![]() |
HDIM
1.0.0
Packages for High Dimensional Linear Regression
|
| ▼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 > |