Canopy

This repository contains the official code of Canopy. Please see the insturctions below to run the code.

Datasets

Please download the datasets by running

bash download_data.sh

Run canopy

To run canopy, use the following command

python run_canopy.py

To run canopy on heterophilous datasets with k-hop modification

python Canopy_heterophily.py --dataset_path {dataset_path} --heterophilic_hop_k {k}

To run GNNs

python GNN.py

To train using only raw features with classical methods

python Only_classical.py

Required libraries

numpy
igraph
scipy
torch_geometric
torch
scikit-learn
networkx
pandas
matplotlib
xgboost
ogb
gdown
dgl