wolffd@0: function pot = CPD_to_scgpot(CPD, domain, ns, cnodes, evidence) wolffd@0: % CPD_TO_SCGPOT Convert a CPD to a CG potential, incorporating any evidence (discrete) wolffd@0: % pot = CPD_to_scgpot(CPD, domain, ns, cnodes, evidence) wolffd@0: % wolffd@0: % domain is the domain of CPD. wolffd@0: % node_sizes(i) is the size of node i. wolffd@0: % cnodes wolffd@0: % evidence{i} is the evidence on the i'th node. wolffd@0: wolffd@0: %odom = domain(~isemptycell(evidence(domain))); wolffd@0: wolffd@0: %vals = cat(1, evidence{odom}); wolffd@0: %map = find_equiv_posns(odom, domain); wolffd@0: %index = mk_multi_index(length(domain), map, vals); wolffd@0: CPT = CPD_to_CPT(CPD); wolffd@0: %CPT = CPT(index{:}); wolffd@0: CPT = CPT(:); wolffd@0: %ns(odom) = 1; wolffd@0: potarray = cell(1, length(CPT)); wolffd@0: for i=1:length(CPT) wolffd@0: %p = CPT(i); wolffd@0: potarray{i} = scgcpot(0, 0, CPT(i)); wolffd@0: %scpot{i} = scpot(0, 0); wolffd@0: end wolffd@0: pot = scgpot(domain, [], [], ns, potarray);