/GCNet

Implementation of GCNet in our manuscript: Graph Convolutional Network with Elastic Topology, submitted to PR

Primary LanguagePython

Graph Convolutional Network with elastic topology (GCNet)

This is the implementation of GCNet in our manuscript:

Graph Convolutional Network with Elastic Topology, submitted to Pattern Recognition.

Requirement

  • Python: 3.9.12
  • PyTorch: 1.11.0
  • Pytorch Geometric: 2.0.4
  • Numpy: 1.21.5
  • Scikit-learn: 1.1.0
  • Scipy: 1.8.0
  • Texttable: 1.6.4
  • Tqdm: 4.64.0

Quick Start

python main.py --dataset Cora --model GCNet

Datasets

  • Cora
  • Citeseer
  • ACM
  • BlogCatalog
  • Flickr
  • UAI

Please unzip ./datasets/datasets.7z first