SG++-Doxygen-Documentation
KernelDensityEstimator.hpp File Reference

Classes

class  sgpp::datadriven::EpanechnikovKernel
 
class  sgpp::datadriven::GaussianKernel
 
class  sgpp::datadriven::KDEMaximumLikelihoodCrossValidation
 
class  sgpp::datadriven::Kernel
 
class  sgpp::datadriven::KernelDensityEstimator
 
class  sgpp::datadriven::MaximumLikelihoodCrossValidation
 
class  sgpp::datadriven::RuleOfThumb
 
class  sgpp::datadriven::ScottsRule
 
class  sgpp::datadriven::SilvermansRule
 

Namespaces

 sgpp
 This header contains some utility functions.
 
 sgpp::datadriven
 

Macros

#define M_SQRT2PI   2.506628274631000241612355239340 /* sqrt(2*pi) */
 

Enumerations

enum  sgpp::datadriven::BandwidthOptimizationType { sgpp::datadriven::BandwidthOptimizationType::NONE, sgpp::datadriven::BandwidthOptimizationType::SILVERMANSRULE, sgpp::datadriven::BandwidthOptimizationType::SCOTTSRULE, sgpp::datadriven::BandwidthOptimizationType::MAXIMUMLIKELIHOOD }
 
enum  sgpp::datadriven::KernelType { sgpp::datadriven::KernelType::GAUSSIAN, sgpp::datadriven::KernelType::EPANECHNIKOV }
 

Macro Definition Documentation

#define M_SQRT2PI   2.506628274631000241612355239340 /* sqrt(2*pi) */