This repository contains R implementations of the algorithms proposed in "MOKPE: Drug–target interaction prediction via manifold optimization based kernel preserving embedding".
- demo_mokpe_projection_train.R => how to use the training procedure of the algorithm for drug-target interaction prediction of unseen drugs.
- mokpe_projection_train.R => training procedure for projection
- demo_mokpe_projection_test.R => how to use the test procedure of the algorithm for drug-target interaction prediction of unseen drugs.
- mokpe_projection_test.R => test procedure for projection
- demo_mokpe_embedding.R => how to use the embedding algorithm
- mokpe_embedding_train.R => training procedure for embedding
contact: ocbinatli AT gmail DOT com