Package: clugenr 1.0.3.9000

Nuno Fachada

clugenr: Multidimensional Cluster Generation Using Support Lines

An implementation of the clugen algorithm for generating multidimensional clusters with arbitrary distributions. Each cluster is supported by a line segment, the position, orientation and length of which guide where the respective points are placed. This package is described in Fachada & de Andrade (2023) <doi:10.1016/j.knosys.2023.110836>.

Authors:Nuno Fachada [aut, cre, cph]

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clugenr.pdf |clugenr.html✨
clugenr/json (API)

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

Bug tracker:https://github.com/clugen/clugenr/issues

Pkgdown site:https://clugen.github.io

On CRAN:

multidimensional-clustersmultidimensional-datasynthetic-clusterssynthetic-data-generatorsynthetic-dataset-generation

5.39 score 5 stars 14 scripts 275 downloads 16 exports 1 dependencies

Last updated 7 months agofrom:039b34ec4c. Checks:8 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKFeb 10 2025
R-4.5-winOKFeb 10 2025
R-4.5-macOKFeb 10 2025
R-4.5-linuxOKFeb 10 2025
R-4.4-winOKFeb 10 2025
R-4.4-macOKFeb 10 2025
R-4.3-winOKFeb 10 2025
R-4.3-macOKFeb 10 2025

Exports:angle_btwangle_deltasclucentersclugenclumergeclupoints_nclupoints_n_1clupoints_n_1_templateclusizesfix_emptyfix_num_pointsllengthspoints_on_linerand_ortho_vectorrand_unit_vectorrand_vector_at_angle

Dependencies:mathjaxr

Development

Rendered fromdev.Rmdusingknitr::rmarkdownon Feb 10 2025.

Last update: 2023-12-16
Started: 2022-02-20

Examples in 2D

Rendered fromexamples2d.Rmdusingknitr::rmarkdownon Feb 10 2025.

Last update: 2023-12-16
Started: 2022-02-17

Examples in 3D: part I

Rendered fromexamples3d1.Rmdusingknitr::rmarkdownon Feb 10 2025.

Last update: 2023-12-16
Started: 2023-02-09

Examples in 3D: part II

Rendered fromexamples3d2.Rmdusingknitr::rmarkdownon Feb 10 2025.

Last update: 2023-12-16
Started: 2023-02-09

Examples in other dimensions

Rendered fromexamplesnd.Rmdusingknitr::rmarkdownon Feb 10 2025.

Last update: 2023-12-16
Started: 2022-02-18

Merging and hierarchical cluster examples

Rendered fromexamplesmrg.Rmdusingknitr::rmarkdownon Feb 10 2025.

Last update: 2023-12-16
Started: 2023-06-23

Theory

Rendered fromtheory.Rmdusingknitr::rmarkdownon Feb 10 2025.

Last update: 2023-12-16
Started: 2022-02-16