graph-neural-network
There are 316 repositories under graph-neural-network topic.
divelab/DIG
A library for graph deep learning research
FighterLYL/GraphNeuralNetwork
《深入浅出图神经网络：GNN原理解析》配套代码
PaddlePaddle/PGL
Paddle Graph Learning (PGL) is an efficient and flexible graph learning framework based on PaddlePaddle
benedekrozemberczki/CapsGNN
A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).
Jhy1993/HAN
Heterogeneous Graph Neural Network
IndexFziQ/GNN4NLP-Papers
A list of recent papers about Graph Neural Network methods applied in NLP areas.
xiangwang1223/neural_graph_collaborative_filtering
Neural Graph Collaborative Filtering, SIGIR2019
rampasek/GraphGPS
Recipe for a General, Powerful, Scalable Graph Transformer
AstraZeneca/chemicalx
A PyTorch and TorchDrug based deep learning library for drug pair scoring. (KDD 2022)
SpaceLearner/Awesome-DynamicGraphLearning
Awesome papers about machine learning (deep learning) on dynamic (temporal) graphs (networks / knowledge graphs).
benedekrozemberczki/datasets
A repository of pretty cool datasets that I collected for network science and machine learning research.
Shen-Lab/GraphCL
[NeurIPS 2020] "Graph Contrastive Learning with Augmentations" by Yuning You, Tianlong Chen, Yongduo Sui, Ting Chen, Zhangyang Wang, Yang Shen
joeat1/GNN_note
图神经网络整理
RUCAIBox/CRSLab
CRSLab is an open-source toolkit for building Conversational Recommender System (CRS).
FanzhenLiu/Awesome-Deep-Community-Detection
Deep and conventional community detection related papers, implementations, datasets, and tools.
jwwthu/GNN-Communication-Networks
This is the repository for the collection of Graph-based Deep Learning for Communication Networks.
lucidrains/egnn-pytorch
Implementation of E(n)-Equivariant Graph Neural Networks, in Pytorch
Jhy1993/Representation-Learning-on-Heterogeneous-Graph
Representation-Learning-on-Heterogeneous-Graph
cynricfu/MAGNN
Metapath Aggregated Graph Neural Network for Heterogeneous Graph Embedding
benedekrozemberczki/APPNP
A PyTorch implementation of "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019).
huweibo/Awesome-Federated-Learning-on-Graph-and-GNN-papers
Federated learning on graph, especially on graph neural networks (GNNs), knowledge graph, and private GNN.
aravindsankar28/DySAT
Representation learning on dynamic graphs using self-attention networks
gzcsudo/Awesome-Hypergraph-Network
A curated list of Hypergraph Learning, Hypergraph Theory, Hypergraph Dataset and Hypergraph Tool.
recursionpharma/gflownet
GFlowNet library specialized for graph & molecular data
zjhthu/OANet
Implementation of ICCV19 Paper "Learning Two-View Correspondences and Geometry Using Order-Aware Network"
haofanwang/Awesome-Computer-Vision
Awesome Resources for Advanced Computer Vision Topics
basiralab/GNNs-in-Network-Neuroscience
A review of papers proposing novel GNN methods with application to brain connectivity published in 2017-2020.
huangtinglin/Knowledge_Graph_based_Intent_Network
Learning Intents behind Interactions with Knowledge Graph for Recommendation, WWW2021
azminewasi/Awesome-Graph-Research-ICML2024
All graph/GNN papers accepted at the International Conference on Machine Learning (ICML) 2024.
lsj2408/Transformer-M
[ICLR 2023] One Transformer Can Understand Both 2D & 3D Molecular Data (official implementation)
benedekrozemberczki/SEAL-CI
A PyTorch implementation of "Semi-Supervised Graph Classification: A Hierarchical Graph Perspective" (WWW 2019)
benedekrozemberczki/Splitter
A Pytorch implementation of "Splitter: Learning Node Representations that Capture Multiple Social Contexts" (WWW 2019).
carrierlxk/AGNN
Zero-shot Video Object Segmentation via Attentive Graph Neural Networks (ICCV2019 Oral)
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 🌸
CVI-SZU/ME-GraphAU
[IJCAI 2022] Learning Multi-dimensional Edge Feature-based AU Relation Graph for Facial Action Unit Recognition, Pytorch code
PeiJieSun/diffnet
Graph Neural Network based Social Recommendation Model. SIGIR2019.