IT++ Logo

mog_diag_em.cpp File Reference


Detailed Description

Expectation Maximisation based optimisers for Mixture of Gaussians - source file.

Author:
Conrad Sanderson
-------------------------------------------------------------------------

IT++ - C++ library of mathematical, signal processing, speech processing, and communications classes and functions

Copyright (C) 1995-2007 (see AUTHORS file for a list of contributors)

This program is free software; you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation; either version 2 of the License, or (at your option) any later version.

This program is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details.

You should have received a copy of the GNU General Public License along with this program; if not, write to the Free Software Foundation, Inc., 51 Franklin St, Fifth Floor, Boston, MA 02110-1301 USA

-------------------------------------------------------------------------

Definition in file mog_diag_em.cpp.

#include <itpp/stat/mog_diag_em.h>
#include <itpp/base/math/log_exp.h>
#include <itpp/base/timing.h>
#include <iostream>
#include <iomanip>

Go to the source code of this file.

Namespaces

namespace  itpp

Functions

void itpp::MOG_diag_ML (MOG_diag &model_in, Array< vec > &X_in, int max_iter_in, double var_floor_in, double weight_floor_in, bool verbose_in)
void itpp::MOG_diag_MAP (MOG_diag &model_in, MOG_diag &prior_model_in, Array< vec > &X_in, int max_iter_in, double alpha_in, double var_floor_in, double weight_floor_in, bool verbose_in)

SourceForge Logo

Generated on Sun Dec 9 17:26:20 2007 for IT++ by Doxygen 1.5.4