1 files changed, 12 insertions, 0 deletions
diff --git a/sourcecodes/bnt-master/BNT/CPDs/@discrete_CPD/log_prob_node.m b/sourcecodes/bnt-master/BNT/CPDs/@discrete_CPD/log_prob_node.m
new file mode 100644
index 00000000..315464a9
--- /dev/null
+++ b/sourcecodes/bnt-master/BNT/CPDs/@discrete_CPD/log_prob_node.m
@@ -0,0 +1,12 @@
+function L = log_prob_node(CPD, self_ev, pev)
+% LOG_PROB_NODE Compute sum_m log P(x(i,m)| x(pi_i,m), theta_i) for node i (discrete)
+% L = log_prob_node(CPD, self_ev, pev)
+%
+% self_ev(m) is the evidence on this node in case m.
+% pev(i,m) is the evidence on the i'th parent in case m (if there are any parents).
+% (These may also be cell arrays.)
+
+[P, p] = prob_node(CPD, self_ev, pev); % P may underflow, so we use p
+tiny = exp(-700);
+p = p + (p==0)*tiny; % replace 0s by tiny
+L = sum(log(p));