Package: diffusionMap 1.2.0

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>.

Authors:Joseph Richards [aut], Robrecht Cannoodt [aut, cre]

diffusionMap_1.2.0.tar.gz
diffusionMap_1.2.0.zip(r-4.5)diffusionMap_1.2.0.zip(r-4.4)diffusionMap_1.2.0.zip(r-4.3)
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diffusionMap_1.2.0.tar.gz(r-4.5-noble)diffusionMap_1.2.0.tar.gz(r-4.4-noble)
diffusionMap_1.2.0.tgz(r-4.4-emscripten)diffusionMap_1.2.0.tgz(r-4.3-emscripten)
diffusionMap.pdf |diffusionMap.html✨
diffusionMap/json (API)

# Install 'diffusionMap' in R:
install.packages('diffusionMap', repos = c('https://rcannood.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/rcannood/diffusionmap/issues

Datasets:

On CRAN:

Conda:

4.26 score 5 stars 91 scripts 424 downloads 4 mentions 7 exports 12 dependencies

Last updated 6 years agofrom:5ed21f8c4b. Checks:9 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 22 2025
R-4.5-winOKMar 22 2025
R-4.5-macOKMar 22 2025
R-4.5-linuxOKMar 22 2025
R-4.4-winOKMar 22 2025
R-4.4-macOKMar 22 2025
R-4.4-linuxOKMar 22 2025
R-4.3-winOKMar 22 2025
R-4.3-macOKMar 22 2025

Exports:adapregadapreg.mdiffusediffusionKmeansdistortionMinepsilonComputenystrom

Dependencies:clicpp11glueigraphlatticelifecyclemagrittrMatrixpkgconfigrlangscatterplot3dvctrs