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'.
|Author||Stephen Hogg [aut, cre], Eugene Dubossarsky [aut]|
|Maintainer||Stephen Hogg <[email protected]>|
|Package repository||View on CRAN|
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