Package: omphc
Type: Package
Title: Bayesian Network Learning Using the OMP Algorithm
Version: 1.0
Authors@R: c(person("Michail", "Tsagris", role = c("aut", "cre"), email = "mtsagris@uoc.gr"),
             person("Christos", "Adam", role = c("aut"),
             email = "pada4m4@gmail.com", comment = c(ORCID = "0009-0003-3244-7034")))
Maintainer: Michail Tsagris <mtsagris@uoc.gr>
Depends: R (>= 4.0)
Imports: bnlearn, pchc, Rcpp, Rfast, stats
LinkingTo: Rcpp, RcppArmadillo
Description: Bayesian network learning using the orthogonal matching pursuit to perform variable selection and then application of the Hill-Climbing greedy search or the TABU search to orient the edges. Some relevant papers are Tsagris M. and Adam C. (2026) <doi:10.13140/RG.2.2.26278.28489>, Tsagris M. (2021) <doi:10.1007/s10614-020-10065-7>, Tsagris M. (2022) <doi:10.3390/math10152604>, Tsagris et al. (2022) <doi:10.1109/TCBB.2020.3029952>, Tsamardinos I., Brown L.E. and Aliferis C.F. (2006) <doi:10.1007/s10994-006-6889-7>, Mallat S. G. and Zhang Z. (1993) <doi:10.1109/78.258082>.
License: GPL (>= 2)
Encoding: UTF-8
NeedsCompilation: yes
Packaged: 2026-10-23 17:38:33 UTC; mtsag
Author: Michail Tsagris [aut, cre],
  Christos Adam [aut] (ORCID: <https://orcid.org/0009-0003-3244-7034>)
Repository: CRAN
Date/Publication: 2026-11-07 15:50:02 UTC
Built: R 4.5.2; x86_64-apple-darwin20; 2026-11-07 18:06:30 UTC; unix
Archs: omphc.so.dSYM
