Other packages > Find by keyword >

ClusTorus  

Prediction and Clustering on the Torus by Conformal Prediction
View on CRAN: Click here


Download and install ClusTorus package within the R console
Install from CRAN:
install.packages("ClusTorus")

Install from Github:
library("remotes")
install_github("cran/ClusTorus")

Install by package version:
library("remotes")
install_version("ClusTorus", "0.2.2")



Attach the package and use:
library("ClusTorus")
Maintained by
Seungki Hong
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-02-10
Latest Update: 2022-01-04
Description:
Provides various tools of for clustering multivariate angular data on the torus. The package provides angular adaptations of usual clustering methods such as the k-means clustering, pairwise angular distances, which can be used as an input for distance-based clustering algorithms, and implements clustering based on the conformal prediction framework. Options for the conformal scores include scores based on a kernel density estimate, multivariate von Mises mixtures, and naive k-means clusters. Moreover, the package provides some basic data handling tools for angular data.
How to cite:
Seungki Hong (2021). ClusTorus: Prediction and Clustering on the Torus by Conformal Prediction. R package version 0.2.2, https://cran.r-project.org/web/packages/ClusTorus. Accessed 07 Aug. 2026.
Previous versions and publish date:
0.0.1 (2021-02-10 12:10), 0.1.1 (2021-06-30 09:30), 0.1.3 (2021-07-26 11:10), 0.2.0 (2021-12-16 14:12), 0.2.1 (2021-12-17 10:12), (2026-07-09 08:00)
Other packages that cited ClusTorus R package
View ClusTorus citation profile
Other R packages that ClusTorus depends, imports, suggests or enhances
Complete documentation for ClusTorus
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

enrichwith  
Methods to Enrich R Objects with Extra Components
Provides the "enrich" method to enrich list-like R objects with new, relevant components. The curren ...
Download / Learn more Package Citations See dependency  
BayesESS  
Determining Effective Sample Size
Determines effective sample size of a parametric prior distribution in Bayesian models. For a web-b ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
modelwordcloud  
Model Word Clouds
Makes a word cloud of text, sized by the frequency of the word, and colored either by user-specified ...
Download / Learn more Package Citations See dependency  
bbricks  
Bayesian Methods and Graphical Model Structures for Statistical Modeling
A set of frequently used Bayesian parametric and nonparametric model structures, as well as a set of ...
Download / Learn more Package Citations See dependency  

28,083

R Packages

239,283

Dependencies

74,457

Author Associations

28,084

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA