?? kl_batch.m
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function v = kl_batch(fs, s, x, params)% KL_BATCH calculate batch-dependent part of Kullback-Leibler divergence%% Usage:% kl = KL_BATCH(fs, s, x, params)% where fs (probdist) contains the found values for data, s% (probdist) the found values for sources, x (double) the% original data, params (probdist struct) estimated values for% variances of different values% Copyright (C) 1999-2004 Antti Honkela, Harri Valpola,% and Xavier Giannakopoulos.%% This package comes with ABSOLUTELY NO WARRANTY; for details% see License.txt in the program package. This is free software,% and you are welcome to redistribute it under certain conditions;% see License.txt for details.v = kl_data(probdist(fs.e - x, fs.var), probdist(0), params.noise, 2) + ... kl_param(s, probdist(0), params.src, 2);
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