2017-07-18
Add two cpp functions (sigmoid.cpp and log1pexp.cpp) for numerical stability.
The R codes were used to predict drug-target interactions (DTI) by the proposed dual-network integrated logistic matrix factorization [1].
How To Run:
(1) Install required packages
(2) setwd("dir including source codes")
(3) source("demo_DNILMF.R") ## GPCR data was used as an example
These codes were tested on Windows 7, but should also work on Linux.
For any problem about these codes, please feel free to contact Dr. Ming Hao at: [email protected].
Reference:
[1] M Hao, et al., Predicting drug-target interactons by dual-network integrated logistic matrix factorization (accepted).