorch 1368 ⭐
Aspect Based Sentiment Analysis, PyTorch Implementations. 基于方面的情感分析，使用PyTorch实现。
Tf Rnn Attention 743 ⭐
Tensorflow implementation of attention mechanism for text classification tasks.
Jtkim Kaist Vad 663 ⭐
Voice activity detection (VAD) toolkit including DNN, bDNN, LSTM and ACAM based VAD. We also provide our directly recorded dataset.
Speech Transformer 619 ⭐
A PyTorch implementation of Speech Transformer, an End-to-End ASR with Transformer network on Mandarin Chinese.
Rnn Nlu 469 ⭐
A TensorFlow implementation of Recurrent Neural Networks for Sequence Classification and Sequence Labeling
Mac Network 466 ⭐
Implementation for the paper "Compositional Attention Networks for Machine Reasoning" (Hudson and Manning, ICLR 2018)
Punctuator2 544 ⭐
A bidirectional recurrent neural network model with attention mechanism for restoring missing punctuation in unsegmented text
Deep_learning_nlp 422 ⭐
Keras, PyTorch, and NumPy Implementations of Deep Learning Architectures for NLP
Text Classification Models Pytorch 414 ⭐
Implementation of State-of-the-art Text Classification Models in Pytorch
Attentionwalk 281 ⭐
A PyTorch Implementation of "Watch Your Step: Learning Node Embeddings via Graph Attention" (NeurIPS 2018).
Abd Net 287 ⭐
[ICCV 2019] "ABD-Net: Attentive but Diverse Person Re-Identification" https://arxiv.org/abs/1908.01114
Astgcn 271 ⭐
⚠️[Deprecated] no longer maintained, please use the code in https://github.com/guoshnBJTU/ASTGCN-r-pytorch
Appnp 268 ⭐
A PyTorch implementation of "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019).
Neat Vision 224 ⭐
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 191 ⭐
Tensorflow implementation of "A Structured Self-Attentive Sentence Embedding"
Guided Attention Inference Network 218 ⭐
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 1397 ⭐
This is a pytorch repository of YOLOv4, attentive YOLOv4 and mobilenet YOLOv4 with PASCAL VOC and COCO
Nlp Tutorials 569 ⭐
Simple implementations of NLP models. Tutorials are written in Chinese on my website https://mofanpy.com
Datastories Semeval2017 Task4 191 ⭐
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 195 ⭐
Implementation of Pyramid Attention Networks for Semantic Segmentation.
Dsksd Rnn For Joint Nlu 184 ⭐
Pytorch implementation of "Attention-Based Recurrent Neural Network Models for Joint Intent Detection and Slot Filling" (https://arxiv.org/abs/1609.01454)
Attentionn 190 ⭐
All about attention in neural networks. Soft attention, attention maps, local and global attention and multi-head attention.
Graph_attention_pool 209 ⭐
Attention over nodes in Graph Neural Networks using PyTorch (NeurIPS 2019)
Hey Jetson 170 ⭐
Deep Learning based Automatic Speech Recognition with attention for the Nvidia Jetson.
Soujanyaporia Multimodal Sentiment Analysis 210 ⭐
Attention-based multimodal fusion for sentiment analysis
Multihead Siamese Nets 161 ⭐
Implementation of Siamese Neural Networks built upon multihead attention mechanism for text semantic similarity task.
Sightseq 117 ⭐
Computer vision tools for fairseq, containing PyTorch implementation of text recognition and object detection
Captcharecognition 101 ⭐
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 94 ⭐
Simple Tensorflow Implementation of "A Structured Self-attentive Sentence Embedding" (ICLR 2017)
Njunmt Tf 95 ⭐
An open-source neural machine translation system developed by Natural Language Processing Group, Nanjing University.
Image Caption Generator 150 ⭐
A neural network to generate captions for an image using CNN and RNN with BEAM Search.
Eval On Nn Of Rc 84 ⭐
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 147 ⭐
Criss-Cross Attention (2d&3d) for Semantic Segmentation in pure Pytorch with a faster and more precise implementation.
Mgcam 80 ⭐
Mask data and code for 'Mask-guided Contrastive Attention Model for Person Re-Identification' (CVPR-2018)
Slqa 75 ⭐
An Unofficial Pytorch Implementation of Multi-Granularity Hierarchical Attention Fusion Networks for Reading Comprehension and Question Answering
Dreyeve 74 ⭐
[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 76 ⭐
Hierarchical Attention Transfer Network for Cross-domain Sentiment Classification (AAAI'18)
Prime 76 ⭐
A simple module consistently outperforms self-attention and Transformer model on main NMT datasets with SoTA performance.
Ntua Slp Semeval2018 76 ⭐
Deep-learning models of NTUA-SLP team submitted in SemEval 2018 tasks 1, 2 and 3.
Pop Music Highlighter 79 ⭐
"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 67 ⭐
Recurrent Independent Mechanisms 82 ⭐
Implementation of the paper Recurrent Independent Mechanisms (https://arxiv.org/pdf/1909.10893.pdf)
Keras Utility Layer Collection 59 ⭐
Collection of custom layers and utility functions for Keras which are missing in the main framework.
Semantic Aware Attention Based Deep Object Co Segmentation 59 ⭐
Semantic Aware Attention Based Deep Object Co-segmentation
Xiaox 52 ⭐
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