https://github.com/t-kalinowski/tfautograph
Autograph R for TensorFlow
https://github.com/t-kalinowski/tfautograph
autograph r tensorflow
Last synced: over 1 year ago
JSON representation
Autograph R for TensorFlow
- Host: GitHub
- URL: https://github.com/t-kalinowski/tfautograph
- Owner: t-kalinowski
- License: gpl-3.0
- Created: 2019-06-16T00:38:44.000Z (about 7 years ago)
- Default Branch: main
- Last Pushed: 2023-05-16T00:03:42.000Z (about 3 years ago)
- Last Synced: 2025-03-15T04:39:48.631Z (over 1 year ago)
- Topics: autograph, r, tensorflow
- Language: R
- Homepage: https://t-kalinowski.github.io/tfautograph/
- Size: 753 KB
- Stars: 18
- Watchers: 5
- Forks: 2
- Open Issues: 7
-
Metadata Files:
- Readme: README.md
- Changelog: NEWS.md
- License: LICENSE.md
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README
# tfautograph
[](https://CRAN.R-project.org/package=tfautograph)
[](https://github.com/t-kalinowski/tfautograph/actions?workflow=R-CMD-check)
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](https://t-kalinowski.github.io/tfautograph/articles/tfautograph.html)
## Demos
- Full [MNIST training loop](https://t-kalinowski.github.io/tfautograph/articles/demo-mnist.html)
using `autograph` and Tensorflow 2.
## Additional Articles:
- Control dependencies in [Tensorflow version 1](https://t-kalinowski.github.io/tfautograph/articles/tf-v1.html)
- Giving `autograph` [hints](https://t-kalinowski.github.io/tfautograph/articles/hints.html)
## Installation
You can install tfautograph from CRAN with:
``` r
install.packages("tfautograph")
```
You can install the development version from
[GitHub](https://github.com/) with:
``` r
# install.packages("devtools")
devtools::install_github("t-kalinowski/tfautograph")
```