dimRed

A Framework for Dimensionality Reduction

A collection of dimensionality reduction techniques from R packages and a common interface for calling the methods.

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Description file content

Package
dimRed
Title
A Framework for Dimensionality Reduction
Version
0.2.2
Description
A collection of dimensionality reduction techniques from R packages and a common interface for calling the methods.
Depends
R (>= 3.0.0), DRR
Imports
magrittr, methods
Suggests
NMF, MASS, Matrix, RANN, RSpectra, Rtsne, cccd, coRanking, diffusionMap, energy, fastICA, ggplot2, graphics, igraph, keras, kernlab, knitr, lle, loe, optimx, pcaL1, pcaPP, reticulate, rgl, scales, scatterplot3d, stats, tensorflow, testthat, tidyr, tinytex, umap, vegan
VignetteBuilder
knitr
License
GPL-3 | file LICENSE
URL
LazyData
true
Encoding
UTF-8
Collate
'dimRedMethod-class.R' 'misc.R' 'dimRedData-class.R' 'dimRedResult-class.R' 'autoencoder.R' 'dataSets.R' 'diffmap.R' 'dimRed.R' 'drr.R' 'embed.R' 'fastica.R' 'get_info.R' 'graph_embed.R' 'hlle.R' 'isomap.R' 'kpca.R' 'l1pca.R' 'leim.R' 'lle.R' 'loe.R' 'mds.R' 'mixColorSpaces.R' 'nmds.R' 'nnmf.R' 'pca.R' 'plot.R' 'quality.R' 'rotate.R' 'soe.R' 'tsne.R' 'umap.R'
RoxygenNote
6.1.0
NeedsCompilation
yes
Packaged
2018-11-13 16:03:29 UTC; gkraemer
Author
Guido Kraemer [aut, cre]
Maintainer
Guido Kraemer
Repository
CRAN
Date/Publication
2018-11-13 17:50:03 UTC

install.packages('dimRed')

0.2.2

5 months ago

https://github.com/gdkrmr/dimRed

Guido Kraemer

GPL-3 | file LICENSE

Depends on

R (>= 3.0.0), DRR

Imports

magrittr, methods

Suggests

NMF, MASS, Matrix, RANN, RSpectra, Rtsne, cccd, coRanking, diffusionMap, energy, fastICA, ggplot2, graphics, igraph, keras, kernlab, knitr, lle, loe, optimx, pcaL1, pcaPP, reticulate, rgl, scales, scatterplot3d, stats, tensorflow, testthat, tidyr, tinytex, umap, vegan

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