ruta: Implementation of Unsupervised Neural Architectures

Implementation of several unsupervised neural networks, from building their architecture to their training and evaluation. Available networks are auto-encoders including their main variants: sparse, contractive, denoising, robust and variational, as described in Charte et al. (2018) <doi:10.1016/j.inffus.2017.12.007>.

Package details

AuthorDavid Charte [aut, cre] (<https://orcid.org/0000-0002-4830-9512>), Francisco Charte [aut] (<https://orcid.org/0000-0002-3083-8942>), Francisco Herrera [aut]
MaintainerDavid Charte <[email protected]>
LicenseGPL (>= 3) | file LICENSE
Version1.0.2
URL https://github.com/fdavidcl/ruta
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("ruta")

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ruta documentation built on May 8, 2018, 5:04 p.m.