docker/keras.R

In kstawiski/miRNAselector: miRNAselector - a package for biomarker selection based on high-throughput experiments.

#!/usr/bin/env Rscript
r = getOption("repos")
r["CRAN"] = "https://cran.r-project.org"
options(repos = r)

install.packages('devtools')
devtools::install_github('rstudio/keras')
install.packages('reticulate')
reticulate::use_python('/opt/conda/bin/python')

require(tensorflow)
require(reticulate)
require(keras)

is_keras_available()
system('which python')
Sys.setenv(TENSORFLOW_PYTHON='/opt/conda/bin/python')
use_python('/opt/conda/bin/python')

py_discover_config('tensorflow')
py_discover_config('keras')
is_keras_available()

packages = c("kerasformula",
             "kerasR",
             "ggplot2", 
             "dplyr",
             "magrittr",
             "zeallot",
             "tfruns")

for (package in packages) {
    install.packages(package)
}