A linear interpretable model for Drug Target Prediction
Abstract
Official implementation of LI-DTI, a Linear Interpretable Drug-Target Interaction prediction model inspired by recommender systems. LI-DTI learns from drug-drug and target-target similarity matrices –-chemical, biological, and pharmacological-– and provides interpretable predictions as a linear combination of these interactions.
Fields of Study & Subjects
Computational Drug Discovery Methods
Recommender Systems and Techniques
Bioinformatics and Genomic Networks
Publication details
- Journal / source
- Zenodo (CERN European Organization for Nuclear Research)
- Publication date
- 15 January 2026
- Document type
- Dataset