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DRPreter

[IJMS 2022] DRPreter: Interpretable Anticancer Drug Response Prediction Using Knowledge-Guided Graph Neural Networks and Transformer

Install / Use

/learn @babaling/DRPreter
About this skill

Quality Score

0/100

Supported Platforms

Universal

README

DRPreter (Drug Response PREdictor and interpreTER)

DRPreter: Interpretable Anticancer Drug Response Prediction Using Knowledge-Guided Graph Neural Networks and Transformer

DRPreter

1. Create cell-line data

python3 cellline_graph.py

2. Create drug data

python3 drug_graph.py

3. Train a model

python3 main.py --mode train

4. Interpret model with trained model

python3 main.py --mode test --seed 0
View on GitHub
GitHub Stars13
CategoryDevelopment
Updated2mo ago
Forks14

Languages

Python

Security Score

90/100

Audited on Jan 8, 2026

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