What are the best Graph Neural Networks repositories on GitHub?

The top-ranked Graph Neural Networks open source repositories include ruvnet/RuVector, gunrock/gunrock, isLinXu/paper-list, tracked and evaluated by community adoption, stars, and code commits.

How do I find trending Graph Neural Networks open source tools?

Browse this curated Graph Neural Networks directory to monitor real-time GitHub star velocity, latest code releases, and rising developer tools updated daily.

Are Graph Neural Networks GitHub repositories free and open source?

Most Graph Neural Networks projects listed here are distributed under open source licenses (such as MIT, Apache 2.0, or GPL). Always check individual project repositories for exact license terms.

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Graph Neural Networks GitHub Repositories (2026) · Open Source Tools

Discover the best Graph Neural Networks open source repositories on GitHub. Explore trending tools, live star counts, source code, and developer projects updated daily.

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4 matching projects · updated Nov 12, 2026 How we rank ↗

#1 TRENDING ruvnet/RuVector Rust NEW 2025

RuVector provides High Performance, Real-Time decisions and agent memory , Self-Learning Ai, Vector GNN DB built in Rust.

◇ ai ◇ ai-ocr ◇ attention-mechanism ◇ gnn

624 ↑ +23 today

4.7K

#2 TRENDING gunrock/gunrock C++ 2013

Programmable CUDA/C++ GPU Graph Analytics

◇ algorithm ◇ algorithms ◇ cpp ◇ cuda

227 ↑ +1 today

1.1K

#3 TRENDING isLinXu/paper-list Python 2024

autoupdate paper list

◇ action-recognition ◇ anomaly-detection ◇ audio-processing ◇ classification

19 ↑ +1 today

170

#4 TRENDING BoLiu-USTC/HGPTrans Python NEW 2026

Official PyTorch implementation of HGPTrans: hierarchical graph-pooling Transolver for vehicle aerodynamic drag prediction (Cd regression) from STL meshes.

◇ automotive ◇ graph-neural-networks ◇ pytorch ◇ transfer-learning

2 ↑ +1 today

103

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Graph Neural Networks GitHub Repositories (2026) · Open Source Tools

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