Curvature Graph Network
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numpy
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torch
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torch_geometric
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networkx
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GraphRicciCurvature
python pipelines.pycd syndata
python Ranset_gen.py
cd ..
./pipelines_heat.shPlease cite our paper in following if you use this code in your work:
@inproceedings{ze20curvature,
title="Curvature Graph Network",
author="Ze Ye and Kin Sum Liu and Tengfei Ma and Jie Gao and Chao Chen",
booktitle="Proceedings of the 8th International Conference on Learning Representations (ICLR 2020)",
month="April",
year="2020"
}