This function calculates the log prior probability of the network structure. It uses the exponential information sharing prior.
1  NetworkProbExp(network.info)

network.info 
Network information collected using the function

Returns the log prior probability of the network segments.
Frank Dondelinger
For information about the exponential information sharing prior, see:
Husmeier et al. (2010), "Intertime segment information sharing for nonhomogeneous dynamic Bayesian networks", NIPS.
Dondelinger et al. (2012), "Nonhomogeneous dynamic Bayesian networks with Bayesian regularization for inferring gene regulatory networks with gradually timevarying structure", Machine Learning.
NetworkRatioExp
, CalculatePriorRatio
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