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集合主题趋势排行榜
#

graph-neural-network

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

#计算机科学#A library for graph deep learning research

深度学习graph-neural-networkgraph-generationexplainable-mlself-supervised-learning3d-graph
Python 1.96 k
1 年前
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/PaddlePaddle?size=40
PaddlePaddle / PGL

Paddle Graph Learning (PGL) is an efficient and flexible graph learning framework based on PaddlePaddle

graph-neural-networkgraphmetapathgraph-learning
Python 1.58 k
2 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/Jhy1993?size=40
Jhy1993 / HAN

Heterogeneous Graph Neural Network

graph-neural-networknetwork-embedding
Python 1.14 k
5 年前
https://static.github-zh.com/github_avatars/IndexFziQ?size=40
IndexFziQ / GNN4NLP-Papers

#自然语言处理#A list of recent papers about Graph Neural Network methods applied in NLP areas.

graph-neural-network自然语言处理graph-convolutional-networksquestion-answeringknowledge-graphknowledge-representationpaper-list
907
2 年前
https://static.github-zh.com/github_avatars/xiangwang1223?size=40
xiangwang1223 / neural_graph_collaborative_filtering

Neural Graph Collaborative Filtering, SIGIR2019

collaborative-filteringgraph-neural-networkrecommender-systemrecommendation
Python 829
5 年前
https://static.github-zh.com/github_avatars/AstraZeneca?size=40
AstraZeneca / chemicalx

#计算机科学#A PyTorch and TorchDrug based deep learning library for drug pair scoring. (KDD 2022)

深度学习PyTorchdeep-chemistrygraph-neural-networkdrugdrug-pairpolypharmacydrug-discoverypharmadrug-interactionChemistrybiology机器学习torchgeometric-deep-learninggeometry
Python 743
2 年前
https://static.github-zh.com/github_avatars/rampasek?size=40
rampasek / GraphGPS

Recipe for a General, Powerful, Scalable Graph Transformer

graph-representation-learninggraph-neural-network
Python 742
1 年前
https://static.github-zh.com/github_avatars/SpaceLearner?size=40
SpaceLearner / Awesome-DynamicGraphLearning

#计算机科学#Awesome papers about machine learning (deep learning) on dynamic (temporal) graphs (networks / knowledge graphs).

深度学习graph-neural-networkgraph-neural-networks
Shell 655
12 天前
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/Shen-Lab?size=40
Shen-Lab / GraphCL

[NeurIPS 2020] "Graph Contrastive Learning with Augmentations" by Yuning You, Tianlong Chen, Yongduo Sui, Ting Chen, Zhangyang Wang, Yang Shen

graph-neural-networkcontrastive-learningself-supervised-learningpre-training
Python 594
1 年前
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/RUCAIBox?size=40
RUCAIBox / CRSLab

#计算机科学#CRSLab is an open-source toolkit for building Conversational Recommender System (CRS).

PyTorchgraph-neural-networkpretrained-models深度学习recommender-systemrecommendationtext-generationknowledge-graph
Python 533
1 年前
https://static.github-zh.com/github_avatars/FanzhenLiu?size=40
FanzhenLiu / Awesome-Deep-Community-Detection

#计算机科学#Deep and conventional community detection related papers, implementations, datasets, and tools.

community-detectiongraph-neural-network深度学习深度神经网络graph-clusteringsurveynetwork-embeddinggraph-embeddingAwesome Listsdata-mininggraph-neural-networks
530
1 年前
https://static.github-zh.com/github_avatars/jwwthu?size=40
jwwthu / GNN-Communication-Networks

This is the repository for the collection of Graph-based Deep Learning for Communication Networks.

graph-neural-networkgraph-convolutional-networksgraph
491
2 个月前
https://static.github-zh.com/github_avatars/lucidrains?size=40
lucidrains / egnn-pytorch

#计算机科学#Implementation of E(n)-Equivariant Graph Neural Networks, in Pytorch

人工智能深度学习equivariancegraph-neural-network
Python 472
6 个月前
https://static.github-zh.com/github_avatars/Jhy1993?size=40
Jhy1993 / Representation-Learning-on-Heterogeneous-Graph

#计算机科学#Representation-Learning-on-Heterogeneous-Graph

network-embeddingrepresentation-learninggraph-neural-network深度学习机器学习graph-embedding
441
5 年前
https://static.github-zh.com/github_avatars/cynricfu?size=40
cynricfu / MAGNN

Metapath Aggregated Graph Neural Network for Heterogeneous Graph Embedding

graph-neural-networknetwork-embedding
Python 421
5 年前
https://static.github-zh.com/github_avatars/benedekrozemberczki?size=40
benedekrozemberczki / APPNP

#计算机科学#A PyTorch implementation of "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019).

gcnPyTorchgraph-neural-networkresearch机器学习深度学习deepwalknode2vecattentiongraph-embeddingnode-embeddingiclr深度神经网络network-embedding
Python 368
3 年前
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