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'))

Peer review:

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

On CRAN:

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

16 exports 5 stars 1.47 score 1 dependencies 14 scripts 312 downloads

Last updated 1 months agofrom:039b34ec4c. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKSep 13 2024
R-4.5-winOKSep 13 2024
R-4.5-linuxOKSep 13 2024
R-4.4-winOKSep 13 2024
R-4.4-macOKSep 13 2024
R-4.3-winOKSep 13 2024
R-4.3-macOKSep 13 2024

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 Sep 13 2024.

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

Examples in 2D

Rendered fromexamples2d.Rmdusingknitr::rmarkdownon Sep 13 2024.

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

Examples in 3D: part I

Rendered fromexamples3d1.Rmdusingknitr::rmarkdownon Sep 13 2024.

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

Examples in 3D: part II

Rendered fromexamples3d2.Rmdusingknitr::rmarkdownon Sep 13 2024.

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

Examples in other dimensions

Rendered fromexamplesnd.Rmdusingknitr::rmarkdownon Sep 13 2024.

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

Merging and hierarchical cluster examples

Rendered fromexamplesmrg.Rmdusingknitr::rmarkdownon Sep 13 2024.

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

Theory

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Started: 2022-02-16