graph-neural-network

There are 21 repositories under graph-neural-network topic.

divelab / DIG
A library for graph deep learning research
3d-graph deep-learning explainable-ml graph-generation graph-neural-network self-supervised-learning
Language:Python 1784
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
Language:Jupyter Notebook 1660
PaddlePaddle / PGL
Paddle Graph Learning (PGL) is an efficient and flexible graph learning framework based on PaddlePaddle
heterogeneous-graph-learning graph-neural-network graph metapath graph-learning
Language:Python 1559
CapsGNN
benedekrozemberczki / CapsGNN
A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).
capsgnn capsule-network capsule-neural-networks convolution deep-learning deepwalk gnn graph-attention-model graph-attention-networks graph-classification graph-convolution graph-neural-network machine-learning node2vec pytorch research sklearn struc2vec tensorflow
Language:Python 1232
Jhy1993 / HAN
Heterogeneous Graph Neural Network
graph-neural-network network-embedding graph-attention-network heterogeneous-network heterogeneous-graph heterogeneous-graph-neural-network
Language:Python 1026
IndexFziQ / GNN4NLP-Papers
A list of recent papers about Graph Neural Network methods applied in NLP areas.
graph-attention-network graph-convolutional-networks graph-neural-network heterogeneous-graphs knowledge-based-systems knowledge-graph knowledge-representation natural-language-processing paper-list paperlist question-answering
886
xiangwang1223 / neural_graph_collaborative_filtering
Neural Graph Collaborative Filtering, SIGIR2019
collaborative-filtering graph-neural-network sigir2019 recommender-system high-order-connectivity neural-collaborative-filtering personalized-recommendation recommendation
Language:Python 778
chemicalx
AstraZeneca / chemicalx
A PyTorch and TorchDrug based deep learning library for drug pair scoring. (KDD 2022)
deep-learning pytorch deep-chemistry graph-neural-network drug drug-pair polypharmacy drug-discovery pharma drug-interaction chemistry biology machine-learning torch geometric-deep-learning geometry smiles smiles-strings torchdrug
Language:Python 699
rampasek / GraphGPS
Recipe for a General, Powerful, Scalable Graph Transformer
graph-neural-network graph-representation-learning graph-transformer long-range-dependence
Language:Python 596
datasets
benedekrozemberczki / datasets
A repository of pretty cool datasets that I collected for network science and machine learning research.
benchmark community-detection data-science dataset deepwalk dimensionality-reduction gcn gnn graph-convolution graph-embedding graph-neural-network graph2vec link-prediction machine-learning network-analysis network-embedding network-science node-classification node-embedding node2vec
588
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-network contrastive-learning self-supervised-learning pre-training
Language:Python 528
joeat1 / GNN_note
图神经网络整理
gnn graph-neural-network survey
505
RUCAIBox / CRSLab
CRSLab is an open-source toolkit for building Conversational Recommender System (CRS).
conversational-recommendation pytorch graph-neural-network pretrained-models human-machine-interaction deep-learning dialog-system recommender-system conversation-system recommendation text-generation knowledge-graph
Language:Python 474
SpaceLearner / Awesome-DynamicGraphLearning
Awesome papers about machine learning (deep learning) on dynamic (temporal) graphs (networks / knowledge graphs).
deep-learning graph-neural-network graph-neural-networks dynamic-network-embedding dynamic-graph-embedding temporal-network temporal-graph
Language:Shell 437
FanzhenLiu / Awesome-Deep-Community-Detection
Deep and conventional community detection related papers, implementations, datasets, and tools.
community-detection graph-neural-network deep-learning deep-neural-network network-representation-learning graph-clustering survey network-embedding graph-embedding awesome data-mining graph-neural-networks
436
Jhy1993 / Representation-Learning-on-Heterogeneous-Graph
Representation-Learning-on-Heterogeneous-Graph
network-embedding heterogeneous-graph representation-learning graph-neural-network network-representation-learning heterogeneous-information-networks deep-learning machine-learning graph-embedding
427
lucidrains / egnn-pytorch
Implementation of E(n)-Equivariant Graph Neural Networks, in Pytorch
artificial-intelligence deep-learning equivariance graph-neural-network
Language:Python 383
cynricfu / MAGNN
Metapath Aggregated Graph Neural Network for Heterogeneous Graph Embedding
graph-neural-network network-embedding heterogeneous-network heterogeneous-graph heterogeneous-graph-neural-network
Language:Python 364
APPNP
benedekrozemberczki / APPNP
A PyTorch implementation of "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019).
gcn pytorch graph-convolutional-neural-networks graph-neural-network research machine-learning deep-learning deepwalk node2vec graph-attention attention pagerank graph-classification graph-embedding node-embedding iclr deep-neural-networks ppnp network-embedding appnp
Language:Python 357
jwwthu / GNN-Communication-Networks
This is the repository for the collection of Graph-based Deep Learning for Communication Networks.
graph-neural-network graph-convolutional-networks graph commmunication-networks
345
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-learning gnn graph graph-neural-network knowledge-graph papers
300
aravindsankar28 / DySAT
Representation learning on dynamic graphs using self-attention networks
dynamic-graphs graph-embedding graph-neural-network self-attention
Language:Python 272
zjhthu / OANet
Implementation of ICCV19 Paper "Learning Two-View Correspondences and Geometry Using Order-Aware Network"
image-matching outlier-rejection iccv2019 graph-neural-network 3d-reconstruction
Language:Python 248
haofanwang / Awesome-Computer-Vision
Awesome Resources for Advanced Computer Vision Topics
3d-vision adversarial-attacks automl awesome-list computer-vision deep-learning denoising gan graph-neural-network interpretability object-detection paper pose-estimation super-resolution trajectory-prediction transfer-learning video-analysis vision-and-language vision-project
210
Splitter
benedekrozemberczki / Splitter
A Pytorch implementation of "Splitter: Learning Node Representations that Capture Multiple Social Contexts" (WWW 2019).
deepwalk pytorch node2vec gensim ego-splitting machine-learning word2vec factorization implicit-factorization deep-learning deep-neural-network graph-neural-network node-embedding community-detection overlapping-community-detection clustering network-embedding graph-embedding word-vector graph-representation-learning
Language:Python 207
carrierlxk / AGNN
Zero-shot Video Object Segmentation via Attentive Graph Neural Networks (ICCV2019 Oral)
zero-shot-video-segmentation graph-neural-network video-object-segmentation object-segmentation unsupervised-video-segmentation iccv2019
Language:Python 207
SEAL-CI
benedekrozemberczki / SEAL-CI
A PyTorch implementation of "Semi-Supervised Graph Classification: A Hierarchical Graph Perspective" (WWW 2019)
gcn graph-convolutional-networks active-learning active-learning-module deep-learning pytorch tensorflow graph-classification node-classification deep-learning-algorithms deepwalk node2vec graph-neural-network graph-representation-learning network-embedding graph-embedding graph-convolution machine-learning-algorithms gnn graph-neural-networks
Language:Python 206
huangtinglin / Knowledge_Graph_based_Intent_Network
Learning Intents behind Interactions with Knowledge Graph for Recommendation, WWW2021
www2021 recommendation-system knowledge-graph graph-neural-network knowledge-graph-for-recommendation information-retrieval pytorch explainable-recommendation
Language:Python 203
basiralab / GNNs-in-Network-Neuroscience
A review of papers proposing novel GNN methods with application to brain connectivity published in 2017-2020.
biomarker brain-connectivity brain-disorders brain-gnn gans geometric-deep-learning gnn gnns graph-fusion graph-integration graph-neural-network graph-prediction graph-superresolution graph-synthesis graph-timeseries network-neuroscience predictive-intelligence
196
Transformer-M
lsj2408 / Transformer-M
[ICLR 2023] One Transformer Can Understand Both 2D & 3D Molecular Data (official implementation)
transformer general-purpose-molecular-model graph-neural-network graph-transformer molecular-modeling molecule
Language:Python 191
PeiJieSun / diffnet
Graph Neural Network based Social Recommendation Model. SIGIR2019.
gcn gnn graph-neural-network graph-convolutional-network neural-graph recommendation social-recommendation sigir2019 neural-network neural-network-graph neural-graph-recommendation
Language:Python 169
role2vec
benedekrozemberczki / role2vec
A scalable Gensim implementation of "Learning Role-based Graph Embeddings" (IJCAI 2018).
gensim struc2vec deepwalk node2vec network-embedding graph-embedding node-embedding pytorch tensorflow machine-learning research sklearn weisfeiler-lehman graph-neural-network deep-learning graph-wavelet network-science representation-learning word2vec implicit-factorization
Language:Python 163
gzcsudo / Awesome-Hypergraph-Network
A curated list of Hypergraph Learning, Hypergraph Theory, Hypergraph Dataset and Hypergraph Tool.
awesome-list graph graph-neural-network higher-order-graph hypergraph hypergraph-neural-network hypergraph-theory
155
recursionpharma / gflownet
GFlowNet library specialized for graph & molecular data
deep-learning gflownet graph-neural-network pytorch
Language:Python 155
MUSAE
benedekrozemberczki / MUSAE
The reference implementation of "Multi-scale Attributed Node Embedding". (Journal of Complex Networks 2021)
musae attributed-embedding node-embedding graph-embedding network-embedding gensim deepwalk node2vec tadw asne aane word2vec asonam walklets gemsec embedding network-analysis deep-learning implicit-factorization graph-neural-network
Language:Python 147
florencejt / fusilli
A Python package housing a collection of deep-learning multi-modal data fusion method pipelines! From data loading, to training, to evaluation - fusilli's got you covered 🌸
attention-mechanism cnn data-fusion graph-neural-network imaging machine-learning multi-view multi-view-learning multimodal multimodal-deep-learning multimodality multivariate-analysis pytorch pytorch-lightning variational-autoencoder
Language:Python 146

graph-neural-network

divelab / DIG

FighterLYL / GraphNeuralNetwork

PaddlePaddle / PGL

benedekrozemberczki / CapsGNN

Jhy1993 / HAN

IndexFziQ / GNN4NLP-Papers

xiangwang1223 / neural_graph_collaborative_filtering

AstraZeneca / chemicalx

rampasek / GraphGPS

benedekrozemberczki / datasets

Shen-Lab / GraphCL

joeat1 / GNN_note

RUCAIBox / CRSLab

SpaceLearner / Awesome-DynamicGraphLearning

FanzhenLiu / Awesome-Deep-Community-Detection

Jhy1993 / Representation-Learning-on-Heterogeneous-Graph

lucidrains / egnn-pytorch

cynricfu / MAGNN

benedekrozemberczki / APPNP

jwwthu / GNN-Communication-Networks

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

aravindsankar28 / DySAT

zjhthu / OANet

haofanwang / Awesome-Computer-Vision

benedekrozemberczki / Splitter

carrierlxk / AGNN

benedekrozemberczki / SEAL-CI

huangtinglin / Knowledge_Graph_based_Intent_Network

basiralab / GNNs-in-Network-Neuroscience

lsj2408 / Transformer-M

PeiJieSun / diffnet

benedekrozemberczki / role2vec

gzcsudo / Awesome-Hypergraph-Network

recursionpharma / gflownet

benedekrozemberczki / MUSAE

florencejt / fusilli