This is the complete list of members for
mlpack::regression::LARS, including all inherited members.
Activate(const size_t varInd) | mlpack::regression::LARS | [private] |
activeSet | mlpack::regression::LARS | [private] |
ActiveSet() const | mlpack::regression::LARS | [inline] |
BetaPath() const | mlpack::regression::LARS | [inline] |
betaPath | mlpack::regression::LARS | [private] |
CholeskyDelete(const size_t colToKill) | mlpack::regression::LARS | [private] |
CholeskyInsert(const arma::vec &newX, const arma::mat &X) | mlpack::regression::LARS | [private] |
CholeskyInsert(double sqNormNewX, const arma::vec &newGramCol) | mlpack::regression::LARS | [private] |
ComputeYHatDirection(const arma::mat &matX, const arma::vec &betaDirection, arma::vec &yHatDirection) | mlpack::regression::LARS | [private] |
Deactivate(const size_t activeVarInd) | mlpack::regression::LARS | [private] |
elasticNet | mlpack::regression::LARS | [private] |
GivensRotate(const arma::vec::fixed< 2 > &x, arma::vec::fixed< 2 > &rotatedX, arma::mat &G) | mlpack::regression::LARS | [private] |
InterpolateBeta() | mlpack::regression::LARS | [private] |
isActive | mlpack::regression::LARS | [private] |
lambda1 | mlpack::regression::LARS | [private] |
lambda2 | mlpack::regression::LARS | [private] |
LambdaPath() const | mlpack::regression::LARS | [inline] |
lambdaPath | mlpack::regression::LARS | [private] |
LARS(const bool useCholesky, const double lambda1=0.0, const double lambda2=0.0, const double tolerance=1e-16) | mlpack::regression::LARS | |
LARS(const bool useCholesky, const arma::mat &gramMatrix, const double lambda1=0.0, const double lambda2=0.0, const double tolerance=1e-16) | mlpack::regression::LARS | |
lasso | mlpack::regression::LARS | [private] |
matGram | mlpack::regression::LARS | [private] |
matGramInternal | mlpack::regression::LARS | [private] |
MatUtriCholFactor() const | mlpack::regression::LARS | [inline] |
matUtriCholFactor | mlpack::regression::LARS | [private] |
Regress(const arma::mat &data, const arma::vec &responses, arma::vec &beta, const bool rowMajor=false) | mlpack::regression::LARS | |
tolerance | mlpack::regression::LARS | [private] |
useCholesky | mlpack::regression::LARS | [private] |