https://github.com/isjakewong/MIRACLE

Multi-view Graph Contrastive Representation Learning for Drug-drug Interaction Prediction
https://github.com/isjakewong/MIRACLE

Last synced: about 2 months ago
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Multi-view Graph Contrastive Representation Learning for Drug-drug Interaction Prediction

• Host: GitHub
• URL: https://github.com/isjakewong/MIRACLE
• Owner: isjakewong
• Created: 2021-04-12T15:40:37.000Z (almost 4 years ago)
• Default Branch: main
• Last Pushed: 2021-12-13T14:20:58.000Z (about 3 years ago)
• Last Synced: 2024-08-09T13:19:40.308Z (5 months ago)
• Language: Python
• Homepage: https://arxiv.org/abs/2010.11711
• Size: 7.63 MB
• Stars: 41
• Watchers: 2
• Forks: 8
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# 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}

}

```