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diffusionMap: Diffusion Map

Implements diffusion map method of data parametrization, including creation and visualization of diffusion map, clustering with diffusion K-means and regression using adaptive regression model. Richards (2009) <doi:10.1088/0004-637X/691/1/32>.

Version: 1.2.0
Depends: R (≥ 2.10)
Imports: scatterplot3d, graphics, igraph, Matrix, stats
Published: 2019-09-10
DOI: 10.32614/CRAN.package.diffusionMap
Author: Joseph Richards [aut] (joeyrichar), Robrecht Cannoodt ORCID iD [aut, cre] (rcannood)
Maintainer: Robrecht Cannoodt <rcannood at gmail.com>
License: GPL-3
URL: https://github.com/rcannood/diffusionMap
NeedsCompilation: no
CRAN checks: diffusionMap results

Documentation:

Reference manual: diffusionMap.pdf

Downloads:

Package source: diffusionMap_1.2.0.tar.gz
Windows binaries: r-devel: diffusionMap_1.2.0.zip, r-release: diffusionMap_1.2.0.zip, r-oldrel: diffusionMap_1.2.0.zip
macOS binaries: r-release (arm64): diffusionMap_1.2.0.tgz, r-oldrel (arm64): diffusionMap_1.2.0.tgz, r-release (x86_64): diffusionMap_1.2.0.tgz, r-oldrel (x86_64): diffusionMap_1.2.0.tgz
Old sources: diffusionMap archive

Reverse dependencies:

Reverse suggests: dimRed, dyndimred

Linking:

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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.