CRAN/E | SAGMM

SAGMM

Clustering via Stochastic Approximation and Gaussian Mixture Models

Installation

About

Computes clustering by fitting Gaussian mixture models (GMM) via stochastic approximation following the methods of Nguyen and Jones (2018) doi:10.1201/9780429446177. It also provides some test data generation and plotting functionality to assist with this process.

Key Metrics

Version 0.2.4
Published 2019-06-29 1770 days ago
Needs compilation? yes
License GPL-3
CRAN checks SAGMM results

Downloads

Yesterday 6 0%
Last 7 days 40 -23%
Last 30 days 142 +5%
Last 90 days 381 -38%
Last 365 days 1.798 -19%

Maintainer

Maintainer

Andrew T. Jones

andrewthomasjones@gmail.com

Authors

Andrew T. Jones
Hien D. Nguyen

Material

NEWS
Reference manual
Package source

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

SAGMM archive

Imports

Rcpp ≥ 0.12.13
MixSim
mclust
stats
lowmemtkmeans

Suggests

testthat
ggplot2

LinkingTo

Rcpp
RcppArmadillo