CRAN/E | ruta

ruta

Implementation of Unsupervised Neural Architectures

Installation

About

Implementation of several unsupervised neural networks, from building their architecture to their training and evaluation. Available networks are auto-encoders including their main variants: sparse, contractive, denoising, robust and variational, as described in Charte et al. (2018) doi:10.1016/j.inffus.2017.12.007.

Citation ruta citation info
github.com/fdavidcl/ruta
System requirements TensorFlow (https://www.tensorflow.org/)
Bug report File report

Key Metrics

Version 1.2.0
R ≥ 4.1
Published 2023-01-08 643 days ago
Needs compilation? no
License GPL (≥ 3)
License File
CRAN checks ruta results

Downloads

Yesterday 3 0%
Last 7 days 6 -57%
Last 30 days 35 -15%
Last 90 days 107 +18%
Last 365 days 633 -73%

Maintainer

Maintainer

David Charte

Authors

David Charte

aut / cre

Francisco Charte

aut

Francisco Herrera

aut

Material

README
Reference manual
Package source

Vignettes

Building neural architectures
Troubleshooting

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

ruta archive

Depends

R ≥ 4.1

Imports

graphics ≥ 4.0.0
keras ≥ 2.11.0
tensorflow ≥2.11.0
purrr ≥ 1.0.0
R.utils ≥ 2.12.2
stats ≥4.0.0
utils

Suggests

knitr
rmarkdown
testthat ≥ 2.0.0