function [pot, loglik] = normalize_pot(pot) % NORMALIZE_POT Convert the CG potential Pr(X,E) into Pr(X|E) and return log Pr(E). % [pot, loglik] = normalize_pot(pot) % Marginalize down to [], so that the normalizing constant becomes Pr(E) temp = cg_can_to_mom(marginalize_pot(pot, [])); %loglik = temp.mom{1}.logp; [temp2, loglik] = normalize_pot(temp.mom{1}); % Adjust scale factor to reflect the fact that the pot now represents Pr(X | E) instead of Pr(X,E). scale = -loglik; if 1 switch pot.subtype case 'm' for i=1:pot.dsize pot.mom{i} = rescale_pot(pot.mom{i}, scale); end case 'c' for i=1:pot.dsize pot.can{i} = rescale_pot(pot.can{i}, scale); end end end