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BoltzMM: Boltzmann Machines with MM Algorithms

Provides probability computation, data generation, and model estimation for fully-visible Boltzmann machines. It follows the methods described in Nguyen and Wood (2016a) <doi:10.1162/NECO_a_00813> and Nguyen and Wood (2016b) <doi:10.1109/TNNLS.2015.2425898>.

Version:0.1.5
Depends:R (≥ 2.10)
Imports:Rcpp
LinkingTo:Rcpp,RcppArmadillo,BH
Suggests:testthat,knitr,rmarkdown,bnstruct
Published:2025-04-13
DOI:10.32614/CRAN.package.BoltzMM
Author:Andrew Thomas Jones [aut, cre], Hien Duy Nguyen [aut], Jessica Juanita Bagnall [aut]
Maintainer:Andrew Thomas Jones <andrewthomasjones at gmail.com>
License:GPL-3
NeedsCompilation:yes
Materials:README,NEWS
CRAN checks:BoltzMM results

Documentation:

Reference manual:BoltzMM.html ,BoltzMM.pdf

Downloads:

Package source: BoltzMM_0.1.5.tar.gz
Windows binaries: r-devel:BoltzMM_0.1.5.zip, r-release:BoltzMM_0.1.5.zip, r-oldrel:BoltzMM_0.1.5.zip
macOS binaries: r-release (arm64):BoltzMM_0.1.5.tgz, r-oldrel (arm64):BoltzMM_0.1.5.tgz, r-release (x86_64):BoltzMM_0.1.5.tgz, r-oldrel (x86_64):BoltzMM_0.1.5.tgz
Old sources: BoltzMM archive

Linking:

Please use the canonical formhttps://CRAN.R-project.org/package=BoltzMMto link to this page.


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