Files in fdavidcl/ruta

Implementation of Unsupervised Neural Architectures

.Rbuildignore

.gitignore

.travis.yml

CONVENTIONS.md

DESCRIPTION

LICENSE

NAMESPACE

R/00classes.R R/autoencoder.R R/autoencoder_contractive.R R/autoencoder_denoising.R R/autoencoder_robust.R R/autoencoder_sparse.R R/autoencoder_variational.R R/autoencoder_weight_decay.R R/derivative.R R/evaluate.R R/filter.R R/generics.R R/layers.R R/loss.R R/network.R R/network_plot.R R/save.R R/util.R README.Rmd README.md

_pkgdown.yaml

cran-comments.md

docs/.nojekyll

docs/404.html

docs/CONVENTIONS.html

docs/LICENSE-text.html

docs/articles/architectures.html

docs/articles/architectures_files/figure-html/custom-1.png

docs/articles/architectures_files/figure-html/structure-1.png

docs/articles/examples/autoencoder_basic.html

docs/articles/examples/autoencoder_basic_files/figure-html/aepl-1.png

docs/articles/examples/autoencoder_basic_files/figure-html/plot-1.png

docs/articles/examples/autoencoder_contractive.html

docs/articles/examples/autoencoder_convolutional.html

docs/articles/examples/autoencoder_denoising.html

docs/articles/examples/autoencoder_robust.html

docs/articles/examples/autoencoder_sparse.html

docs/articles/examples/autoencoder_variational.html

docs/articles/examples/index.html

docs/articles/index.html

docs/articles/troubleshooting.html

docs/authors.html

docs/bootstrap-toc.css

docs/bootstrap-toc.js

docs/docsearch.css

docs/docsearch.js

docs/images/logo/ruta_logo64.png

docs/index.html

docs/link.svg

docs/pkgdown.css

docs/pkgdown.js

docs/pkgdown.yml

docs/reference/Rplot001.png

docs/reference/add_weight_decay.html

docs/reference/apply_filter.html

docs/reference/as_loss.html

docs/reference/as_network.html

docs/reference/autoencode.html

docs/reference/autoencoder.html

docs/reference/autoencoder_contractive.html

docs/reference/autoencoder_denoising.html

docs/reference/autoencoder_robust.html

docs/reference/autoencoder_sparse.html

docs/reference/autoencoder_variational.html

docs/reference/configure.html

docs/reference/contraction.html

docs/reference/conv.html

docs/reference/correntropy.html

docs/reference/decode.html

docs/reference/dense.html

docs/reference/dropout.html

docs/reference/encode.html

docs/reference/encoding_index.html

docs/reference/evaluate.html

docs/reference/evaluation_metric.html

docs/reference/generate.html

docs/reference/index.html

docs/reference/input.html

docs/reference/is_contractive.html

docs/reference/is_denoising.html

docs/reference/is_robust.html

docs/reference/is_sparse.html

docs/reference/is_trained.html

docs/reference/is_variational.html

docs/reference/join-networks.html

docs/reference/layer_keras.html

docs/reference/loss_variational.html

docs/reference/make_contractive.html

docs/reference/make_denoising.html

docs/reference/make_robust.html

docs/reference/make_sparse.html

docs/reference/new_autoencoder.html

docs/reference/new_layer.html

docs/reference/new_network.html

docs/reference/noise.html

docs/reference/noise_cauchy.html

docs/reference/noise_gaussian.html

docs/reference/noise_ones.html

docs/reference/noise_saltpepper.html

docs/reference/noise_zeros.html

docs/reference/output.html

docs/reference/plot.ruta_network-1.png

docs/reference/plot.ruta_network.html

docs/reference/print-methods.html

docs/reference/reconstruct.html

docs/reference/save_as.html

docs/reference/sparsity.html

docs/reference/sub-.ruta_network.html

docs/reference/to_keras.html

docs/reference/to_keras.ruta_autoencoder.html

docs/reference/to_keras.ruta_filter.html

docs/reference/to_keras.ruta_layer_input.html

docs/reference/to_keras.ruta_layer_variational.html

docs/reference/to_keras.ruta_loss_named.html

docs/reference/to_keras.ruta_network.html

docs/reference/to_keras.ruta_sparsity.html

docs/reference/to_keras.ruta_weight_decay.html

docs/reference/train.ruta_autoencoder.html

docs/reference/variational_block.html

docs/reference/weight_decay.html

docs/sitemap.xml

inst/CITATION

man/add_weight_decay.Rd man/apply_filter.Rd man/as_loss.Rd man/as_network.Rd man/autoencode.Rd man/autoencoder.Rd man/autoencoder_contractive.Rd man/autoencoder_denoising.Rd man/autoencoder_robust.Rd man/autoencoder_sparse.Rd man/autoencoder_variational.Rd man/configure.Rd man/contraction.Rd man/conv.Rd man/correntropy.Rd man/decode.Rd man/dense.Rd man/dropout.Rd man/encode.Rd man/encoding_index.Rd man/evaluate.Rd man/evaluation_metric.Rd man/generate.Rd man/input.Rd man/is_contractive.Rd man/is_denoising.Rd man/is_robust.Rd man/is_sparse.Rd man/is_trained.Rd man/is_variational.Rd man/join-networks.Rd man/layer_keras.Rd man/loss_variational.Rd man/make_contractive.Rd man/make_denoising.Rd man/make_robust.Rd man/make_sparse.Rd man/new_autoencoder.Rd man/new_layer.Rd man/new_network.Rd man/noise.Rd man/noise_cauchy.Rd man/noise_gaussian.Rd man/noise_ones.Rd man/noise_saltpepper.Rd man/noise_zeros.Rd man/output.Rd man/plot.ruta_network.Rd man/print-methods.Rd man/reconstruct.Rd man/save_as.Rd man/sparsity.Rd man/sub-.ruta_network.Rd man/to_keras.Rd man/to_keras.ruta_autoencoder.Rd man/to_keras.ruta_filter.Rd man/to_keras.ruta_layer_input.Rd man/to_keras.ruta_layer_variational.Rd man/to_keras.ruta_loss_named.Rd man/to_keras.ruta_network.Rd man/to_keras.ruta_sparsity.Rd man/to_keras.ruta_weight_decay.Rd man/train.ruta_autoencoder.Rd man/variational_block.Rd man/weight_decay.Rd

ruta.Rproj

tests/testthat.R tests/testthat/test-autoencoders.R tests/testthat/test-layers.R

vignettes/.gitignore

vignettes/architectures.Rmd vignettes/examples/autoencoder_basic.Rmd vignettes/examples/autoencoder_contractive.R vignettes/examples/autoencoder_contractive.Rmd vignettes/examples/autoencoder_convolutional.R vignettes/examples/autoencoder_convolutional.Rmd vignettes/examples/autoencoder_denoising.R vignettes/examples/autoencoder_denoising.Rmd vignettes/examples/autoencoder_robust.R vignettes/examples/autoencoder_robust.Rmd vignettes/examples/autoencoder_sparse.R vignettes/examples/autoencoder_sparse.Rmd vignettes/examples/autoencoder_variational.R vignettes/examples/autoencoder_variational.Rmd vignettes/examples/index.Rmd vignettes/troubleshooting.Rmd

fdavidcl/ruta documentation built on July 5, 2023, 6:32 p.m.