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)
diffusionMap_1.2.0.tgz(r-4.5-any)diffusionMap_1.2.0.tgz(r-4.4-any)diffusionMap_1.2.0.tgz(r-4.3-any)
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-Forge:

4.26 score 5 stars 91 scripts 491 downloads 4 mentions 7 exports 12 dependencies

Last updated 5 years agofrom:5ed21f8c4b. Checks:8 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKFeb 20 2025
R-4.5-winOKFeb 20 2025
R-4.5-macOKFeb 20 2025
R-4.5-linuxOKFeb 20 2025
R-4.4-winOKFeb 20 2025
R-4.4-macOKFeb 20 2025
R-4.3-winOKFeb 20 2025
R-4.3-macOKFeb 20 2025

Exports:adapregadapreg.mdiffusediffusionKmeansdistortionMinepsilonComputenystrom

Dependencies:clicpp11glueigraphlatticelifecyclemagrittrMatrixpkgconfigrlangscatterplot3dvctrs