prod_cpt_and_pi_msgs.m

来自「贝叶斯网络的matlab实现。可以创建贝叶斯网络、训练模型」· M 代码 · 共 19 行

function T = prod_CPT_and_pi_msgs(CPD, n, ps, msgs, except)
% PROD_CPT_AND_PI_MSGS Multiply the CPD and all the pi messages from parents, perhaps excepting one
% T = prod_CPY_and_pi_msgs(CPD, n, ps, msgs, except)

if nargin < 5, except = -1; end

dom = [ps n];
%ns = sparse(1, max(dom));
ns = zeros(1, max(dom));
CPT = CPD_to_CPT(CPD);
ns(dom) = mysize(CPT);
T = dpot(dom, ns(dom), CPT);
for i=1:length(ps)
  p = ps(i);
  if p ~= except
    T = multiply_by_pot(T, dpot(p, ns(p), msgs{n}.pi_from_parent{i}));
  end
end