8000 gnn · GitHub Topics · GitHub

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gnn

Here are 881 public repositories matching this topic...

thunlp / GNNPapers

Must-read papers on graph neural networks (GNN)

paper-list gnn

Updated Dec 20, 2023

pytorch_geometric_temporal

benedekrozemberczki / pytorch_geometric_temporal

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

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

Updated Sep 18, 2025
Python

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

Updated Feb 24, 2021
Jupyter Notebook

tensorflow / gnn

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

machine-learning deep-learning tensorflow gnn

Updated Nov 7, 2025
Python

alibaba / graph-learn

An Industrial Graph Neural Network Framework

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

Updated Jul 4, 2025
C++

CapsGNN

benedekrozemberczki / CapsGNN

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

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

Updated Mar 18, 2023
Python

tsinghua-fib-lab / GNN-Recommender-Systems

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

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

Updated Dec 17, 2022

gunrock

gunrock / gunrock

Programmable CUDA/C++ GPU Graph Analytics

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

Updated Jul 30, 2024
C++

shenweichen / GraphNeuralNetwork

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

gcn graphsage gat graph-attention gnn

Updated Jan 11, 2023
Python

SimGNN

benedekrozemberczki / SimGNN

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

Updated Jan 12, 2023
Python

datasets

benedekrozemberczki / datasets

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

Updated Mar 16, 2024

hazdzz / stgcn

The PyTorch implementation of STGCN.

pytorch gcn tcn gnn road-traffic-prediction

Updated Apr 2, 2025
Python

joeat1 / GNN_note

图神经网络整理

survey gnn graph-neural-network

Updated Aug 11, 2021

chaitjo / efficient-gnns

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

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

Updated Feb 4, 2023
Python

CrawlScript / tf_geometric

Efficient and Friendly Graph Neural Network Library for TensorFlow 1.x and 2.x

library tensorflow efficient gnns gnn tensorflow2

Updated Sep 9, 2025
Python

libgrape-lite

alibaba / libgrape-lite

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

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

Updated Jul 22, 2025
C++

city2graph

c2g-dev / city2graph

Transform geospatial relations into graph representations designed for spatial network analysis and Graph Neural Networks (GNNs).

transportation geospatial gis pytorch spatial-analysis geographical-information-system network-analysis mobility geospatial-analysis pyg graph-neural-networks geographic-data-science graph-representation-learning pytorch-geometric gnn geoai urban-morphometrics overturemaps

Updated Nov 24, 2025
Python

ML4ITS / mtad-gat-pytorch

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).

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

Updated Jan 16, 2024
Python

microsoft / ptgnn

A PyTorch Graph Neural Network Library

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

Updated Sep 4, 2025
Python

tsl

TorchSpatiotemporal / tsl

tsl: a PyTorch library for processing spatiotemporal data.

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

Updated Oct 17, 2025
Python

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