Graph matching networks in PyG

This repository reimplements (and reproduces) the popular graph matching network (GMN) [1] in Pytorch Geometric.

[1] Graph Matching Networks for Learning the Similarity of Graph Structured Objects. Yujia Li, Chenjie Gu, Thomas Dullien, Oriol Vinyals, Pushmeet Kohli. In: ICML (2019).

I made use of the following code bases:

Graph similarity learning

Graph embedding network (GEN)

Graph matching network (GMN)

Usage

Notes