HDIM  1.0.0
Packages for High Dimensional Linear Regression
Class Hierarchy

Go to the graphical class hierarchy

This inheritance list is sorted roughly, but not completely, alphabetically:
[detail level 123]
 Chdim::internal::AbstractSolver< T >Abstract base class for all iterative solvers
 Chdim::internal::ScreeningSolver< T >Abstract base class for Solvers that use GAP SAFE screening rules
 Chdim::internal::Solver< T >Abstract base class for solvers that do not make use of GAP SAFE screening rules
 Chdim::CoordinateDescentWithScreen< T >
 CBase
 Chdim::internal::SubGradientSolver< T, Base >Abstract base class for Sub-Gradient Descent algorithms ,such as ISTA and FISTA, with backtracking line search
 Chdim::FISTA< T, Base >Run the Fast Iterative Shrinking and Thresholding Algorthim
 Chdim::ISTA< T, Base >Run the Iterative Shrinking and Thresholding Algorthim
 Chdim::LazyCoordinateDescent< T, Base >
 Chdim::Binarize< T >Functor to convert vector of values into support vector
 Chdim::FOS< T >The main FOS algorithim
 Chdim::SoftThres< T >Soft Threshold functor used to apply hdim::soft_threshold to each element in a matrix or vector
 Chdim::SupportSift< T >
 Chdim::X_FOS< T >The FOS algorithim
 CJS_FOS< T >