Shypd.aiThe largest open index of AI toolsGraphGym is an open-source platform for designing and evaluating Graph Neural Networks (GNNs). It provides a highly modularized pipeline for GNN development, enabling reproducible experiments and scalable management.
Trending
Also listed in
About
GraphGym is a comprehensive, open-source platform specifically designed for the development and evaluation of Graph Neural Networks (GNNs). It offers a highly modularized pipeline that simplifies GNN implementation, covering aspects from data loading and splitting to model architecture, task definition (node, edge, graph level), and evaluation metrics. A key feature is its reproducible experiment configuration, where each experiment is fully described by a configuration file. GraphGym also facilitates scalable experiment management, allowing users to launch thousands of GNN experiments in parallel and auto-generate analyses and figures. It supports flexible user customization, enabling researchers to easily register their own modules like data loaders, GNN layers, and loss functions, making it ideal for GNN beginners, domain experts, and researchers.
Capabilities
Pricing & Plans
Open Source
Free
FAQs
Trending
