Resampling algorithm functor classes. More...

Classes
class	vsmc::ResampleIndex< IntType >
	Record and trace resample index. More...

class	vsmc::ResampleMultinomial
	Multinomial resampling. More...

class	vsmc::ResampleResidual
	Residual resampling. More...

class	vsmc::ResampleResidualStratified
	Residual stratified resampling. More...

class	vsmc::ResampleResidualSystematic
	Residual systematic resampling. More...

class	vsmc::ResampleStratified
	Stratified resampling. More...

class	vsmc::ResampleSystematic
	Systematic resampling. More...

class	vsmc::ResampleTypeTrait< ResampleScheme >
	Type trait of ResampleScheme parameter. More...

class	vsmc::ResampleTypeTrait< Multinomial >
	Type trait of Multinomial scheme. More...

class	vsmc::ResampleTypeTrait< Residual >
	Type trait of Residual scheme. More...

class	vsmc::ResampleTypeTrait< ResidualStratified >
	Type trait of ResidualStratified scheme. More...

class	vsmc::ResampleTypeTrait< ResidualSystematic >
	Type trait of ResidualSystematic scheme. More...

class	vsmc::ResampleTypeTrait< Stratified >
	Type trait of Stratified scheme. More...

class	vsmc::ResampleTypeTrait< Systematic >
	Type trait of Systematic scheme. More...

Typedefs
template<ResampleScheme Scheme>
using	vsmc::ResampleType = typename ResampleTypeTrait< Scheme >::type
	Type of resample class corresponding to ResampleScheme parameter. More...

Functions
template<typename IntType1 , typename IntType2 >
void	vsmc::resample_trans_index_rep (std::size_t M, std::size_t N, const IntType1 index, IntType2 replication)
	Transform parent indices into replication numbers. More...

template<typename IntType1 , typename IntType2 >
void	vsmc::resample_trans_rep_index (std::size_t M, std::size_t N, const IntType1 replication, IntType2 index)
	Transform replication numbers into parent indices. More...

template<typename IntType >
std::size_t	vsmc::resample_trans_residual (std::size_t M, std::size_t N, const double weight, double resid, IntType *integ)
	Transform normalized weights to normalized residual and integrals, and return the number of remaining elements to be resampled. More...

template<typename IntType , typename U01SeqType >
void	vsmc::resample_trans_u01_index (std::size_t M, std::size_t N, const double weight, U01SeqType &&u01seq, IntType index)
	Transform uniform [0, 1] sequence into parent indices. More...

template<typename IntType , typename U01SeqType >
void	vsmc::resample_trans_u01_rep (std::size_t M, std::size_t N, const double weight, U01SeqType &&u01seq, IntType replication)
	Transform uniform [0, 1] sequence into replication numbers. More...

Detailed Description

Resampling algorithm functor classes.

Typedef Documentation

template<ResampleScheme Scheme>

using vsmc::ResampleType = typedef typename ResampleTypeTrait<Scheme>::type

Type of resample class corresponding to ResampleScheme parameter.

Definition at line 50 of file common.hpp.

template<typename IntType1 , typename IntType2 >

void vsmc::resample_trans_index_rep	(	std::size_t	M,
		std::size_t	N,
		const IntType1 *	index,
		IntType2 *	replication
	)

inline

Transform parent indices into replication numbers.

Definition at line 139 of file transform.hpp.

template<typename IntType1 , typename IntType2 >

void vsmc::resample_trans_rep_index	(	std::size_t	M,
		std::size_t	N,
		const IntType1 *	replication,
		IntType2 *	index
	)

inline

Transform replication numbers into parent indices.

Definition at line 100 of file transform.hpp.

template<typename IntType >

std::size_t vsmc::resample_trans_residual	(	std::size_t	M,
		std::size_t	N,
		const double *	weight,
		double *	resid,
		IntType *	integ
	)

inline

Transform normalized weights to normalized residual and integrals, and return the number of remaining elements to be resampled.

Definition at line 155 of file transform.hpp.

template<typename IntType , typename U01SeqType >

void vsmc::resample_trans_u01_index	(	std::size_t	M,
		std::size_t	N,
		const double *	weight,
		U01SeqType &&	u01seq,
		IntType *	index
	)

inline

Transform uniform [0, 1] sequence into parent indices.

Definition at line 76 of file transform.hpp.

template<typename IntType , typename U01SeqType >

void vsmc::resample_trans_u01_rep	(	std::size_t	M,
		std::size_t	N,
		const double *	weight,
		U01SeqType &&	u01seq,
		IntType *	replication
	)

inline

Transform uniform [0, 1] sequence into replication numbers.

Definition at line 43 of file transform.hpp.