An R implementation of the MCMC algorithm of Friedman and Koller (2003) for inferring edges in a Bayesian network.
Friedman, N. and Koller, D., Being Bayesian about network structure. a bayesian approach to structure discovery in bayesian networks. Machine learning, 50, 1 (2003), pages 95–125.