Classes
class	AccessorIterator
	Template class for matrix accessor's iterators. More...

struct	getVicinity
	This huge template encapsulates a function to get the vicinity of an element, with maximum genericity. More...

class	MatrixWrapper
	This template is a trick to switch the type of a variable using a boolean variable in the template. More...

class	MatrixWrapper< U, false >

class	MatrixWrapper< U, true >

class	ReverseAccessorIterator
	Template class for matrix accessor's iterators. More...

struct	TAuxResizer
	Internal resize which compiles to nothing on fixed-size matrices. More...

struct	TAuxResizer< MAT, -1 >

class	VicinityTraits
	The purpose of this class is to model traits for containers, so that they can be used as return values for the function CMatrixTemplate::getVicinity. More...

class	VicinityTraits< CMatrixFixedNumeric< T, D, D > >
	Vicinity traits class specialization for fixed size matrices. More...

class	VicinityTraits< CMatrixTemplateNumeric< T > >
	Vicinity traits class specialization for fixed size matrices. More...

Functions
template<typename T , typename U , bool UIsObject, typename FunctionType >
void	applyFunction (CBinaryRelation< T, U, UIsObject > &o, FunctionType fun, size_t e1, size_t e2, const T &T1, const T &T2)

template<typename T , typename U , bool UIsObject>
void	applyFunction (CBinaryRelation< T, U, UIsObject > &o, typename CBinaryRelation< T, U, UIsObject >::FunctionByReferencePass fun, size_t e1, size_t e2, const T &T1, const T &T2)
	Template specialization by reference type. More...

template<typename SCALAR >
double	internal_kmeans (const bool use_kmeansplusplus_method, const size_t nPoints, const size_t k, const size_t dims, const SCALAR points, const size_t attempts, SCALAR out_center, int *out_assignments)

template<class LIST_OF_VECTORS1 , class LIST_OF_VECTORS2 >
double	stub_kmeans (const bool use_kmeansplusplus_method, const size_t k, const LIST_OF_VECTORS1 &points, std::vector< int > &assignments, LIST_OF_VECTORS2 *out_centers, const size_t attempts)

template<class MATORG , class MATDEST >
void	extractMatrix (const MATORG &M, const size_t first_row, const size_t first_col, MATDEST &outMat)
	Extract a submatrix - The output matrix must be set to the required size before call. More...

template<>
double	internal_kmeans< double > (const bool use_kmeansplusplus_method, const size_t nPoints, const size_t k, const size_t dims, const double points, const size_t attempts, double out_center, int *out_assignments)

template<>
double	internal_kmeans< float > (const bool use_kmeansplusplus_method, const size_t nPoints, const size_t k, const size_t dims, const float points, const size_t attempts, float out_center, int *out_assignments)

Function Documentation

◆ applyFunction() [1/2]

template<typename T , typename U , bool UIsObject, typename FunctionType >

void mrpt::math::detail::applyFunction	(	CBinaryRelation< T, U, UIsObject > &	o,
		FunctionType	fun,
		size_t	e1,
		size_t	e2,
		const T &	T1,
		const T &	T2
	)

inline

Definition at line 563 of file CBinaryRelation.h.

References mrpt::math::CBinaryRelation< T, U, UIsObject >::getRelationValue().

◆ applyFunction() [2/2]

template<typename T , typename U , bool UIsObject>

void mrpt::math::detail::applyFunction	(	CBinaryRelation< T, U, UIsObject > &	o,
		typename CBinaryRelation< T, U, UIsObject >::FunctionByReferencePass	fun,
		size_t	e1,
		size_t	e2,
		const T &	T1,
		const T &	T2
	)

inline

Template specialization by reference type.

Definition at line 573 of file CBinaryRelation.h.

References mrpt::math::CBinaryRelation< T, U, UIsObject >::getRelationValue().

◆ extractMatrix()

template<class MATORG , class MATDEST >

void mrpt::math::detail::extractMatrix	(	const MATORG &	M,
		const size_t	first_row,
		const size_t	first_col,
		MATDEST &	outMat
	)

Extract a submatrix - The output matrix must be set to the required size before call.

Definition at line 215 of file ops_matrices.h.

References ASSERT_BELOWEQ_.

Referenced by mrpt::math::CMatrixTemplate< mrpt::math::TPoint3D >::extractColumns(), and mrpt::math::CMatrixTemplate< mrpt::math::TPoint3D >::extractRows().

◆ internal_kmeans()

template<typename SCALAR >

double mrpt::math::detail::internal_kmeans	(	const bool	use_kmeansplusplus_method,
		const size_t	nPoints,
		const size_t	k,
		const size_t	dims,
		const SCALAR *	points,
		const size_t	attempts,
		SCALAR *	out_center,
		int *	out_assignments
	)

Referenced by stub_kmeans().

◆ internal_kmeans< double >()

template<>

double mrpt::math::detail::internal_kmeans< double >	(	const bool	use_kmeansplusplus_method,
		const size_t	nPoints,
		const size_t	k,
		const size_t	dims,
		const double *	points,
		const size_t	attempts,
		double *	out_center,
		int *	out_assignments
	)

Definition at line 30 of file KMeans.cpp.

References MRPT_UNUSED_PARAM, and RunKMeans().

◆ internal_kmeans< float >()

template<>

double mrpt::math::detail::internal_kmeans< float >	(	const bool	use_kmeansplusplus_method,
		const size_t	nPoints,
		const size_t	k,
		const size_t	dims,
		const float *	points,
		const size_t	attempts,
		float *	out_center,
		int *	out_assignments
	)

Definition at line 42 of file KMeans.cpp.

References MRPT_UNUSED_PARAM, and RunKMeans().

◆ stub_kmeans()

template<class LIST_OF_VECTORS1 , class LIST_OF_VECTORS2 >

double mrpt::math::detail::stub_kmeans	(	const bool	use_kmeansplusplus_method,
		const size_t	k,
		const LIST_OF_VECTORS1 &	points,
		std::vector< int > &	assignments,
		LIST_OF_VECTORS2 *	out_centers,
		const size_t	attempts
	)

Definition at line 31 of file include/mrpt/math/kmeans.h.

References ASSERT_, ASSERTMSG_, internal_kmeans(), mrpt::system::os::memcpy(), MRPT_END, MRPT_START, and MRPT_UNUSED_PARAM.

Referenced by mrpt::math::kmeans(), and mrpt::math::kmeanspp().

Classes

Functions