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 all Tensorflow versions >= 1.15 (including versions 2.x).

Learn More:

• Getting Started

Demos

• Full MNIST training loop using autograph and Tensorflow 2.

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")
install.packages("tfautograph", repos = c('https://t-kalinowski.r-universe.dev', 'https://cloud.r-project.org'))