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DESCRIPTION
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DESCRIPTION
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Package: ruta
Title: Implementation of Unsupervised Neural Architectures
Version: 1.2.0
Authors@R: c(person("David", "Charte", email = "fdavidcl@ugr.es", role = c("aut", "cre"),
comment = c(ORCID = "0000-0002-4830-9512")), person("Francisco", "Charte",
email = "francisco@fcharte.com", role = "aut", comment = c(ORCID = "0000-0002-3083-8942")),
person("Francisco", "Herrera", email = "herrera@decsai.ugr.es", role = "aut"))
Description: 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>.
License: GPL (>= 3) | file LICENSE
URL: https://github.com/fdavidcl/ruta
BugReports: https://github.com/fdavidcl/ruta/issues
Depends:
R (>= 4.1)
Imports:
graphics (>= 4.0.0),
keras (>= 2.11.0),
tensorflow (>= 2.11.0),
purrr (>= 1.0.0),
R.utils (>= 2.12.2),
stats (>= 4.0.0),
utils
Suggests:
knitr,
rmarkdown,
testthat (>= 2.0.0)
VignetteBuilder: knitr
Encoding: UTF-8
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.2.3
SystemRequirements: TensorFlow (https://www.tensorflow.org/)