Astgcn⚠️[Deprecated] no longer maintained, please use the code in https://github.com/guoshnBJTU/ASTGCN-r-pytorch
Pytorch Seq2seqTutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
Ai lawall kinds of baseline models for long text classificaiton( text categorization)
AppnpA PyTorch implementation of "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019).
Self Attention CvImplementation of various self-attention mechanisms focused on computer vision. Ongoing repository.
GamA PyTorch implementation of "Graph Classification Using Structural Attention" (KDD 2018).
Neat VisionNeat (Neural Attention) Vision, is a visualization tool for the attention mechanisms of deep-learning models for Natural Language Processing (NLP) tasks. (framework-agnostic)
Pen Net For Inpainting[CVPR'2019]PEN-Net: Learning Pyramid-Context Encoder Network for High-Quality Image Inpainting
Doc Han AttHierarchical Attention Networks for Chinese Sentiment Classification
Guided Attention Inference NetworkContains 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.
GraphtransformerGraph Transformer Architecture. Source code for "A Generalization of Transformer Networks to Graphs", DLG-AAAI'21.
HnattTrain and visualize Hierarchical Attention Networks
Datastories Semeval2017 Task4Deep-learning model presented in "DataStories at SemEval-2017 Task 4: Deep LSTM with Attention for Message-level and Topic-based Sentiment Analysis".
Rnn For Joint NluPytorch implementation of "Attention-Based Recurrent Neural Network Models for Joint Intent Detection and Slot Filling" (https://arxiv.org/abs/1609.01454)
AttentionnAll about attention in neural networks. Soft attention, attention maps, local and global attention and multi-head attention.
Hey JetsonDeep Learning based Automatic Speech Recognition with attention for the Nvidia Jetson.
Medical TransformerPytorch Code for "Medical Transformer: Gated Axial-Attention for Medical Image Segmentation"
Multihead Siamese NetsImplementation of Siamese Neural Networks built upon multihead attention mechanism for text semantic similarity task.
Vqa regatResearch Code for ICCV 2019 paper "Relation-aware Graph Attention Network for Visual Question Answering"
Chinese Chatbot中文聊天机器人,基于10万组对白训练而成,采用注意力机制,对一般问题都会生成一个有意义的答复。已上传模型,可直接运行,跑不起来直播吃键盘。
Absa kerasKeras Implementation of Aspect based Sentiment Analysis
Ccnet Pure PytorchCriss-Cross Attention for Semantic Segmentation in pure Pytorch with a faster and more precise implementation.
FastpunctPunctuation restoration and spell correction experiments.
SightseqComputer vision tools for fairseq, containing PyTorch implementation of text recognition and object detection
Nlp Models TensorflowGathers machine learning and Tensorflow deep learning models for NLP problems, 1.13 < Tensorflow < 2.0
Lambda NetworksImplementation of LambdaNetworks, a new approach to image recognition that reaches SOTA with less compute
CaptcharecognitionEnd-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
Njunmt TfAn open-source neural machine translation system developed by Natural Language Processing Group, Nanjing University.
Nlp JourneyDocuments, 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.
Eval On Nn Of RcEmpirical Evaluation on Current Neural Networks on Cloze-style Reading Comprehension
Nlp TutorialNatural Language Processing Tutorial for Deep Learning Researchers
HatnHierarchical Attention Transfer Network for Cross-domain Sentiment Classification (AAAI'18)
Absa PytorchAspect Based Sentiment Analysis, PyTorch Implementations. 基于方面的情感分析,使用PyTorch实现。
Deeplearning Nlp ModelsA small, interpretable codebase containing the re-implementation of a few "deep" NLP models in PyTorch. Colab notebooks to run with GPUs. Models: word2vec, CNNs, transformer, gpt.
Yolov4 PytorchThis is a pytorch repository of YOLOv4, attentive YOLOv4 and mobilenet YOLOv4 with PASCAL VOC and COCO
FluenceA deep learning library based on Pytorch focussed on low resource language research and robustness