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Mikoto10032 /DeepLearning

深度学习入门教程, 优秀文章, Deep Learning Tutorial

machine-learning deep-learning mxnet tensorflow cnn pytorch kaggle gan rnn machinelearning deeplearning gcn

UpdatedApr 21, 2022
Jupyter Notebook

km1994 /nlp_paper_study

该仓库主要记录 NLP 算法工程师相关的顶会论文研读笔记

attention bert gcn relation-extraction entity-recognition

UpdatedAug 18, 2023
C++

stellargraph /stellargraph

StellarGraph - Machine Learning on Graphs

python data-science machine-learning deep-learning graphs machine-learning-algorithms networkx graph-data graph-analysis graph-machine-learning link-prediction graph-convolutional-networks gcn saliency-map interpretability geometric-deep-learning graph-neural-networks heterogeneous-networks stellargraph-library

UpdatedApr 10, 2024
Python

alibaba /euler

A distributed graph deep learning framework.

deep-learning graph network-embedding random-walk graph-convolutional-networks gcn node2vec graph-embedding graph-learning graphsage graph-neural-networks ggnn

UpdatedAug 19, 2023
C++

pytorch_geometric_temporal

benedekrozemberczki /pytorch_geometric_temporal

PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)

deep-learning network-science pytorch temporal-networks spatial-analysis spatial-data spatiotemporal network-embedding spatio-temporal-analysis graph-convolutional-networks gcn spatio-temporal-data temporal-data graph-embedding graph-neural-networks node-embedding graph-convolution gnn temporal-graphs

UpdatedFeb 9, 2025
Python

karateclub

benedekrozemberczki /karateclub

Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)

machine-learning sklearn community-detection network-science deepwalk networkx supervised-learning louvain unsupervised-learning network-embedding scikit label-propagation gcn graph-clustering node2vec networkx-graph graph-embedding graph2vec node-embedding 2vec

UpdatedJul 17, 2024
Python

GPCS4

Inori /GPCS4

A work-in-progress PlayStation 4 emulator.

emulator graphics vulkan ps4 gcn

UpdatedAug 29, 2023
C++

FighterLYL /GraphNeuralNetwork

《深入浅出图神经网络：GNN原理解析》配套代码

gcn gnn graph-neural-network

UpdatedFeb 24, 2021
Jupyter Notebook

wubinzzu /NeuRec

Next RecSys Library

deep-learning social-network tensorflow collaborative-filtering neural-networks autoencoder convolutional-neural-networks sequential recommender-systems gcn adversarial-learning variational-autoencoder

UpdatedMar 24, 2023
Python

tsinghua-fib-lab /GNN-Recommender-Systems

An index of recommendation algorithms that are based on Graph Neural Networks. (TORS)

information-retrieval recommendation-system recommender-system recommendation recommendation-algorithms graph-convolutional-networks gcn graph-neural-networks graph-representation-learning gnn

UpdatedDec 17, 2022

SuperBruceJia /EEG-DL

A Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.

deep-learning tensorflow transformers cnn transformer lstm gru rnn densenet resnet eeg-data one-shot-learning attention-mechanism motor-imagery-classification residual-learning fully-convolutional-networks gcn eeg-classification eeg-signals-processing graph-convolutional-neural-networks

UpdatedJan 19, 2023
Python

Jiakui /awesome-gcn

resources for graph convolutional networks （图卷积神经网络相关资源）

nlp cv gcn graph-attention-networks graph-neural-networks graph-attention

UpdatedJul 12, 2019

yueliu1999 /Awesome-Deep-Graph-Clustering

Awesome Deep Graph Clustering is a collection of SOTA, novel deep graph clustering methods (papers, codes, and datasets).

machine-learning data-mining deep-learning clustering surveys representation-learning data-mining-algorithms network-embedding graph-convolutional-networks gcn graph-embedding graph-neural-networks self-supervised-learning deep-clustering graphclustering

UpdatedJan 5, 2025
Python

shenweichen /GraphNeuralNetwork

Implementation and experiments of graph neural netwokrs, like gcn,graphsage,gat,etc.

gcn graphsage gat graph-attention gnn

UpdatedJan 11, 2023
Python

ClusterGCN

benedekrozemberczki /ClusterGCN

A PyTorch implementation of "Cluster-GCN: An Efficient Algorithm for Training Deep and Large Graph Convolutional Networks" (KDD 2019).

deep-learning neural-network clustering community-detection pytorch deepwalk louvain metis graph-convolutional-networks gcn graph-clustering node2vec node-classification graphsage graph-neural-networks graph2vec diff2vec gemsec musae graph-convolution

UpdatedNov 6, 2022
Python

SimGNN

benedekrozemberczki /SimGNN

A PyTorch implementation of "SimGNN: A Neural Network Approach to Fast Graph Similarity Computation" (WSDM 2019).

machine-learning deep-learning neural-network tensorflow sklearn pytorch attention-mechanism network-embedding wsdm ged gcn graph-embedding graph-classification tensor-network graph-similarity graph-convolution graph-attention gnn graph-edit-distance simgnn

UpdatedJan 12, 2023
Python

guanfuchen /semseg

常用的语义分割架构结构综述以及代码复现华为媒体研究院图文Caption、OCR识别、图视文多模态理解与生成相关方向工作或实习欢迎咨询 15757172165https://guanfuchen.github.io/media/hw_zhaopin_20220724_tiny.jpg

deep-learning pytorch enet fcn image-segmentation segnet semantic-segmentation gcn deeplab lrn shufflenet erfnet frrn drn label-refinement-network segmentation-networks segmentation-models bisenet future-semantic-segmentation

UpdatedJul 13, 2019
Python

yl-1993 /learn-to-cluster

Learning to Cluster Faces (CVPR 2019, CVPR 2020)

pytorch face-recognition gcn face-clustering cvpr2019 cvpr2020

UpdatedDec 27, 2021
Python

Bobo-y /flexible-yolov5

More readable and flexible yolov5 with more backbone(gcn, resnet, shufflenet, moblienet, efficientnet, hrnet, swin-transformer, etc) and (cbam，dcn and so on), and tensorrt

sparsity backbone pytorch resnet object-detection gcn tensorrt neck qat shufflenet yolov3 cbam hrnet dcnv2 yolov5 moblienet swin-transformer triton-server ptq

UpdatedAug 19, 2024
Python

datasets

benedekrozemberczki /datasets

A repository of pretty cool datasets that I collected for network science and machine learning research.

data-science benchmark machine-learning community-detection network-science deepwalk dataset dimensionality-reduction network-analysis network-embedding link-prediction gcn node2vec graph-embedding node-classification graph2vec node-embedding graph-convolution gnn graph-neural-network

UpdatedMar 16, 2024

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