.TH "src/mlpack/core/math/lin_alg.hpp" 3 "Tue Sep 9 2014" "Version 1.0.10" "MLPACK" \" -*- nroff -*-
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.SH NAME
src/mlpack/core/math/lin_alg.hpp \- 
.SH SYNOPSIS
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.PP
.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::math\fP"
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.RI "\fIMiscellaneous math routines\&. \fP"
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.SS "Functions"

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.RI "void \fBmlpack::math::Center\fP (const arma::mat &x, arma::mat &xCentered)"
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.RI "\fICreates a centered matrix, where centering is done by subtracting the sum over the columns (a column vector) from each column of the matrix\&. \fP"
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.RI "void \fBmlpack::math::Orthogonalize\fP (const arma::mat &x, arma::mat &W)"
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.RI "\fIOrthogonalize x and return the result in W, using eigendecomposition\&. \fP"
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.RI "void \fBmlpack::math::Orthogonalize\fP (arma::mat &x)"
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.RI "\fIOrthogonalize x in-place\&. \fP"
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.RI "void \fBmlpack::math::RandVector\fP (arma::vec &v)"
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.RI "\fIOverwrites a dimension-N vector to a random vector on the unit sphere in R^N\&. \fP"
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.RI "void \fBmlpack::math::RemoveRows\fP (const arma::mat &input, const std::vector< size_t > &rowsToRemove, arma::mat &output)"
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.RI "\fIRemove a certain set of rows in a matrix while copying to a second matrix\&. \fP"
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.RI "void \fBmlpack::math::VectorPower\fP (arma::vec &vec, const double power)"
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.RI "\fIAuxiliary function to raise vector elements to a specific power\&. \fP"
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.RI "void \fBmlpack::math::WhitenUsingEig\fP (const arma::mat &x, arma::mat &xWhitened, arma::mat &whiteningMatrix)"
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.RI "\fIWhitens a matrix using the eigendecomposition of the covariance matrix\&. \fP"
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.RI "void \fBmlpack::math::WhitenUsingSVD\fP (const arma::mat &x, arma::mat &xWhitened, arma::mat &whiteningMatrix)"
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.RI "\fIWhitens a matrix using the singular value decomposition of the covariance matrix\&. \fP"
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.SH "Detailed Description"
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\fBAuthor:\fP
.RS 4
Nishant Mehta
.RE
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Linear algebra utilities\&.
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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 \fBlin_alg\&.hpp\fP\&.
.SH "Author"
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Generated automatically by Doxygen for MLPACK from the source code\&.