Package: kkmeans 0.1.3

kkmeans: Fast Implementations of Kernel K-Means

Implementations several algorithms for kernel k-means. The default 'OTQT' algorithm is a fast alternative to standard implementations of kernel k-means, particularly in cases with many clusters. For a small number of clusters, the implemented 'MacQueen' method typically performs the fastest. For more details and performance evaluations, see Berlinski and Maitra (2025) <doi:10.1002/sam.70032>.

Authors:Josh Berlinski [aut, cre]

kkmeans_0.1.3.tar.gz
kkmeans_0.1.3.zip(r-4.7-x86_64)kkmeans_0.1.3.zip(r-4.7-arm64)kkmeans_0.1.3.zip(r-4.6-x86_64)kkmeans_0.1.3.zip(r-4.6-arm64)kkmeans_0.1.3.zip(r-4.5-x86_64)
kkmeans_0.1.3.tgz(r-4.6-x86_64)kkmeans_0.1.3.tgz(r-4.6-arm64)kkmeans_0.1.3.tgz(r-4.5-x86_64)kkmeans_0.1.3.tgz(r-4.5-arm64)
kkmeans_0.1.3.tar.gz(r-4.7-arm64)kkmeans_0.1.3.tar.gz(r-4.7-x86_64)kkmeans_0.1.3.tar.gz(r-4.6-arm64)kkmeans_0.1.3.tar.gz(r-4.6-x86_64)
kkmeans_0.1.3.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
kkmeans/json (API)

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

Bug tracker:https://github.com/jdberlinski/kkmeans/issues

On CRAN:

Conda:

3.18 score 219 downloads 6 exports 1 dependencies

Last updated from:81d7508d3b. Checks:15 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-arm64OK70
linux-devel-x86_64OK100
source / vignettesOK204
linux-release-arm64OK71
linux-release-x86_64OK99
macos-release-arm64OK92
macos-release-x86_64OK187
macos-oldrel-arm64OK88
macos-oldrel-x86_64OK269
windows-devel-arm64OK365
windows-devel-x86_64OK100
windows-release-arm64OK331
windows-release-x86_64OK60
windows-oldrel-x86_64OK86
wasm-releaseOK79

Exports:cluster_newget_kernel_matrixget_mknn_distjump_statkkmeansmatr

Dependencies:Rcpp