R package to fit the Empirical Bayes Poisson Matrix Factorization See model details and derivations in https://github.com/stephenslab/ebpmf/blob/master/derivations/ebpmf.pdf
Install the ebpm package using devtools:
library(devtools)
install_github("stephenslab/ebpmf")