Package: mrf2d 1.0.1

mrf2d: Markov Random Field Models for Image Analysis

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>.

Authors:Victor Freguglia [aut, cre]

mrf2d_1.0.1.tar.gz
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mrf2d_1.0.1.tgz(r-4.4-x86_64)mrf2d_1.0.1.tgz(r-4.4-arm64)mrf2d_1.0.1.tgz(r-4.3-x86_64)mrf2d_1.0.1.tgz(r-4.3-arm64)
mrf2d_1.0.1.tar.gz(r-4.5-noble)mrf2d_1.0.1.tar.gz(r-4.4-noble)
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mrf2d.pdf |mrf2d.html✨
mrf2d/json (API)
NEWS

Peer review:

Bug tracker:https://github.com/freguglia/mrf2d/issues

On CRAN:

gibbs-energyhidden-markov-modelhidden-markov-modelsmarkov-random-fieldmrfmrf-modelsneighborhood

19 exports 9 stars 1.41 score 40 dependencies 10 scripts 343 downloads

Last updated 2 years agofrom:89fa8c4c16. Checks:OK: 9. Indexed: yes.

Exports:cohistcp_mrf2dcplotdplotexpand_arrayfit_ghmfit_plfit_safourier_2dmrfimrfi_to_stringpl_mrf2dpolynomial_2drmrf2drmrf2d_mcrpositionssmr_arraysmr_statvec_description

Dependencies:clicolorspacecpp11dplyrfansifarvergenericsggplot2gluegtableisobandlabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellnlmepillarpkgconfigpurrrR6rbibutilsRColorBrewerRcppRcppArmadilloRdpackrlangscalesstringistringrtibbletidyrtidyselectutf8vctrsviridisLitewithr