diff toolboxes/FullBNT-1.0.7/bnt/potentials/@scgpot/normalize_pot.m @ 0:cc4b1211e677 tip

initial commit to HG from
Changeset:
646 (e263d8a21543) added further path and more save "camirversion.m"

--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/toolboxes/FullBNT-1.0.7/bnt/potentials/@scgpot/normalize_pot.m	Fri Aug 19 13:07:06 2016 +0200
@@ -0,0 +1,16 @@
+function [pot, loglik] = normalize_pot(pot)
+% NORMALIZE_POT Convert the SCG 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 = marginalize_pot(pot, []);
+[temp2, loglik] = normalize_pot(temp.scgpotc{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
+    for i=1:pot.dsize
+        pot.scgpotc{i} = rescale_pot( pot.scgpotc{i}, scale);
+    end
+end