/tools/SumGNN

SumGNN

yueyu1030/SumGNN

88 stars23 forksPythonWebsiteAdded February 4, 2026
summary

SumGNN is a tool designed for predicting multi-typed drug interactions by utilizing knowledge graph summarization techniques. It provides datasets and models for drug-drug interaction prediction, making it a valuable resource in the field of bioinformatics and drug discovery.

description

[Bioinformatics 2021] This is the repo for the paper `SumGNN: Multi-typed Drug Interaction Prediction via Efficient Knowledge Graph Summarization'.

topics

drug-drug-interactiongnngraph-neural-networksdrug-discoverysubgraphknowledge-graphbiomedical-knowledge-graphbioinformaticsdrugbankbiosnaptwosides

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