Recurrent Neural Network

Implementation of a Recurrent Neural Network in R.


Implementation of a Recurrent Neural Network in R.

The stable version can be installed from CRAN using:

install.packages('rnn')

The development version, to be used at your peril, can be installed from GitHub using the devtools package.

if (!require('devtools')) install.packages('devtools')
devtools::install_github('bquast/rnn')

Following installation, the package can be loaded using:

library(rnn)

For general information on using the package, please refer to the help files.

help('trainr')
help('predictr')
help(package='rnn')

There is also a long form vignette available using:

vignette('rnn')

An overview of the changes is available in the NEWS file.

news(package='rnn')

There is a dedicated website with information hosted on my personal website.

http://qua.st/rnn

Development takes place on the GitHub page.

http://github.com/rnn/

Bugs can be filed on the issues page on GitHub.

https://github.com/bquast/rnn/issues

News

rnn 0.8.0

  • add LSTM

  • add GRU

  • complete code refactoring

rnn 0.7.0

  • implement multilayer option by Dimitri Fichou

rnn 0.5.0

  • rename rnn to trainr

  • trainr outputs model

  • add predictr function to use trainr model

  • defaults to no printing

rnn 0.3.0

  • switch to internal methods for binary representation

  • add choice of print methods

rnn 0.3.0

  • modified print method, highlights the column-by-column input method

rnn 0.2.0

  • generalised to use user training data instead of generated

rnn 0.1.0

  • initial release

Reference manual

It appears you don't have a PDF plugin for this browser. You can click here to download the reference manual.

install.packages("rnn")

0.8.0 by Bastiaan Quast, 5 months ago


http://qua.st/rnn, https://github.com/bquast/rnn


Report a bug at https://github.com/bquast/rnn/issues


Browse source code at https://github.com/cran/rnn


Authors: Bastiaan Quast [aut, cre], Dimitri Fichou [aut]


Documentation:   PDF Manual  


Task views: Machine Learning & Statistical Learning


GPL-3 license


Imports sigmoid, shiny

Suggests testthat, knitr, rmarkdown


See at CRAN