Search Results - RepositoryStats

GNNPapers thunlp

3.0k

16.0k

unknown

600

Must-read papers on graph neural networks (GNN)

gnn paper-list

Created 2018-12-24

191 commits to master branch, last one 2 years ago

pytorch_geometric_temporal benedekrozemberczki

377

2.7k

mit

38

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

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

Created 2020-06-27

1,949 commits to master branch, last one about a month ago

GraphNeuralNetwork FighterLYL

462

1.7k

unknown

27

《深入浅出图神经网络：GNN原理解析》配套代码

gcn gnn graph-neural-network

Created 2019-10-21

36 commits to master branch, last one 3 years ago

gnn tensorflow

180

1.4k

apache-2.0

36

TensorFlow GNN is a library to build Graph Neural Networks on the TensorFlow platform.

gnn tensorflow deep-learning machine-learning

Created 2021-08-10

921 commits to main branch, last one 6 days ago

graph-learn alibaba

269

1.3k

apache-2.0

51

An Industrial Graph Neural Network Framework

gnn graph pytorch aligraph training graphlearn tensorflow dynamic-graph gnn-framework gnn-inference dynamic-graph-service graph-neural-networks

Created 2020-03-26

228 commits to master branch, last one 4 months ago

CapsGNN benedekrozemberczki

198

1.2k

gpl-3.0

29

A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).

gnn capsgnn pytorch sklearn deepwalk node2vec research struc2vec tensorflow convolution deep-learning capsule-network machine-learning graph-convolution graph-classification graph-neural-network graph-attention-model capsule-neural-networks graph-attention-networks

Created 2019-01-29

180 commits to master branch, last one about a year ago

gunrock gunrock

201

985

apache-2.0

76

Programmable CUDA/C++ GPU Graph Analytics

cpp cxx gnn gpu hpc cuda graph gunrock algorithm algorithms essentials graph-engine sparse-matrix graph-analytics graph-algorithms graph-primitives graph-processing parallel-computing graph-neural-networks

Created 2013-11-03

986 commits to main branch, last one 3 months ago

GNN-Recommender-Systems tsinghua-fib-lab

137

981

unknown

18

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

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

Created 2021-09-23

21 commits to main branch, last one about a year ago

GraphNeuralNetwork shenweichen

182

788

mit

12

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

gat gcn gnn graphsage graph-attention

Created 2019-08-17

8 commits to master branch, last one 2 years ago

SimGNN benedekrozemberczki

146

760

gpl-3.0

11

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

Created 2019-01-31

172 commits to master branch, last one about a year ago

datasets benedekrozemberczki

84

611

mit

14

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

Created 2019-04-07

335 commits to master branch, last one 8 months ago

GNN_note joeat1

81

539

unknown

13

图神经网络整理

gnn survey graph-neural-network

Created 2020-06-07

29 commits to master branch, last one 3 years ago

efficient-gnns chaitjo

64

530

unknown

20

Code and resources on scalable and efficient Graph Neural Networks

gnn contrastive-learning graph-neural-networks knowledge-distillation scalable-deep-learning efficient-deep-learning efficient-neural-networks graph-convolutional-networks graph-representation-learning

Created 2021-07-28

28 commits to main branch, last one about a year ago

STGCN hazdzz

109

502

lgpl-2.1

6

The PyTorch implementation of STGCN.

gcn gnn tcn pytorch road-traffic-prediction

Created 2020-11-16

227 commits to main branch, last one 2 months ago

libgrape-lite alibaba

92

395

apache-2.0

24

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

cxx gnn gpu mpi grape graph library parallel header-only graph-theory graph-algorithms

Created 2020-07-16

118 commits to master branch, last one about a month ago

ptgnn microsoft

40

375

mit

12

A PyTorch Graph Neural Network Library

gnn pytorch deep-learning graph-neural-networks geometric-deep-learning

Created 2020-05-12

99 commits to master branch, last one 2 years ago

mtad-gat-pytorch ML4ITS

78

335

mit

8

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).

gnn 2021 pytorch mtad-gat attention time-series deep-learning anomaly-detection graph-neural-networks graph-attention-networks

Created 2021-06-14

483 commits to main branch, last one about a year ago

NLPGNN kyzhouhzau

65

331

mit

10

1. Use BERT, ALBERT and GPT2 as tensorflow2.0's layer. 2. Implement GCN, GAN, GIN and GraphSAGE based on message passing.

Created 2020-02-25

7 commits to master branch, last one 4 years ago

Awesome-Federated-Learning-on-Graph-and-GNN-papers huweibo

48

323

unknown

17

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

gnn graph papers knowledge-graph federated-learning graph-neural-network

Created 2021-01-15

50 commits to main branch, last one 9 months ago

ppnp gasteigerjo

54

320

mit

10

PPNP & APPNP models from "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019)

gcn gnn pytorch pagerank tensorflow deep-learning graph-algorithms machine-learning graph-classification graph-neural-networks

Created 2019-02-20

48 commits to master branch, last one about a year ago

tokengt jw9730

45

318

mit

9

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

gnn graph pytorch hypergraph transformer equivariance self-attention

Created 2022-06-29

32 commits to main branch, last one about a year ago

SPIGA andresprados

32

304

bsd-3-clause

16

SPIGA: Shape Preserving Facial Landmarks with Graph Attention Networks.

cnn gnn 300w cofw wflw merlrav pytorch bmvc2022 face-alignment headpose-estimation head-pose-estimation

Created 2022-10-04

32 commits to main branch, last one 6 months ago

Graph-Matching-Networks Lin-Yijie

55

286

other

3

PyTorch implementation of Graph Matching Networks, e.g., Graph Matching with Bi-level Noisy Correspondence (COMMON, ICCV 2023), Graph Matching Networks for Learning the Similarity of Graph Structured ...

gnn pytorch deep-learning graph-neural-networks

Created 2020-11-24

28 commits to main branch, last one about a month ago

tsl TorchSpatiotemporal

26

273

mit

9

tsl: a PyTorch library for processing spatiotemporal data.

gnn pytorch deep-learning temporal-data spatiotemporal spatio-temporal temporal-graphs spatiotemporal-data spatio-temporal-data graph-neural-networks spatio-temporal-graph spatio-temporal-analysis spatio-temporal-prediction spatiotemporal-forecasting spatiotemporal-data-analysis

Created 2022-03-13

326 commits to main branch, last one 3 months ago

FluxNeuralOperators.jl SciML

41

267

mit

12

DeepONets, (Fourier) Neural Operators, Physics-Informed Neural Operators, and more in Julia

gnn pde julia deeponet operator deep-learning fourier-transform differential-equations fourier-neural-operator automatic-differentiation scientific-machine-learning partial-differential-equations

This repository has been archived (exclude archived)

Created 2021-05-19

440 commits to main branch, last one about a month ago

GNN_for_EHR NYUMedML

59

250

gpl-3.0

15

Code for "Graph Neural Network on Electronic Health Records for Predicting Alzheimer’s Disease"

ehr gnn pytorch deep-learning disease-prediction graph-neural-networks electronic-health-records alzheimer-disease-prediction

Created 2019-12-06

16 commits to master branch, last one 2 months ago

gnn-lspe vijaydwivedi75

35

245

mit

4

Source code for GNN-LSPE (Graph Neural Networks with Learnable Structural and Positional Representations), ICLR 2022

gnn lspe graphs gnn-lspe attention molecules transformers message-passing graph-transformer graph-deep-learning positional-encoding transformer-networks graph-neural-networks geometric-deep-learning representation-learning graph-representation-learning

Created 2021-09-13

6 commits to main branch, last one 2 years ago

VectorNet Liang-ZX

44

243

unknown

3

Pytorch implementation of CVPR2020 paper “VectorNet: Encoding HD Maps and Agent Dynamics from Vectorized Representation”

gnn multimodality trajectory-prediction

Created 2020-06-19

2 commits to master branch, last one 2 years ago

Literatures-on-GNN-Acceleration BUAA-CI-LAB

19

225

mit

13

A reading list for deep graph learning acceleration.

gcn gnn graph literature paper-list accelerator acceleration reading-list deep-learning graph-computing graph-algorithms graph-neural-networks graph-convolutional-networks

Created 2021-08-16

92 commits to main branch, last one 4 months ago

GNNs-in-Network-Neuroscience basiralab

28

215

unknown

4

A review of papers proposing novel GNN methods with application to brain connectivity published in 2017-2020.

gnn gans gnns biomarker brain-gnn graph-fusion brain-disorders graph-synthesis graph-prediction graph-timeseries graph-integration brain-connectivity graph-neural-network network-neuroscience graph-superresolution geometric-deep-learning predictive-intelligence

Created 2021-06-07

9 commits to main branch, last one about a year ago