CluGen.jl
CluGen.jl is a Julia implementation of the clugen algorithm for generating multidimensional clusters. Each cluster is supported by a line segment, the position, orientation and length of which guide where the respective points are placed.
See the documentation for more details.
Installation
Pkg.add("CluGen")
Quick start
using CluGen, Plots
o = clugen(2, 4, 400, [1, 0], pi / 8, [20, 10], 10, 1, 1.5)
p = plot(o.points[:, 1], o.points[:, 2], seriestype=:scatter, group=o.clusters)
o = clugen(3, 4, 1000, [1, 0, 1], pi / 8, [20, 15, 25], 16, 4, 3.5)
p = plot(o.points[:, 1], o.points[:, 2], o.points[:, 3], seriestype=:scatter, group=o.clusters)
See also
- pyclugen, a Python implementation of the clugen algorithm.
- clugenr, an R implementation of the clugen algorithm.
- MOCluGen, a MATLAB/Octave implementation of the clugen algorithm.
Reference
If you use this software, please cite the following reference:
- Fachada, N. & de Andrade, D. (2023). Generating Multidimensional Clusters With Support Lines. https://doi.org/10.48550/arXiv.2301.10327.