tfautograph

This package implements autograph for R.

It lets you use tensors in R control flow expressions like if, while and for and automatically translates those expressions into tensorflow graphs.

It is compatible with and tested against Tensorflow versions 2.1, 2.0, and 1.15.

Learn More:

• Getting Started

Demos

• Full MNIST training loop using autograph and Tensorflow 2.1

Additional Articles:

• Control dependencies in Tensorflow version 1
• Giving autograph hints

Installation

You can install tfautograph from CRAN with:

install.packages("tfautograph")

You can install the development version from GitHub with:

# install.packages("devtools")
devtools::install_github("t-kalinowski/tfautograph")