?? gtmlmode.m
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function modes = gtmlmode(net, data)%GTMLMODE Mode responsibility for data in a GTM.%% Description% MODES = GTMLMODE(NET, DATA) takes a GTM structure NET, and computes% the modes of the responsibility distributions for each data point in% DATA. These will always lie at one of the latent space sample points% NET.X.%% See also% GTM, GTMPOST, GTMLMEAN%% Copyright (c) Ian T Nabney (1996-2001)% Check for consistencyerrstring = consist(net, 'gtm', data);if ~isempty(errstring) error(errstring);endR = gtmpost(net, data);% Mode is maximum responsibility[max_resp, max_index] = max(R, [], 2);modes = net.X(max_index, :);
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