A Framework for Dimensionality Reduction
person("Guido", "Kraemer",
email = "gkraemer@bgc-jena.mpg.de",
role = c("aut", "cre"))
A collection of dimensionality reduction
techniques from R packages and provides a common
interface for calling the methods.
MASS, Matrix, RANN, RSpectra, Rtsne, coRanking, diffusionMap,
energy, fastICA, ggplot2, graphics, igraph, kernlab, lle, loe,
optimx, pcaPP, scales, scatterplot3d, stats, testthat, tidyr,
vegan
'misc.R' 'dimRedData-class.R' 'dataSets.R'
'dimRedMethod-class.R' 'dimRedResult-class.R' 'diffmap.R'
'dimRed.R' 'drr.R' 'embed.R' 'fastica.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'

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

c(
person("Guido", "Kraemer",
email = "gkraemer@bgc-jena.mpg.de",
role = c("aut", "cre"))
)
A collection of dimensionality reduction
techniques from R packages and a common
interface for calling the methods.
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
'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'