quic_svd.hpp

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#ifndef MLPACK_METHODS_QUIC_SVD_QUIC_SVD_HPP
#define MLPACK_METHODS_QUIC_SVD_QUIC_SVD_HPP
 
#include <mlpack/prereqs.hpp>
#include <mlpack/core/tree/cosine_tree/cosine_tree.hpp>
 
namespace mlpack {
namespace svd {
 
class QUIC_SVD
{
 public:
  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);
 
  void ExtractSVD(arma::mat& u, arma::mat& v, arma::mat& sigma);
 
 private:
  const arma::mat& dataset;
  arma::mat basis;
};
 
} // namespace svd
} // namespace mlpack
 
#endif