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yueyu1030 / SumGNN

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

bioinformatics knowledge-graph drug-discovery drugbank subgraph graph-neural-networks drug-drug-interaction gnn biomedical-knowledge-graph biosnap twosides

Updated Jul 25, 2024
Python

ImmanuelSandeep / Drug-Drug-Interaction-Prediction

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This project presents a Graph Neural Network (GNN)-based framework for predicting Drug-Drug Interactions (DDIs) using pretrained SMILES embeddings and Graph Attention Networks (GAT). Given the limitations of clinical studies and traditional computational methods in detecting complex DDIs.

machine-learning deep-learning python3 pytorch embeddings drugbank smiles gnn t5 molecular-representation sbert biosnap simcse deepseek chemberta

Updated Sep 20, 2025
Jupyter Notebook

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