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DESCRIPTION
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DESCRIPTION
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Package: dimRed
Title: A Framework for Dimensionality Reduction
Version: 0.2.6
Authors@R: c(
person("Guido", "Kraemer", email = "[email protected]", role = c("aut","cre"),
comment = c(ORCID = "0000-0003-4865-5041")
)
)
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,
loe,
optimx,
pcaL1,
pcaPP,
reticulate,
rgl,
scales,
scatterplot3d,
stats,
tensorflow,
testthat,
tidyr,
tinytex,
umap,
vegan
VignetteBuilder:
knitr
License: GPL-3 | file LICENSE
BugReports: https://github.com/gdkrmr/dimRed/issues
URL: https://www.guido-kraemer.com/software/dimred/
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: 7.2.1
Config/testthat/edition: 3