GitHub - sungkyujung/ClusTorus: Clustering on the torus by conformal prediction (original) (raw)

ClusTorus

CRAN status downloads

R-CMD-check Project Status: Active – The project has reached a stable, usable state and is being actively developed.

Prediction and Clustering on The Torus by Conformal Prediction

This R package provides R functions to perform clustering multivariate angular data of any dimension on general tori.

A part of the functions and data sets in this package was used to develop the research article: Jung, Park and Kim (2021). "Clustering on the torus by conformal prediction" Ann. Appl. Stat., 15(4), 1583-1603.

Installation

install from CRAN

install.packages("ClusTorus")

development version is available via this code:

install.packages("devtools")

devtools::install_github("sungkyujung/ClusTorus")

If you also want to install the vignettes, then use the code:

devtools::install_github("sungkyujung/ClusTorus", build_vignettes = TRUE)