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] (<>), Francisco Charte [aut] (<>), Francisco Herrera [aut]
MaintainerDavid Charte <[email protected]>
LicenseGPL (>= 3) | file LICENSE
Package repositoryView on CRAN
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ruta documentation built on May 8, 2018, 5:04 p.m.