dimRed

A Framework for Dimensionality Reduction

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

Total

225,412

Last month

38,612

Last week

10,521

Average per day

1,287

Daily downloads

Total downloads

Description file content

Package
dimRed
Title
A Framework for Dimensionality Reduction
Version
0.1.0
Description
A collection of dimensionality reduction techniques from R packages and provides a common interface for calling the methods.
Depends
R (>= 3.0.0), methods, DRR
Suggests
MASS, Matrix, RANN, RSpectra, Rtsne, coRanking, diffusionMap, energy, fastICA, ggplot2, graphics, igraph, kernlab, lle, loe, optimx, pcaPP, rgl, scales, scatterplot3d, stats, testthat, tidyr, vegan
License
GPL-3 | file LICENSE
URL
LazyData
true
Collate
'misc.R' 'dimRedData-class.R' 'dataSets.R' 'dimRedMethod-class.R' 'dimRedResult-class.R' 'diffmap.R' 'dimRed.R' 'drr.R' 'embed.R' 'fastica.R' 'get_info.R' 'graph_embed.R' 'hlle.R' 'isomap.R' 'kpca.R' 'leim.R' 'lle.R' 'loe.R' 'mds.R' 'mixColorSpaces.R' 'nmds.R' 'pca.R' 'plot.R' 'quality.R' 'rotate.R' 'soe.R' 'tsne.R'
RoxygenNote
6.0.1
NeedsCompilation
yes
Packaged
2017-05-04 14:56:00 UTC; gkraemer
Author
Guido Kraemer [aut, cre]
Maintainer
Guido Kraemer
Repository
CRAN
Date/Publication
2017-05-04 15:37:41 UTC

install.packages('dimRed')

0.1.0

8 months ago

https://github.com/gdkrmr/dimRed

Guido Kraemer

GPL-3 | file LICENSE

Depends on

R (>= 3.0.0), methods, DRR

Suggests

MASS, Matrix, RANN, RSpectra, Rtsne, coRanking, diffusionMap, energy, fastICA, ggplot2, graphics, igraph, kernlab, lle, loe, optimx, pcaPP, rgl, scales, scatterplot3d, stats, testthat, tidyr, vegan

Discussions