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
0.2.1
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
NMF, magrittr, methods, bigmemory, Biobase
Suggests
cccd, MASS, Matrix, RANN, RSpectra, Rtsne, 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
2018-11-09 11:57:27 UTC; ripley
Author
Guido Kraemer [aut, cre]
Maintainer
Guido Kraemer
Repository
CRAN
Date/Publication
2018-11-09 20:14:35

install.packages('dimRed')

0.2.1

4 days ago

https://github.com/gdkrmr/dimRed

Guido Kraemer

GPL-3 | file LICENSE

Depends on

R (>= 3.0.0), DRR

Imports

NMF, magrittr, methods, bigmemory, Biobase

Suggests

cccd, MASS, Matrix, RANN, RSpectra, Rtsne, 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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