Please install anaconda & cuda 11.3 (if you want to use gpu) first.
conda create --name hw4 -y
conda activate hw4
conda install scipy numpy -y
conda install pytorch torchvision torchaudio cudatoolkit=11.3 -c pytorch -y
conda install pytorch torchvision torchaudio cpuonly -c pytorch -y
numba 0.53.1
numpy 1.20.1
torch 1.11.0
scipy 1.6.2
- You can pass arguments like this.
python3 main.py --input_file target_nodes_list.txt --data_path ./data/data.pkl --model_path saved-models/gcn.pt
- Cora citation network
- Select the largest connected components of the graph and use 10%/10% nodes for training/validation.
- Stats:
| #nodes |
#edges |
#features |
#classes |
| 2485 |
10138 |
1433 |
7 |
- attacker.py
- implement your own attacker
- main.py
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