Package: CircularSilhouette 0.0.1

CircularSilhouette: Fast Silhouette on Circular or Linear Data Clusters

Calculating silhouette information for clusters on circular or linear data using fast algorithms. These algorithms run in linear time on sorted data, in contrast to quadratic time by the definition of silhouette. When used together with the fast and optimal circular clustering method FOCC (Debnath & Song 2021) <doi:10.1109/TCBB.2021.3077573> implemented in R package 'OptCirClust', circular silhouette can be maximized to find the optimal number of circular clusters; it can also be used to estimate the period of noisy periodical data.

Authors:Yinong Chen [aut], Tathagata Debnath [aut], Andrew Cai [aut], Joe Song [aut, cre]

CircularSilhouette_0.0.1.tar.gz
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CircularSilhouette.pdf |CircularSilhouette.html✨
CircularSilhouette/json (API)
NEWS

# Install 'CircularSilhouette' in R:
install.packages('CircularSilhouette', repos = c('https://joemsong.r-universe.dev', 'https://cloud.r-project.org'))
Uses libs:
  • c++– GNU Standard C++ Library v3

On CRAN:

Conda:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

cpp

2.48 score 1 packages 3 scripts 228 downloads 4 exports 16 dependencies

Last updated 3 years agofrom:9e57445289. Checks:11 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKFeb 18 2025
R-4.5-win-x86_64OKFeb 18 2025
R-4.5-mac-x86_64OKFeb 18 2025
R-4.5-mac-aarch64OKFeb 18 2025
R-4.5-linux-x86_64OKFeb 18 2025
R-4.4-win-x86_64OKFeb 18 2025
R-4.4-mac-x86_64OKFeb 18 2025
R-4.4-mac-aarch64OKFeb 18 2025
R-4.3-win-x86_64OKFeb 18 2025
R-4.3-mac-x86_64OKFeb 18 2025
R-4.3-mac-aarch64OKFeb 18 2025

Exports:circular.silestimate.periodfast.silfind.num.of.clusters

Dependencies:Ckmeans.1d.dpcligluelifecyclemagrittrOptCirClustplotrixplyrrbibutilsRcppRdpackreshape2rlangstringistringrvctrs

Circular Silhouette Examples

Yinong Chen, Joe Song

Rendered fromExample.Rmdusingknitr::rmarkdownon Feb 18 2025.

Last update: 2022-04-27
Started: 2022-04-27