The previous chapter provided details for the installation of TensorFlow. The code for this section is created on Linux but can be run on any operating system. To start modeling, load the tensorflow package in the environment. R loads the default TensorFlow environment variable and also the NumPy library from Python in the np variable:

library("tensorflow") # Load TensorFlow 
np <- import("numpy") # Load numpy library