omphc: Bayesian Network Learning Using the OMP Algorithm
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>.
| Version: | 1.0 |
| Depends: | R (≥ 4.0) |
| Imports: | bnlearn, pchc, Rcpp, Rfast, stats |
| LinkingTo: | Rcpp, RcppArmadillo |
| Published: | 2026-11-07 |
| DOI: | 10.32614/CRAN.package.omphc (may not be active yet) |
| Author: | Michail Tsagris [aut, cre],
Christos Adam 
[aut] |
| Maintainer: | Michail Tsagris <mtsagris at uoc.gr> |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: | yes |
| CRAN checks: | omphc results |
Documentation:
| Reference manual: | omphc.html , omphc.pdf |
Downloads:
| Package source: | omphc_1.0.tar.gz |
| Windows binaries: | r-devel: omphc_1.0.zip, r-release: not available, r-oldrel: not available |
| macOS binaries: | r-release (arm64): omphc_1.0.tgz, r-oldrel (arm64): omphc_1.0.tgz, r-release (x86_64): omphc_1.0.tgz, r-oldrel (x86_64): omphc_1.0.tgz |
Linking:
Please use the canonical form https://CRAN.R-project.org/package=omphc to link to this page.