CRAN/E | mrf2d

mrf2d

Markov Random Field Models for Image Analysis

Installation

About

Model fitting, sampling and visualization for the (Hidden) Markov Random Field model with pairwise interactions and general interaction structure from Freguglia, Garcia & Bicas (2020) doi:10.1002/env.2613, which has many popular models used in 2-dimensional lattices as particular cases, like the Ising Model and Potts Model. A complete manuscript describing the package is available in Freguglia & Garcia (2022) doi:10.18637/jss.v101.i08.

Citation mrf2d citation info
github.com/Freguglia/mrf2d
Bug report File report

Key Metrics

Version 1.0
R ≥ 3.5.0
Published 2022-01-25 988 days ago
Needs compilation? yes
License GPL-3
CRAN checks mrf2d results

Downloads

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Maintainer

Maintainer

Victor Freguglia

Authors

Victor Freguglia

aut / cre

Material

README
NEWS
Reference manual
Package source

Vignettes

Parameter restriction families in mrf2d
Working with 3d lattices in mrf2d

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

mrf2d archive

Depends

R ≥ 3.5.0

Imports

Rcpp ≥ 1.0.1
dplyr ≥ 0.8.1
tidyr
methods
ggplot2
Rdpack

Suggests

testthat ≥ 2.1.0
covr
knitr
rmarkdown
glue

LinkingTo

Rcpp
RcppArmadillo