drug-drug-interaction topic
DeepPurpose
A Deep Learning Toolkit for DTI, Drug Property, PPI, DDI, Protein Function Prediction (Bioinformatics)
tigerlily
TigerLily: Finding drug interactions in silico with the Graph.
SumGNN
[Bioinformatics 2021] This is the repo for the paper `SumGNN: Multi-typed Drug Interaction Prediction via Efficient Knowledge Graph Summarization'.
awesome-drug-pair-scoring
Readings for "A Unified View of Relational Deep Learning for Drug Pair Scoring." (IJCAI 2022)
BiLevel-Graph-Neural-Network
Bi-Level Graph Neural Networks for Drug-Drug Interaction Prediction. ICML 2020 Graph Representation Learning and Beyond (GRL+) Workshop
mvGAE
Drug Similarity Integration Through Attentive Multi-view Graph Auto-Encoders (IJCAI 2018)
NDD
Drug-Drug Interaction Predicting by Neural Network Using Integrated Similarity
EmerGNN
Emerging Drug Interaction Prediction Enabled by Flow-based Graph Neural Network with Biomedical Network. Nature Computational Science. 2023.