Graphorge: An open-source forge of graph neural networks
Abstract
Graphorge is an open-source Python package built on PyTorch that streamlines the development and evaluation of graph neural networks.It provides a complete workflow encompassing data pre-processing, dataset management, model training, prediction, and result post-processing.Graphorge includes a fully implemented, highly customizable example architecture to demonstrate practical use, and its code is thoroughly documented and commented, making it especially accessible to researchers new to implementing graph neural networks.Although originally developed for computational mechanics, Graphorge's core functionality is built around graph neural networks, which have been successfully applied across a wide range of scientific and engineering domains.
Fields of Study & Subjects
Advanced Graph Neural Networks
Model Reduction and Neural Networks
Graph Theory and Algorithms
Publication details
- Journal / source
- The Journal of Open Source Software
- Volume
- 11
- Issue
- 118
- Pages
- 9453–9453
- Publication date
- 24 February 2026
- Language
- EN