SAENET (1.1)

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A Stacked Autoencoder Implementation with Interface to 'neuralnet'.

http://ufldl.stanford.edu/wiki/index.php/Stacked_Autoencoders
http://cran.r-project.org/package=autoencoder
http://cran.r-project.org/web/packages/SAENET

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'.

Maintainer: Stephen Hogg
Author(s): Stephen Hogg [aut, cre], Eugene Dubossarsky [aut]

License: GPL-3

Uses: autoencoder, neuralnet

Released about 4 years ago.


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