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>.

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Description file content

Package
BoltzMM
Type
Package
Title
Boltzmann Machines with MM Algorithms
Version
0.1.4
Author
Andrew Thomas Jones, Hien Duy Nguyen, and Jessica Juanita Bagnall
Maintainer
Andrew Thomas Jones
Description
Provides probability computation, data generation, and model estimation for fully-visible Boltzmann machines. It follows the methods described in Nguyen and Wood (2016a) and Nguyen and Wood (2016b) .
License
GPL-3
Encoding
UTF-8
LazyData
true
LinkingTo
Rcpp, RcppArmadillo, BH
Imports
Rcpp
Depends
R (>= 2.10)
RoxygenNote
6.1.1
Suggests
testthat, knitr, rmarkdown, bnstruct
NeedsCompilation
yes
Packaged
2019-02-14 08:55:53 UTC; andrewjones
Repository
CRAN
Date/Publication
2019-02-14 09:10:03 UTC

install.packages('BoltzMM')

0.1.4

4 months ago

Andrew Thomas Jones

GPL-3

Depends on

R (>= 2.10)

Imports

Rcpp

Suggests

testthat, knitr, rmarkdown, bnstruct

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