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集合主题趋势排行榜
#

gnn

Website
Wikipedia
https://static.github-zh.com/github_avatars/thunlp?size=40
thunlp / GNNPapers

Must-read papers on graph neural networks (GNN)

paper-listgnn
16.43 k
1 年前
benedekrozemberczki/pytorch_geometric_temporal
https://static.github-zh.com/github_avatars/benedekrozemberczki?size=40
benedekrozemberczki / pytorch_geometric_temporal

#计算机科学#PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)

PyTorchgraph-neural-networkstemporal-networkstemporal-graphsgcngraph-convolutional-networks深度学习network-sciencetemporal-datanode-embeddingnetwork-embeddinggraph-embeddingspatial-dataspatial-analysisspatio-temporal-analysisgnngraph-convolution
Python 2.82 k
4 天前
https://static.github-zh.com/github_avatars/FighterLYL?size=40
FighterLYL / GraphNeuralNetwork

《深入浅出图神经网络:GNN原理解析》配套代码

gnngcngraph-neural-network
Jupyter Notebook 1.84 k
4 年前
https://static.github-zh.com/github_avatars/tensorflow?size=40
tensorflow / gnn

#计算机科学#TensorFlow GNN is a library to build Graph Neural Networks on the TensorFlow platform.

Tensorflowgnn深度学习机器学习
Python 1.45 k
2 个月前
https://static.github-zh.com/github_avatars/alibaba?size=40
alibaba / graph-learn

An Industrial Graph Neural Network Framework

gnnTensorflowPyTorchgraphgraph-neural-networkstraining
C++ 1.31 k
1 年前
benedekrozemberczki/CapsGNN
https://static.github-zh.com/github_avatars/benedekrozemberczki?size=40
benedekrozemberczki / CapsGNN

#计算机科学#A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).

capsgnncapsule-networkcapsule-neural-networksconvolutionPyTorchresearchTensorflow机器学习深度学习gnndeepwalknode2vecgraph-attention-networksgraph-attention-modelscikit-learnstruc2vecgraph-convolutiongraph-neural-network
Python 1.26 k
2 年前
https://static.github-zh.com/github_avatars/tsinghua-fib-lab?size=40
tsinghua-fib-lab / GNN-Recommender-Systems

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

gnngraph-neural-networksgcngraph-convolutional-networksrecommendation-systemrecommendationrecommendation-algorithmsrecommender-systemgraph-representation-learninginformation-retrieval
1.04 k
2 年前
gunrock/gunrock
https://static.github-zh.com/github_avatars/gunrock?size=40
gunrock / gunrock

#算法刷题#Programmable CUDA/C++ GPU Graph Analytics

CUDAgraph-analyticsgpugraph-enginehpccxx算法C++essentialsgraphgraph-algorithmsgnngraph-neural-networksparallel-computingsparse-matrix
C++ 1.03 k
1 年前
https://static.github-zh.com/github_avatars/shenweichen?size=40
shenweichen / GraphNeuralNetwork

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

gcngraphsagegnngat
Python 816
2 年前
https://static.github-zh.com/github_avatars/benedekrozemberczki?size=40
benedekrozemberczki / SimGNN

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

graph-edit-distancegedgraph-similaritygcngraph-convolutiontensor-networkTensorflowPyTorch神经网络深度学习机器学习attention-mechanismscikit-learngraph-embeddingnetwork-embeddinggnn
Python 794
2 年前
https://static.github-zh.com/github_avatars/benedekrozemberczki?size=40
benedekrozemberczki / datasets

#计算机科学#A repository of pretty cool datasets that I collected for network science and machine learning research.

network-sciencenetwork-analysis数据科学机器学习gcngraph-embeddingnetwork-embeddingcommunity-detectiongraph-convolutionnode-embeddinggraph-neural-networkgnndimensionality-reductiondeepwalknode2vecgraph2vecbenchmarkdataset
634
1 年前
https://static.github-zh.com/github_avatars/hazdzz?size=40
hazdzz / stgcn

The PyTorch implementation of STGCN.

PyTorchgcngnn
Python 577
2 个月前
https://static.github-zh.com/github_avatars/joeat1?size=40
joeat1 / GNN_note

图神经网络整理

gnngraph-neural-networksurvey
575
4 年前
https://static.github-zh.com/github_avatars/chaitjo?size=40
chaitjo / efficient-gnns

Code and resources on scalable and efficient Graph Neural Networks (TNNLS 2023)

graph-neural-networksgraph-representation-learninggraph-convolutional-networksgnnefficient-deep-learningefficient-neural-networksscalable-deep-learningcontrastive-learningknowledge-distillation
Python 532
2 年前
https://static.github-zh.com/github_avatars/alibaba?size=40
alibaba / libgrape-lite

🍇 A C++ library for parallel graph processing (GRAPE) 🍇

graphcxxLibraryparallelmpignngraph-theorygraph-algorithmsheader-onlygrapegpu
C++ 418
21 天前
https://static.github-zh.com/github_avatars/microsoft?size=40
microsoft / ptgnn

#计算机科学#A PyTorch Graph Neural Network Library

graph-neural-networks深度学习PyTorchgeometric-deep-learninggnn
Python 375
3 年前
https://static.github-zh.com/github_avatars/ML4ITS?size=40
ML4ITS / mtad-gat-pytorch

#计算机科学#PyTorch implementation of MTAD-GAT (Multivariate Time-Series Anomaly Detection via Graph Attention Networks) by Zhao et. al (2020, https://arxiv.org/abs/2009.02040).

attentionanomaly-detectiongnn2021graph-neural-networksgraph-attention-networksPyTorch深度学习time-series
Python 359
1 年前
https://static.github-zh.com/github_avatars/huweibo?size=40
huweibo / Awesome-Federated-Learning-on-Graph-and-GNN-papers

Federated learning on graph, especially on graph neural networks (GNNs), knowledge graph, and private GNN.

federated-learninggraph-neural-networkknowledge-graphgnngraphpapers
343
1 年前
https://static.github-zh.com/github_avatars/jw9730?size=40
jw9730 / tokengt

[NeurIPS'22] Tokenized Graph Transformer (TokenGT), in PyTorch

equivariancegnngraphPyTorchself-attentiontransformer
Python 338
2 年前
https://static.github-zh.com/github_avatars/TorchSpatiotemporal?size=40
TorchSpatiotemporal / tsl

#计算机科学#tsl: a PyTorch library for processing spatiotemporal data.

深度学习gnngraph-neural-networksPyTorchspatio-temporal-analysistemporal-datatemporal-graphs
Python 334
3 个月前
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