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 [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 |
Reference manual: | diffusionMap.pdf |
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 suggests: | dimRed, dyndimred |
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