Other packages > Find by keyword >

OptCirClust  

Circular, Periodic, or Framed Data Clustering: Fast, Optimal, and Reproducible
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("OptCirClust", "0.0.4")



Attach the package and use:
library("OptCirClust")
Maintained by
Joe Song
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-12-09
Latest Update: 2021-07-28
Description:
Fast, optimal, and reproducible clustering algorithms for circular, periodic, or framed data. The algorithms introduced here are based on a core algorithm for optimal framed clustering the authors have developed (Debnath & Song 2021) . The runtime of these algorithms is O(K N log^2 N), where K is the number of clusters and N is the number of circular data points. On a desktop computer using a single processor core, millions of data points can be grouped into a few clusters within seconds. One can apply the algorithms to characterize events along circular DNA molecules, circular RNA molecules, and circular genomes of bacteria, chloroplast, and mitochondria. One can also cluster climate data along any given longitude or latitude. Periodic data clustering can be formulated as circular clustering. The algorithms offer a general high-performance solution to circular, periodic, or framed data clustering.
How to cite:
Joe Song (2020). OptCirClust: Circular, Periodic, or Framed Data Clustering: Fast, Optimal, and Reproducible. R package version 0.0.4, https://cran.r-project.org/web/packages/OptCirClust. Accessed 04 Aug. 2026.
Previous versions and publish date:
0.0.1 (2020-12-09 11:30), 0.0.2 (2020-12-15 23:30), 0.0.3 (2020-12-18 17:10), (2026-07-09 08:15)
Other packages that cited OptCirClust R package
View OptCirClust citation profile
Other R packages that OptCirClust depends, imports, suggests or enhances
Complete documentation for OptCirClust
Functions, R codes and Examples using the OptCirClust R package
Some associated functions: CirClust . FramedClust . plot.CirClust . plot.FramedClust . 
Some associated R codes: CirClust.R . FramedClust.R . RcppExports.R . kmeans-framed-clust.R . plot-CirClust.R . plot-FramedClust.R . quad-framed-clust.R .  Full OptCirClust package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
GLMMadaptive  
Generalized Linear Mixed Models using Adaptive Gaussian Quadrature
Fits generalized linear mixed models for a single grouping factor under maximum likelihood approxim ...
Download / Learn more Package Citations See dependency  
rCMA  
R-to-Java Interface for 'CMA-ES'
Tool for providing access to the Java version 'CMAEvolutionStrategy' of Nikolaus Hansen. 'CMA-ES' i ...
Download / Learn more Package Citations See dependency  
sValues  
Measures of Sturdiness of Regression Coefficients
Implements the s-values proposed by Ed. Leamer. It provides a context-minimal approach for sensitivi ...
Download / Learn more Package Citations See dependency  
ggconf  
Simpler Appearance Modification of "ggplot2"
A flexible interface for ggplot2theme potentially saving 50 of your typing. ...
Download / Learn more Package Citations See dependency  
epigraphdb  
Interface Package for the 'EpiGraphDB' Platform
The interface package to access data from the 'EpiGraphDB' platform. It p ...
Download / Learn more Package Citations See dependency  
Maintainer: Yi Liu (view profile)

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