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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")

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t-kalinowski / tfautograph