This package is provides a mixture model based approach for deep learning. It is based on the work done by Viroli and McLachlan (2018).
Can be installed directly from CRAN or from GitHub.
# CRAN
install.packages("deepgmm")
# GitHub
library(devtools)
install_github("suren-rathnayake/deepgmm")