Best Open Source graph neural networks Libraries

A curated list of the most popular GitHub repositories tagged with graph neural networks. Select any project to visualize its architecture and dive into the codebase using RepoMind's AI engine.

#1pyg-team/pytorch_geometric

Graph Neural Network Library for PyTorch

23,485Python

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#2dmlc/dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

14,232Python

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#3kmario23/deep-learning-drizzle

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

12,796HTML

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#4yzhao062/anomaly-detection-resources

Anomaly detection related books, papers, videos, and toolboxes. Last update late 2025 for LLM and VLM works!

9,173Python

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