diff toolboxes/FullBNT-1.0.7/bnt/general/compute_joint_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/general/compute_joint_pot.m	Fri Aug 19 13:07:06 2016 +0200
@@ -0,0 +1,17 @@
+function [jpot, loglik] = compute_joint_pot(bnet, nodes, evidence, domain)
+% COMPUTE_JOINT_POT Compute the global joint potential of a Bayes net
+% function jpot = compute_joint_pot(bnet, nodes, evidence, domain)
+
+if nargin < 4, domain = nodes; end
+
+onodes = find(~isemptycell(evidence));
+pot_type = determine_pot_type(bnet, onodes, domain);
+
+jpot = mk_initial_pot(pot_type, domain, bnet.node_sizes, bnet.cnodes, onodes);
+for i=nodes(:)'
+  e = bnet.equiv_class(i);
+  fam = family(bnet.dag, i);
+  pot = convert_to_pot(bnet.CPD{e}, pot_type, fam(:), evidence);
+  jpot = multiply_by_pot(jpot, pot);
+end                                                  
+%[jpot, loglik] = normalize_pot(jpot); % causes errors in asia_dt1 etc