14 #ifndef __MLPACK_METHODS_QUIC_SVD_QUIC_SVD_HPP 15 #define __MLPACK_METHODS_QUIC_SVD_QUIC_SVD_HPP 76 const double epsilon = 0.03,
77 const double delta = 0.1);
102 #include "quic_svd_impl.hpp" Linear algebra utility functions, generally performed on matrices or vectors.
arma::mat basis
Subspace basis of the input dataset.
void ExtractSVD(arma::mat &u, arma::mat &v, arma::mat &sigma)
This function uses the vector subspace created using a cosine tree to calculate an approximate SVD of...
Include all of the base components required to write MLPACK methods, and the main MLPACK Doxygen docu...
QUIC_SVD(const arma::mat &dataset, arma::mat &u, arma::mat &v, arma::mat &sigma, const double epsilon=0.03, const double delta=0.1)
Constructor which implements the QUIC-SVD algorithm.
QUIC-SVD is a matrix factorization technique, which operates in a subspace such that A's approximatio...
const arma::mat & dataset
Matrix for which cosine tree is constructed.