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

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 . The underlying sparse autoencoder is defined in the documentation of 'autoencoder'.

Getting started

Package details

AuthorStephen Hogg [aut, cre], Eugene Dubossarsky [aut]
MaintainerStephen Hogg <>
Package repositoryView on CRAN
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SAENET documentation built on May 30, 2017, 1:51 a.m.