Statistics.h File Reference
#include <shark/Data/Dataset.h>
#include "Impl/Statistics.inl"

Go to the source code of this file.

Namespaces

 shark
 AbstractMultiObjectiveOptimizer.
 

Functions

template<class Vec1T , class Vec2T , class Vec3T , class Device >
void shark::meanvar (Data< Vec1T > const &data, blas::vector_container< Vec2T, Device > &mean, blas::vector_container< Vec3T, Device > &variance)
 Calculates the mean and variance values of the input data. More...
 
template<class Vec1T , class Vec2T , class MatT , class Device >
void shark::meanvar (Data< Vec1T > const &data, blas::vector_container< Vec2T, Device > &mean, blas::matrix_container< MatT, Device > &variance)
 Calculates the mean, variance and covariance values of the input data. More...
 
template<class VectorType >
VectorType shark::mean (Data< VectorType > const &data)
 Calculates the mean vector of the input vectors. More...
 
template<class VectorType >
VectorType shark::mean (UnlabeledData< VectorType > const &data)
 
template<class VectorType >
VectorType shark::variance (Data< VectorType > const &data)
 Calculates the variance vector of the input vectors. More...
 
template<class VectorType >
blas::matrix< typename VectorType::value_type > shark::covariance (Data< VectorType > const &data)
 Calculates the covariance matrix of the data vectors. More...