HDIM
1.0.0
Packages for High Dimensional Linear Regression
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▼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 > |