CRAN/E | ClusTorus

ClusTorus

Prediction and Clustering on the Torus by Conformal Prediction

Installation

About

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.

github.com/sungkyujung/ClusTorus
Bug report File report

Key Metrics

Version 0.2.2
R ≥ 3.6.0
Published 2022-01-04 836 days ago
Needs compilation? no
License GPL-3
CRAN checks ClusTorus results

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Maintainer

Maintainer

Seungki Hong

skgaboja@snu.ac.kr

Authors

Sungkyu Jung

aut / cph

Seungki Hong

aut / cre

Kiho Park

ctb

Byungwon Kim

ctb

Material

Reference manual
Package source

Vignettes

Introduction to ClusTorus

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

ClusTorus archive

Depends

R ≥ 3.6.0

Imports

BAMBI
igraph
purrr
ggplot2
rlang
stats
utils
cowplot

Suggests

knitr
rmarkdown
tidyverse