Package: geokmeans
Type: Package
Title: A Collection of Fast, Exact and Eco-Friendly k-Means Clustering
        Algorithms
Version: 0.1.0
Authors@R: c(
    person("Parichit", "Sharma", email = "parishar@iu.edu", role = c("aut", "cre", "cph")),
    person("Hasan", "Kurban", role = "aut"))
Description: A collection of fast k-means clustering algorithms under a
        single, uniform interface. The core method is
        Geometric-k-means, a bound-free algorithm of Sharma et al.
        (2026) <doi:10.1007/s10994-025-06891-1> that uses geometry to
        restrict computation to the data points able to change
        clusters, substantially reducing distance computations and
        runtime while returning the same result as standard k-means.
        Also included are Lloyd's algorithm, Elkan, Hamerly, Annulus,
        Exponion, and Ball k-means. All algorithms are implemented in
        'C++' via 'Rcpp' and 'RcppEigen' and return the final
        centroids, optional per-point cluster assignments, and
        computational statistics.
License: GPL-3
Encoding: UTF-8
Imports: Rcpp
LinkingTo: Rcpp, RcppEigen
SystemRequirements: C++17
Suggests: testthat (>= 3.0.0), knitr, rmarkdown
Config/testthat/edition: 3
VignetteBuilder: knitr
URL: https://github.com/parichit/Geometric-k-means
BugReports: https://github.com/parichit/Geometric-k-means/issues
Roxygen: list(markdown = TRUE)
NeedsCompilation: yes
Packaged: 2026-06-29 19:54:32 UTC; root
Author: Parichit Sharma [aut, cre, cph], Hasan Kurban [aut]
Maintainer: Parichit Sharma <parishar@iu.edu>
Config/roxygen2/version: 8.0.0
Repository: https://parichit.r-universe.dev
Date/Publication: 2026-06-29 19:28:22 UTC
RemoteUrl: https://github.com/parichit/geometric-k-means
RemoteRef: HEAD
RemoteSha: 46d296f1a1e59706ac72869d68bb742de3e7b9e0
RemoteSubdir: geokmeans