This R package implements multivariate prediction using kernel-machine regression.

This package can be directly installed from GitHub using the devtools package:

library(devtools)
devtools::install_github('turgeonmaxime/multiKernel')

However, you should be aware that, even though the fitting functions are most probably correct, my implementation of cross-validation is most probably wrong.