Towards Unsupervised Deep Graph Structure Learning

This is the source code of paper Towards Unsupervised Deep Graph Structure Learning (SUBLIME).

REQUIREMENTS

This code requires the following:

• Python==3.7
• PyTorch==1.7.1
• DGL==0.7.1
• Numpy==1.20.2
• Scipy==1.6.3
• Scikit-learn==0.24.2
• Munkres==1.1.4
• ogb==1.3.1

USAGE

All the scripts are included in the "scripts" folder. Please get into this folder first.

cd scripts

Run the setting you want: Node classification @ structure inference:

bash cora_si.sh

[Cora]Node classification @ structure inference:

bash cora_si.sh

Node classification @ structure inference:

bash cora_si.sh

Node classification @ structure inference:

bash cora_si.sh

Node classification @ structure inference:

bash cora_si.sh

Node classification @ structure inference:

bash cora_si.sh

Node classification @ structure inference:

bash cora_si.sh

Node classification @ structure inference:

bash cora_si.sh