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 CLASSNAME, to access methods potentially hidden by heritage.
const CovarianceDer< DataPoint, _NFilter, DiffType, T > &	covarianceDer () const
	Explicit conversion to CLASSNAME, 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 ()

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>
requires ProvidesBasketDiffUnitBase<T>&& ProvidesMeanPositionDerivative<T>&& ProvidesPositionCovariance<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 131 of file covariance.h.

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 CLASSNAME, 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 CLASSNAME, 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>
requires ProvidesBasketDiffUnitBase<T>&& ProvidesMeanPositionDerivative<T>&& ProvidesPositionCovariance<T>

FIT_RESULT CovarianceDer::finalize ( )

inline

Definition at line 141 of file covariance.h.

init()

template<class DataPoint, class _NFilter, int DiffType, typename T>
requires ProvidesBasketDiffUnitBase<T>&& ProvidesMeanPositionDerivative<T>&& ProvidesPositionCovariance<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 121 of file covariance.h.

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.