Mew233 / HyADR_pytorch

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HyADR

Drug adverse effect prediction using a novel heterogenous hypergraph embedding

Usuage

python main.py

Input

Node features for each type, known edges, randomly generated unknown hyperedges, sparse normalized adjacency matrix.

Output

Entities embedding

Reference

Kontsioti, E., Maskell, S., Dutta, B. et al. A reference set of clinically relevant adverse drug-drug interactions. Sci Data 9, 72 (2022).\

Inci M. Baytas, Cao Xiao, Fei Wang, Anil K. Jain, Jiayu Zhou, "Heterogeneous Hyper-Network Embedding", ICDM 2018 (accepted).

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