slope 0.29.0
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setup_loss.cpp
1#include "setup_loss.h"
2#include "logistic.h"
3#include "multinomial.h"
4#include "poisson.h"
5#include "quadratic.h"
6
7namespace slope {
8
9std::unique_ptr<Loss>
10setupLoss(const std::string& loss)
11{
12 if (loss == "logistic")
13 return std::make_unique<Logistic>();
14 else if (loss == "poisson")
15 return std::make_unique<Poisson>();
16 else if (loss == "multinomial")
17 return std::make_unique<Multinomial>();
18
19 // else Quadratic
20 return std::make_unique<Quadratic>();
21}
22
23}
logistic.h
Logistic loss function implementation for SLOPE algorithm.
multinomial.h
Multinomial loss function implementation for SLOPE algorithm.
slope
Namespace containing SLOPE regression implementation.
Definition clusters.cpp:5
slope::setupLoss
std::unique_ptr< Loss > setupLoss(const std::string &loss)
Factory function to create the appropriate loss function based on the distribution family.
Definition setup_loss.cpp:10
poisson.h
Poisson loss function implementation for SLOPE algorithm.
quadratic.h
Quadratic loss function implementation for SLOPE algorithm.
setup_loss.h
Factory function to create the appropriate loss function based on.