- Ego-facebook : http://snap.stanford.edu/data/ego-Facebook.html
- Cora : https://linqs-data.soe.ucsc.edu/public/lbc/cora.tgz
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This project is the final project of DATA130007.01 Social Network Mining.
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In this projectWe carry out community detection, network analysis, link prediction and node classification.
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Environment
!pip install torch-scatter torch-sparse torch-cluster torch-spline-conv torch-geometric -f https://data.pyg.org/whl/torch-1.13.0+cu116.html
- When running the program, the model hyperparameters (learning rate, etc.) and optimizer type (SGD/Adam optimizer, etc.) in the node classification task need to be specified by yourself.