mlpack-doxygen/lin__alg_8hpp_source.html

 #ifndef MLPACK_CORE_MATH_LIN_ALG_HPP
 #define MLPACK_CORE_MATH_LIN_ALG_HPP

 #include <mlpack/prereqs.hpp>

 namespace mlpack {
 namespace math {

 void VectorPower(arma::vec& vec, const double power);

 void Center(const arma::mat& x, arma::mat& xCentered);

 void WhitenUsingSVD(const arma::mat& x,
                     arma::mat& xWhitened,
                     arma::mat& whiteningMatrix);

 void WhitenUsingEig(const arma::mat& x,
                     arma::mat& xWhitened,
                     arma::mat& whiteningMatrix);

 void RandVector(arma::vec& v);

 void Orthogonalize(const arma::mat& x, arma::mat& W);

 void Orthogonalize(arma::mat& x);

 void RemoveRows(const arma::mat& input,
                 const std::vector<size_t>& rowsToRemove,
                 arma::mat& output);

 void Svec(const arma::mat& input, arma::vec& output);

 void Svec(const arma::sp_mat& input, arma::sp_vec& output);

 void Smat(const arma::vec& input, arma::mat& output);

 inline size_t SvecIndex(size_t i, size_t j, size_t n);

 void SymKronId(const arma::mat& A, arma::mat& op);

 } // namespace math
 } // namespace mlpack

 // Partially include implementation
 #include "lin_alg_impl.hpp"

 #endif // MLPACK_CORE_MATH_LIN_ALG_HPP
mlpack::math::Orthogonalize
void Orthogonalize(const arma::mat &x, arma::mat &W)
Orthogonalize x and return the result in W, using eigendecomposition.

mlpack::math::VectorPower
void VectorPower(arma::vec &vec, const double power)
Auxiliary function to raise vector elements to a specific power.

mlpack::math::RemoveRows
void RemoveRows(const arma::mat &input, const std::vector< size_t > &rowsToRemove, arma::mat &output)
Remove a certain set of rows in a matrix while copying to a second matrix.

mlpack
Linear algebra utility functions, generally performed on matrices or vectors.
Definition: binarize.hpp:18

prereqs.hpp
The core includes that mlpack expects; standard C++ includes and Armadillo.

mlpack::math::SymKronId
void SymKronId(const arma::mat &A, arma::mat &op)
If A is a symmetric matrix, then SymKronId returns an operator Op such that.

mlpack::math::Smat
void Smat(const arma::vec &input, arma::mat &output)
The inverse of Svec.

mlpack::math::WhitenUsingEig
void WhitenUsingEig(const arma::mat &x, arma::mat &xWhitened, arma::mat &whiteningMatrix)
Whitens a matrix using the eigendecomposition of the covariance matrix.

mlpack::math::WhitenUsingSVD
void WhitenUsingSVD(const arma::mat &x, arma::mat &xWhitened, arma::mat &whiteningMatrix)
Whitens a matrix using the singular value decomposition of the covariance matrix. ...

mlpack::math::SvecIndex
size_t SvecIndex(size_t i, size_t j, size_t n)
Return the index such that A[i,j] == factr(i, j) * svec(A)[pos(i, j)], where factr(i, j) = sqrt(2) if i != j and 1 otherwise.

mlpack::math::RandVector
void RandVector(arma::vec &v)
Overwrites a dimension-N vector to a random vector on the unit sphere in R^N.

mlpack::math::Svec
void Svec(const arma::mat &input, arma::vec &output)
Upper triangular representation of a symmetric matrix, scaled such that, dot(Svec(A), Svec(B)) == dot(A, B) for symmetric A, B.

mlpack::math::Center
void Center(const arma::mat &x, arma::mat &xCentered)
Creates a centered matrix, where centering is done by subtracting the sum over the columns (a column ...