lucid::Configuration Struct Reference

Simple dataclass used to store the configuration of the program. More...

#include <Configuration.h>

Public Types
enum class	Optimiser { GUROBI , ALGLIB , HIGHS , SOPLEX }
	Underlying optimiser to use. More...
enum class	Estimator { KERNEL_RIDGE_REGRESSOR , MODEL_ESTIMATOR }
	Estimator class to use for regression. More...
enum class	Kernel { GAUSSIAN_KERNEL }
	Kernel class to use for the estimator. More...
enum class	FeatureMap { LINEAR_TRUNCATED_FOURIER_FEATURE_MAP , CONSTANT_TRUNCATED_FOURIER_FEATURE_MAP , LOG_TRUNCATED_FOURIER_FEATURE_MAP }
	Feature map class to use for transformation. More...

Detailed Description

Simple dataclass used to store the configuration of the program.

Member Enumeration Documentation

Estimator

enum class lucid::Configuration::Estimator

strong

Estimator class to use for regression.

Enumerator
KERNEL_RIDGE_REGRESSOR	Kernel Ridge Regressor. Default option.
MODEL_ESTIMATOR	Model Estimator.

FeatureMap

enum class lucid::Configuration::FeatureMap

strong

Feature map class to use for transformation.

Enumerator
LINEAR_TRUNCATED_FOURIER_FEATURE_MAP	Linear Truncated Fourier Feature Map. Default option.
CONSTANT_TRUNCATED_FOURIER_FEATURE_MAP	Constant Truncated Fourier Feature Map.
LOG_TRUNCATED_FOURIER_FEATURE_MAP	Log Truncated Fourier Feature Map.

Kernel

enum class lucid::Configuration::Kernel

strong

Kernel class to use for the estimator.

Enumerator
GAUSSIAN_KERNEL	Gaussian Kernel. Default option.

Optimiser

enum class lucid::Configuration::Optimiser

strong

Underlying optimiser to use.

Enumerator
GUROBI	Gurobi optimiser. Default option.
ALGLIB	Alglib optimiser.
HIGHS	HiGHS optimiser.
SOPLEX	SOPLEX optimiser.

---

The documentation for this struct was generated from the following files:

• lucid/util/Configuration.h
• lucid/util/Configuration.cpp