Interactive multi-hypergraph inferring and channel-enhanced and attribute-enhanced learning for drug-related side effect prediction”).
-data : data set
-main : model training and test| File_name | Data_type | Source |
|---|---|---|
| drug_drug_sim_dis.txt | drug-drug(diease) | Artical |
| similarity_matrix_drugs.csv | drug-drug(chemical) | CTD |
| mat_drug_se.txt | drug-side effect | SIDER |
| se_se_similarity.txt | side effect-side effect | Artical |
packages:
python == 3.9.0
torch == 1.13.0
numpy == 1.23.5
scikit-learn == 1.2.2
scipy == 1.10.1
pandas == 2.0.1
matplotlib == 3.7.1python ./main.py