SAENET: A Stacked Autoencoder Implementation with Interface to 'neuralnet'
Version 1.1

An implementation of a stacked sparse autoencoder for dimension reduction of features and pre-training of feed-forward neural networks with the 'neuralnet' package is contained within this package. The package also includes a predict function for the stacked autoencoder object to generate the compressed representation of new data if required. For the purposes of this package, 'stacked' is defined in line with http://ufldl.stanford.edu/wiki/index.php/Stacked_Autoencoders . The underlying sparse autoencoder is defined in the documentation of 'autoencoder'.

Getting started

Package details

AuthorStephen Hogg [aut, cre], Eugene Dubossarsky [aut]
Date of publication2015-06-04 11:50:48
MaintainerStephen Hogg <saenet.r@gmail.com>
LicenseGPL-3
Version1.1
URL http://ufldl.stanford.edu/wiki/index.php/Stacked_Autoencoders http://cran.r-project.org/package=autoencoder
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("SAENET")

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SAENET documentation built on May 30, 2017, 1:51 a.m.