#include <FunctionProx.hpp>
Inheritance diagram for l1:
Collaboration diagram for l1:
Public Member Functions | |
| virtual double | evaluate (LocalDenseMatrixType &W) |
| virtual void | proxoperator (LocalDenseMatrixType &W, double lambda, LocalDenseMatrixType &mu, LocalDenseMatrixType &P) |
| double | soft_threshold (double x, double lambda) |
Detailed Description
Definition at line 93 of file FunctionProx.hpp.
Member Function Documentation
| double l1::evaluate | ( | LocalDenseMatrixType & | W | ) | [virtual] |
Implements regularization.
Definition at line 520 of file FunctionProx.hpp.
| void l1::proxoperator | ( | LocalDenseMatrixType & | W, |
| double | lambda, | ||
| LocalDenseMatrixType & | mu, | ||
| LocalDenseMatrixType & | P | ||
| ) | [virtual] |
Implements regularization.
Definition at line 536 of file FunctionProx.hpp.
References soft_threshold().
Here is the call graph for this function:
| double l1::soft_threshold | ( | double | x, |
| double | lambda | ||
| ) |
Definition at line 525 of file FunctionProx.hpp.
Referenced by proxoperator().
The documentation for this class was generated from the following file:
- /var/lib/jenkins/jobs/Skylark/workspace/ml/FunctionProx.hpp
