isjakewong / MIRACLE

Multi-view Graph Contrastive Representation Learning for Drug-drug Interaction Prediction

MIRACLE

Sample Codes for "Multi-view Graph Contrastive Representation Learning for Drug-drug Interaction Prediction"

Requirements:

torch_geometric==1.4.2
scipy==1.4.1
networkx==2.4
torch==1.4.0
chemprop==1.1.0
rdkit==2009.Q1-1
scikit_learn==0.23.2

Cite:

@inproceedings{wang2021multi,
  title={Multi-view Graph Contrastive Representation Learning for Drug-Drug Interaction Prediction},
  author={Wang, Yingheng and Min, Yaosen and Chen, Xin and Wu, Ji},
  booktitle={Proceedings of the Web Conference 2021},
  pages={2921--2933},
  year={2021}
}