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authorziejd22017-09-28 15:04:40 -0500
committerziejd22017-09-28 15:04:40 -0500
commit8070dc963753142bb86c4ed698d91fd623ed28e7 (patch)
treed0f6dd8fc46a49b819aa55c1a90faa14d8448883 /sourcecodes/bnt-master/BNT/CPDs/@discrete_CPD/CPD_to_lambda_msg.m
parent7cc31810d53176e805532b2789955f4eedbce6bb (diff)
downloadBNW-8070dc963753142bb86c4ed698d91fd623ed28e7.tar.gz
BNW using Octave instead of Matlab.
This version of BNW should perform the same as the original version. The only difference is that it uses Octave instead of Matlab when running BayesNet Toolbox during parameter learning.

I am calling this BNW_1.02. It can be accessed at:
compbio.uthsc.edu/BNW_1.02
Diffstat (limited to 'sourcecodes/bnt-master/BNT/CPDs/@discrete_CPD/CPD_to_lambda_msg.m')
-rw-r--r--sourcecodes/bnt-master/BNT/CPDs/@discrete_CPD/CPD_to_lambda_msg.m16
1 files changed, 16 insertions, 0 deletions
diff --git a/sourcecodes/bnt-master/BNT/CPDs/@discrete_CPD/CPD_to_lambda_msg.m b/sourcecodes/bnt-master/BNT/CPDs/@discrete_CPD/CPD_to_lambda_msg.m
new file mode 100644
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+++ b/sourcecodes/bnt-master/BNT/CPDs/@discrete_CPD/CPD_to_lambda_msg.m
@@ -0,0 +1,16 @@
+function lam_msg = CPD_to_lambda_msg(CPD, msg_type, n, ps, msg, p, evidence)
+% CPD_TO_LAMBDA_MSG Compute lambda message (discrete)
+% lam_msg = compute_lambda_msg(CPD, msg_type, n, ps, msg, p, evidence)
+% Pearl p183 eq 4.52
+
+switch msg_type
+  case 'd',
+   T = prod_CPT_and_pi_msgs(CPD, n, ps, msg, p);
+   mysize = length(msg{n}.lambda);
+   lambda = dpot(n, mysize, msg{n}.lambda);
+   T = multiply_by_pot(T, lambda);
+   lam_msg = pot_to_marginal(marginalize_pot(T, p));
+   lam_msg = lam_msg.T;           
+ case 'g',
+  error('discrete_CPD can''t create Gaussian msgs')
+end