Ponca::CovarianceDer< DataPoint, _NFilter, DiffType, T > Class Template Reference

Internal generic class computing the derivatives of covariance matrix computed by covarianceBase. More...

#include <covariance.h>

Inheritance diagram for Ponca::CovarianceDer< DataPoint, _NFilter, DiffType, T >:

Collaboration diagram for Ponca::CovarianceDer< DataPoint, _NFilter, DiffType, T >:

Public Types
using	Scalar = typename DataPoint::Scalar
	Alias to scalar type.
using	VectorType = typename Base::VectorType
	Alias to vector type.
using	NeighborFilter = typename Base::NeighborFilter
	Alias to the filter applied on the neighbors.
using	MatrixType = typename DataPoint::MatrixType
	Alias to matrix type.
using	ScalarArray = typename Base::ScalarArray
	Alias to scalar derivatives array.
using	VectorArray = typename Base::VectorArray
	Alias to vector derivatives array.

Public Member Functions
CovarianceDer< DataPoint, _NFilter, DiffType, T > &	covarianceDer ()
	Explicit conversion to CovarianceDer , to access methods potentially hidden by heritage.
const CovarianceDer< DataPoint, _NFilter, DiffType, T > &	covarianceDer () const
	Explicit conversion to CovarianceDer , to access methods potentially hidden by heritage.
void	init ()
	Set the evaluation position and reset the internal states.
void	addLocalNeighbor (Scalar w, const VectorType &localQ, const DataPoint &attributes, ScalarArray &dw)
	Add a neighbor to perform the fit.
FIT_RESULT	finalize ()
	Finalize the procedure.

Protected Types
using	Base = T
	Base class of the procedure.

Protected Attributes
MatrixType	m_dCov [Base::NbDerivatives]
	Computation data: derivatives of the covariance matrix.

Detailed Description

template<class DataPoint, class _NFilter, int DiffType, typename T>
requires ProvidesBasketDiffUnitBase<T>&& ProvidesMeanPositionDerivative<T>&& ProvidesPositionCovariance<T>
class Ponca::CovarianceDer< DataPoint, _NFilter, DiffType, T >

Internal generic class computing the derivatives of covariance matrix computed by covarianceBase.

Definition at line 146 of file covariance.h.

Member Typedef Documentation

Base

template<class DataPoint , class _NFilter , int DiffType, typename T >

using Ponca::CovarianceDer< DataPoint, _NFilter, DiffType, T >::Base = T

protected

Base class of the procedure.

Definition at line 148 of file covariance.h.

MatrixType

template<class DataPoint , class _NFilter , int DiffType, typename T >

using Ponca::CovarianceDer< DataPoint, _NFilter, DiffType, T >::MatrixType = typename DataPoint::MatrixType

Alias to matrix type.

Definition at line 149 of file covariance.h.

NeighborFilter

template<class DataPoint , class _NFilter , int DiffType, typename T >

using Ponca::CovarianceDer< DataPoint, _NFilter, DiffType, T >::NeighborFilter = typename Base::NeighborFilter

Alias to the filter applied on the neighbors.

Definition at line 148 of file covariance.h.

Scalar

template<class DataPoint , class _NFilter , int DiffType, typename T >

using Ponca::CovarianceDer< DataPoint, _NFilter, DiffType, T >::Scalar = typename DataPoint::Scalar

Alias to scalar type.

Definition at line 148 of file covariance.h.

ScalarArray

template<class DataPoint , class _NFilter , int DiffType, typename T >

using Ponca::CovarianceDer< DataPoint, _NFilter, DiffType, T >::ScalarArray = typename Base::ScalarArray

Alias to scalar derivatives array.

Definition at line 150 of file covariance.h.

VectorArray

template<class DataPoint , class _NFilter , int DiffType, typename T >

using Ponca::CovarianceDer< DataPoint, _NFilter, DiffType, T >::VectorArray = typename Base::VectorArray

Alias to vector derivatives array.

Definition at line 150 of file covariance.h.

VectorType

template<class DataPoint , class _NFilter , int DiffType, typename T >

using Ponca::CovarianceDer< DataPoint, _NFilter, DiffType, T >::VectorType = typename Base::VectorType

Alias to vector type.

Definition at line 148 of file covariance.h.

Member Function Documentation

addLocalNeighbor()

template<class DataPoint , class _NFilter , int DiffType, typename T >

void CovarianceDer::addLocalNeighbor ( Scalar  w, const VectorType &  localQ, const DataPoint &  attributes, ScalarArray &  dw  )

inline

Add a neighbor to perform the fit.

Definition at line 130 of file covariance.hpp.

covarianceDer() [1/2]

template<class DataPoint , class _NFilter , int DiffType, typename T >

CovarianceDer< DataPoint, _NFilter, DiffType, T > & Ponca::CovarianceDer< DataPoint, _NFilter, DiffType, T >::covarianceDer ( )

inline

Explicit conversion to CovarianceDer , to access methods potentially hidden by heritage.

Definition at line 156 of file covariance.h.

covarianceDer() [2/2]

template<class DataPoint , class _NFilter , int DiffType, typename T >

const CovarianceDer< DataPoint, _NFilter, DiffType, T > & Ponca::CovarianceDer< DataPoint, _NFilter, DiffType, T >::covarianceDer ( ) const

inline

Explicit conversion to CovarianceDer , to access methods potentially hidden by heritage.

Definition at line 156 of file covariance.h.

finalize()

template<class DataPoint , class _NFilter , int DiffType, typename T >

FIT_RESULT CovarianceDer::finalize ( )

inline

Finalize the procedure.

Returns

Fitting Status

Warning

Must be called be for any use of the fitting output

Definition at line 140 of file covariance.hpp.

init()

template<class DataPoint , class _NFilter , int DiffType, typename T >

void CovarianceDer::init ( )

inline

Set the evaluation position and reset the internal states.

Warning

Must be called be for any computation (but * after #setNeighborFilter)

Definition at line 120 of file covariance.hpp.

Member Data Documentation

m_dCov

template<class DataPoint , class _NFilter , int DiffType, typename T >

MatrixType Ponca::CovarianceDer< DataPoint, _NFilter, DiffType, T >::m_dCov[Base::NbDerivatives]

protected

Computation data: derivatives of the covariance matrix.

Definition at line 153 of file covariance.h.