vinhtantran/monoClust: Perform Monothetic Clustering with Extensions to Circular Data

Implementation of the Monothetic Clustering algorithm (Chavent, 1998 <doi:10.1016/S0167-8655(98)00087-7>) on continuous data sets. A lot of extensions are included in the package, including applying Monothetic clustering on data sets with circular variables, visualizations with the results, and permutation and cross-validation based tests to support the decision on the number of clusters.

Getting started

Package details

Maintainer
LicenseGPL (>= 2)
Version1.2.1
URL https://vinhtantran.github.io/monoClust/ https://github.com/vinhtantran/monoClust
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("vinhtantran/monoClust")
vinhtantran/monoClust documentation built on March 12, 2021, 11:11 p.m.