https://github.com/anon767/cayleynet

CayleyNet Torch Geometric Module
https://github.com/anon767/cayleynet

Last synced: 22 days ago
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CayleyNet Torch Geometric Module

• Host: GitHub
• URL: https://github.com/anon767/cayleynet
• Owner: anon767
• Created: 2020-12-22T22:01:32.000Z (over 4 years ago)
• Default Branch: main
• Last Pushed: 2020-12-22T23:24:10.000Z (over 4 years ago)
• Last Synced: 2025-03-30T11:33:27.032Z (about 2 months ago)
• Language: Python
• Size: 7.81 KB
• Stars: 8
• Watchers: 1
• Forks: 2
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Torch Geometric CayleyNet

CayleyNet is a Graph Convolutional Layer with complex rational spectral filters.

https://arxiv.org/pdf/1705.07664.pdf

The convolutional layer is integrated as a Pytorch Geometric Module. It is based on following implementations:

-  https://github.com/amoliu/CayleyNet/blob/master/CayleyNet.ipynb

-  https://github.com/WhiteNoyse/SiGCN/blob/master/models/spectral_nn.py

It uses the Jacobi method for an approximate eigen decomposition

## Requirements

- Pytorch Geometric