.TH "src/mlpack/methods/gmm/phi.hpp" 3 "Tue Sep 9 2014" "Version 1.0.10" "MLPACK" \" -*- nroff -*-
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.SH NAME
src/mlpack/methods/gmm/phi.hpp \- 
.SH SYNOPSIS
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.SS "Namespaces"

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.RI " \fBmlpack\fP"
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.RI "\fILinear algebra utility functions, generally performed on matrices or vectors\&. \fP"
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.RI " \fBmlpack::gmm\fP"
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.RI "\fIGaussian Mixture Models\&. \fP"
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.SS "Functions"

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.RI "double \fBmlpack::gmm::phi\fP (const double x, const double mean, const double var)"
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.RI "\fICalculates the univariate Gaussian probability density function\&. \fP"
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.RI "double \fBmlpack::gmm::phi\fP (const arma::vec &x, const arma::vec &mean, const arma::mat &cov)"
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.RI "\fICalculates the multivariate Gaussian probability density function\&. \fP"
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.RI "double \fBmlpack::gmm::phi\fP (const arma::vec &x, const arma::vec &mean, const arma::mat &cov, const std::vector< arma::mat > &d_cov, arma::vec &g_mean, arma::vec &g_cov)"
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.RI "\fICalculates the multivariate Gaussian probability density function and also the gradients with respect to the mean and the variance\&. \fP"
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.RI "void \fBmlpack::gmm::phi\fP (const arma::mat &x, const arma::vec &mean, const arma::mat &cov, arma::vec &probabilities)"
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.RI "\fICalculates the multivariate Gaussian probability density function for each data point (column) in the given matrix, with respect to the given mean and variance\&. \fP"
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.SH "Detailed Description"
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\fBAuthor:\fP
.RS 4
Parikshit Ram (pram@cc.gatech.edu)
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This file computes the Gaussian probability density function
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This file is part of MLPACK 1\&.0\&.10\&.
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MLPACK is free software: you can redistribute it and/or modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version\&.
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MLPACK 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 Lesser General Public License for more details (LICENSE\&.txt)\&.
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You should have received a copy of the GNU General Public License along with MLPACK\&. If not, see http://www.gnu.org/licenses/\&. 
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Definition in file \fBphi\&.hpp\fP\&.
.SH "Author"
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Generated automatically by Doxygen for MLPACK from the source code\&.