?? update_params.m
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function CPD = update_params(CPD, ev, counts)% UPDATE_PARAMS Update the Dirichlet pseudo counts and compute the new MAP param estimates (tabular)%% CPD = update_params(CPD, ev) uses the evidence on the family from a single case.%% CPD = update_params(CPD, [], counts) does a batch update using the specified suff. stats.if nargin < 3 n = length(ev); data = cat(1, ev{:}); % convert to a vector of scalars counts = compute_counts(data(:)', 1:n, mysize(CPD.CPT));end CPD.prior = CPD.prior + counts;CPD.CPT = mk_stochastic(CPD.prior);
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