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) , Tsagris M. (2021) , Tsagris M. (2022) , Tsagris et al. (2022) , Tsamardinos I., Brown L.E. and Aliferis C.F. (2006) , Mallat S. G. and Zhang Z. (1993) .


Reference manual

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install.packages("omphc")

1.0 by Michail Tsagris, 6 hours ago


Browse source code at https://github.com/cran/omphc


Authors: Michail Tsagris [aut, cre] , Christos Adam [aut]


Documentation:   PDF Manual  


GPL (>= 2) license


Imports bnlearn, pchc, Rcpp, Rfast, stats

Linking to Rcpp, RcppArmadillo


See at CRAN