vsmc Namespace Reference

Namespaces
	internal

Classes
class	AESNIGenerator
	RNG generator using AES-NI instructions. More...
class	AlignedAllocator
	Aligned allocator. More...
class	AlignedMemoryMKL
	Aligned memory using Intel MKL mkl_malloc and mkl_free More...
class	AlignedMemorySTD
	Aligned memory using std::malloc and std::free More...
class	AlignedMemorySYS
	Aligned memory using native system aligned memory allocation. More...
class	AlignedMemoryTBB
	Aligned memory using Intel TBB scalable_aligned_malloc and scalable_aligned_free. More...
class	ARSKeySeq
	Default ARSEngine key sequence generator. More...
class	ARSWeylConstantTrait
	ARSEngine Weyl sequence constants. More...
class	BernoulliDistribution
	Bernoulli distribution. More...
class	BernoulliIntDistribution
class	BetaDistribution
	beta distribution More...
class	CauchyDistribution
	Cauchy distribution. More...
class	ChiSquaredDistribution
	The \(\chi^2\) distribution. More...
class	CounterEngine
	Counter based RNG engine. More...
class	DiscreteDistribution
	Draw a single sample given weights. More...
class	ExponentialDistribution
	Exponential distribution. More...
class	ExtremeValueDistribution
	ExtremeValue distribution. More...
class	FisherFDistribution
	Fisher-F distribution. More...
class	GammaDistribution
	Gamma distribution. More...
class	InitializeBase
	Initialize base dispatch class. More...
class	InitializeBase< T, Virtual >
	Initilaize base dispatch class. More...
class	InitializeOMP
	Sampler<T>::init_type subtype using OpenMP. More...
class	InitializeSEQ
	Sampler<T>::init_type subtype. More...
class	InitializeTBB
	Sampler<T>::init_type subtype using Intel Threading Building Blocks. More...
class	LaplaceDistribution
	Laplace distribution. More...
class	LevyDistribution
	Levy distribution. More...
class	LogisticDistribution
	Logistic distribution. More...
class	LognormalDistribution
	Lognormal distribution. More...
class	MKLBase
	MKL resource management base class. More...
class	MKLConvTask
	MKL VSLConvTaskPtr More...
class	MKLCorrTask
	MKL VSLCorrTaskPtr More...
class	MKLDFTask
	MKL DFTaskPtr More...
class	MKLEngine
	MKL RNG C++11 engine. More...
class	MKLSSTask
	MKL VSLSSTaskPtr More...
class	MKLStream
	MKL VSLStreamStatePtr More...
class	Monitor
	Monitor for Monte Carlo integration. More...
class	MonitorEvalBase
	Monitor evalution base dispatch class. More...
class	MonitorEvalBase< T, Virtual >
	Monitor evalution base dispatch class. More...
class	MonitorEvalOMP
	Monitor<T>::eval_type subtype using OpenMP. More...
class	MonitorEvalSEQ
	Monitor<T>::eval_type subtype. More...
class	MonitorEvalTBB
	Monitor<T>::eval_type subtype using Intel Threading Building Blocks. More...
class	MoveBase
	Move base dispatch class. More...
class	MoveBase< T, Virtual >
	Move base dispatch class. More...
class	MoveOMP
	Sampler<T>::move_type subtype using OpenMP. More...
class	MoveSEQ
	Sampler<T>::move_type subtype. More...
class	MoveTBB
	Sampler<T>::move_type subtype using Intel Threading Building Blocks. More...
class	NormalDistribution
	Normal distribution. More...
class	ParetoDistribution
	Pareto distribution. More...
class	Particle
	Particle class representing the whole particle set. More...
class	Path
	Monitor for Path sampling. More...
class	PathEvalBase
	Path evalution base dispatch class. More...
class	PathEvalBase< T, Virtual >
	Path evalution base dispatch class. More...
class	PathEvalOMP
	Path<T>::eval_type subtype using OpenMP. More...
class	PathEvalSEQ
	Path<T>::eval_type subtype. More...
class	PathEvalTBB
	Path<T>::eval_type subtype using Intel Threading Building Blocks. More...
class	PhiloxGenerator
	Philox RNG generator. More...
class	ProgramOption
	Program option base class. More...
class	ProgramOptionDefault
	Option with a default value. More...
class	ProgramOptionHelp
	Option --help More...
class	ProgramOptionMap
	A map of ProgramOption. More...
class	ProgramOptionScalar
	Option with a single value. More...
class	ProgramOptionVector
	Option with multiple values. More...
class	Progress
	Display a progress bar while algorithm proceed. More...
class	RayleighDistribution
	Rayleigh distribution. More...
class	RDRANDEngine
	RDRAND generator. More...
class	ResampleIndex
	Record and trace resample index. More...
class	ResampleMultinomial
	Multinomial resampling. More...
class	ResampleResidual
	Residual resampling. More...
class	ResampleResidualStratified
	Residual stratified resampling. More...
class	ResampleResidualSystematic
	Residual systematic resampling. More...
class	ResampleRNGTypeTrait
	Particle::resample_rng_type trait. More...
class	ResampleStratified
	Stratified resampling. More...
class	ResampleSystematic
	Systematic resampling. More...
class	ResampleTypeTrait
	Type trait of ResampleScheme parameter. More...
class	ResampleTypeTrait< Multinomial >
	Type trait of Multinomial scheme. More...
class	ResampleTypeTrait< Residual >
	Type trait of Residual scheme. More...
class	ResampleTypeTrait< ResidualStratified >
	Type trait of ResidualStratified scheme. More...
class	ResampleTypeTrait< ResidualSystematic >
	Type trait of ResidualSystematic scheme. More...
class	ResampleTypeTrait< Stratified >
	Type trait of Stratified scheme. More...
class	ResampleTypeTrait< Systematic >
	Type trait of Systematic scheme. More...
class	RNGSetScalar
	Scalar RNG set. More...
class	RNGSetTypeTrait
	Particle::rng_set_type trait. More...
class	RNGSetVector
	Vector RNG set. More...
class	RuntimeAssert
class	RuntimeWarning
class	Sampler
	SMC Sampler. More...
class	SeedGenerator
	Seed generator. More...
class	SeedGenerator< ID, std::array< T, K > >
	Seed generator counters. More...
class	SingleParticle
	A thin wrapper over a complete Particle. More...
class	SingleParticleBase
	A thin wrapper over a complete Particle. More...
class	SingleParticleBaseTypeTrait
	SingleParticle base class trait. More...
class	SizeTypeTrait
	Particle::size_type etc., traits. More...
class	StateCL
class	StateMatrix
class	StateMatrix< ColMajor, Dim, T >
	Particle::value_type subtype. More...
class	StateMatrix< RowMajor, Dim, T >
	Particle::value_type subtype. More...
class	StateMatrixBase
	Base type of StateMatrix. More...
class	StateOMP
	Particle::value_type subtype using OpenMP. More...
class	StateTBB
	Particle::value_type subtype using Intel Threading Building Blocks. More...
class	StopWatchClockAdapter
	StopWatch as an adapter of C++11 clock. More...
class	StopWatchGuard
	Start and stop a StopWatch in scope (similiar to a mutex lock guard) More...
class	StudentTDistribution
	Student-t distribution. More...
class	ThreefryGeneratorGeneric
	Threefry RNG generator. More...
class	U01
class	U01LRDistribution
	Standard uniform distribution with open/closed variants. More...
class	U01SequenceSorted
	Generate a fixed length sequence of uniform \([0,1)\) random variates by sorting. More...
class	U01SequenceStratified
	Generate a fixed length sequence of uniform \([0,1)\) random variates by stratified sampling. More...
class	U01SequenceSystematic
	Generate a fixed length sequence of uniform \([0,1)\) random variates by systematic sampling. More...
class	UniformBitsDistribution
	Uniform bits distribution. More...
class	UniformRealLRDistribution
	Uniform real distribution with open/closed variants. More...
class	WeibullDistribution
	Weibull distribution. More...
class	Weight
	Weight class. More...
class	WeightNull
	An empty weight set class. More...
class	WeightTypeTrait
	Particle::weight_type trait. More...

Typedefs
using	AES128 = AES128Engine< std::uint32_t >
	AES-128 RNG engine with 32-bits integers output and default blocks. More...
using	AES128_1x32 = AES128Engine< std::uint32_t, 1 >
	AES-128 RNG engine with 32-bits integers output and 1 block. More...
using	AES128_1x64 = AES128Engine< std::uint64_t, 1 >
	AES-128 RNG engine with 64-bits integers output and 1 block. More...
using	AES128_2x32 = AES128Engine< std::uint32_t, 2 >
	AES-128 RNG engine with 32-bits integers output and 2 blocks. More...
using	AES128_2x64 = AES128Engine< std::uint64_t, 2 >
	AES-128 RNG engine with 64-bits integers output and 2 blocks. More...
using	AES128_4x32 = AES128Engine< std::uint32_t, 4 >
	AES-128 RNG engine with 32-bits integers output and 4 blocks. More...
using	AES128_4x64 = AES128Engine< std::uint64_t, 4 >
	AES-128 RNG engine with 64-bits integers output and 4 blocks. More...
using	AES128_64 = AES128Engine< std::uint64_t >
	AES-128 RNG engine with 64-bits integers output and default blocks. More...
using	AES128_8x32 = AES128Engine< std::uint32_t, 8 >
	AES-128 RNG engine with 32-bits integers output and 8 blocks. More...
using	AES128_8x64 = AES128Engine< std::uint64_t, 8 >
	AES-128 RNG engine with 64-bits integers output and 8 blocks. More...
template<typename ResultType , std::size_t Blocks = 4>
using	AES128Engine = AESNIEngine< ResultType, AES128KeySeq< ResultType, 10 >, 10, Blocks >
	AES-128 RNG engine. More...
template<typename ResultType , std::size_t Rounds>
using	AES128KeySeq = internal::AESKeySeq< ResultType, Rounds, internal::AES128KeySeqGenerator< ResultType >>
	AES128Engine key sequence generator. More...
using	AES192 = AES192Engine< std::uint32_t >
	AES-192 RNG engine with 32-bits integers output and default blocks. More...
using	AES192_1x32 = AES192Engine< std::uint32_t, 1 >
	AES-192 RNG engine with 32-bits integers output and 1 block. More...
using	AES192_1x64 = AES192Engine< std::uint64_t, 1 >
	AES-192 RNG engine with 64-bits integers output and 1 block. More...
using	AES192_2x32 = AES192Engine< std::uint32_t, 2 >
	AES-192 RNG engine with 32-bits integers output and 2 blocks. More...
using	AES192_2x64 = AES192Engine< std::uint64_t, 2 >
	AES-192 RNG engine with 64-bits integers output and 2 blocks. More...
using	AES192_4x32 = AES192Engine< std::uint32_t, 4 >
	AES-192 RNG engine with 32-bits integers output and 4 blocks. More...
using	AES192_4x64 = AES192Engine< std::uint64_t, 4 >
	AES-192 RNG engine with 64-bits integers output and 4 blocks. More...
using	AES192_64 = AES192Engine< std::uint64_t >
	AES-192 RNG engine with 64-bits integers output and default blocks. More...
using	AES192_8x32 = AES192Engine< std::uint32_t, 8 >
	AES-192 RNG engine with 32-bits integers output and 8 blocks. More...
using	AES192_8x64 = AES192Engine< std::uint64_t, 8 >
	AES-192 RNG engine with 64-bits integers output and 8 blocks. More...
template<typename ResultType , std::size_t Blocks = 4>
using	AES192Engine = AESNIEngine< ResultType, AES192KeySeq< ResultType, 12 >, 12, Blocks >
	AES-192 RNG engine. More...
template<typename ResultType , std::size_t Rounds>
using	AES192KeySeq = internal::AESKeySeq< ResultType, Rounds, internal::AES192KeySeqGenerator< ResultType >>
	AES192Engine key sequence generator. More...
using	AES256 = AES256Engine< std::uint32_t >
	AES-256 RNG engine with 32-bits integers output and default blocks. More...
using	AES256_1x32 = AES256Engine< std::uint32_t, 1 >
	AES-256 RNG engine with 32-bits integers output and 1 block. More...
using	AES256_1x64 = AES256Engine< std::uint64_t, 1 >
	AES-256 RNG engine with 64-bits integers output and 1 block. More...
using	AES256_2x32 = AES256Engine< std::uint32_t, 2 >
	AES-256 RNG engine with 32-bits integers output and 2 blocks. More...
using	AES256_2x64 = AES256Engine< std::uint64_t, 2 >
	AES-256 RNG engine with 64-bits integers output and 2 blocks. More...
using	AES256_4x32 = AES256Engine< std::uint32_t, 4 >
	AES-256 RNG engine with 32-bits integers output and 4 blocks. More...
using	AES256_4x64 = AES256Engine< std::uint64_t, 4 >
	AES-256 RNG engine with 64-bits integers output and 4 blocks. More...
using	AES256_64 = AES256Engine< std::uint64_t >
	AES-256 RNG engine with 64-bits integers output and default blocks. More...
using	AES256_8x32 = AES256Engine< std::uint32_t, 8 >
	AES-256 RNG engine with 32-bits integers output and 8 blocks. More...
using	AES256_8x64 = AES256Engine< std::uint64_t, 8 >
	AES-256 RNG engine with 64-bits integers output and 8 blocks. More...
template<typename ResultType , std::size_t Blocks = 4>
using	AES256Engine = AESNIEngine< ResultType, AES256KeySeq< ResultType, 14 >, 14, Blocks >
	AES-256 RNG engine. More...
template<typename ResultType , std::size_t Rounds>
using	AES256KeySeq = internal::AESKeySeq< ResultType, Rounds, internal::AES256KeySeqGenerator< ResultType >>
	AES256Engine key sequence generator. More...
template<typename ResultType , typename KeySeqType , std::size_t Rounds, std::size_t Blocks>
using	AESNIEngine = CounterEngine< AESNIGenerator< ResultType, KeySeqType, Rounds, Blocks >>
	RNG engine using AES-NI instructions. More...
using	AlignedMemory = ::vsmc::AlignedMemoryTBB
	Default AlignedMemory type. More...
template<typename T >
using	AlignedVector = std::vector< T, AlignedAllocator< T >>
	Vector type using AlignedAllocator. More...
template<typename T >
using	Allocator = typename std::conditional< std::is_scalar< T >::value, AlignedAllocator< T >, std::allocator< T >>::type
	AlignedAllocator for scalar type and std::allocator for others. More...
using	ARS = ARSEngine< std::uint32_t >
	ARS RNG engine with 32-bits integers output, default blocks and default rounds. More...
using	ARS_1x32 = ARSEngine< std::uint32_t, 5, 1 >
	ARS RNG engine with 32-bits integers output, 1 block and default rounds. More...
using	ARS_1x64 = ARSEngine< std::uint64_t, 5, 1 >
	ARS RNG engine with 64-bits integers output, 1 block and default rounds. More...
using	ARS_2x32 = ARSEngine< std::uint32_t, 5, 2 >
	ARS RNG engine with 32-bits integers output, 2 blocks and default rounds. More...
using	ARS_2x64 = ARSEngine< std::uint64_t, 5, 2 >
	ARS RNG engine with 64-bits integers output, 2 blocks and default rounds. More...
using	ARS_4x32 = ARSEngine< std::uint32_t, 5, 4 >
	ARS RNG engine with 32-bits integers output, 4 blocks and default rounds. More...
using	ARS_4x64 = ARSEngine< std::uint64_t, 5, 4 >
	ARS RNG engine with 64-bits integers output, 4 blocks and default rounds. More...
using	ARS_64 = ARSEngine< std::uint64_t >
	ARS RNG engine with 64-bits integers output, default blocks and default rounds. More...
using	ARS_8x32 = ARSEngine< std::uint32_t, 5, 8 >
	ARS RNG engine with 32-bits integers output, 8 blocks and default rounds. More...
using	ARS_8x64 = ARSEngine< std::uint64_t, 5, 8 >
	ARS RNG engine with 64-bits integers output, 8 blocks and default rounds. More...
template<typename ResultType , std::size_t Rounds = 5, std::size_t Blocks = 4>
using	ARSEngine = AESNIEngine< ResultType, ARSKeySeq< ResultType >, Rounds, Blocks >
	ARS RNG engine. More...
using	MKL_MCG59 = MKLEngine< VSL_BRNG_MCG59, 32 >
	A 59-bits multiplicative congruential generator. More...
using	MKL_MCG59_64 = MKLEngine< VSL_BRNG_MCG59, 64 >
	A 59-bits multiplicative congruential generator (64-bits) More...
using	MKL_MT19937 = MKLEngine< VSL_BRNG_MT19937, 32 >
	A Mersenne-Twister pseudoranom number genertor. More...
using	MKL_MT19937_64 = MKLEngine< VSL_BRNG_MT19937, 64 >
	A Mersenne-Twister pseudoranom number genertor (64-bits) More...
using	MKL_MT2203 = MKLEngine< VSL_BRNG_MT2203, 32 >
	A set of 6024 Mersenne-Twister pseudoranom number genertor. More...
using	MKL_MT2203_64 = MKLEngine< VSL_BRNG_MT2203, 64 >
	A set of 6024 Mersenne-Twister pseudoranom number genertor (64-bits) More...
using	MKL_NONDETERM = MKLEngine< VSL_BRNG_NONDETERM, 32 >
	A non-determinstic random number generator. More...
using	MKL_NONDETERM_64 = MKLEngine< VSL_BRNG_NONDETERM, 64 >
	A non-determinstic random number generator (64-bits) More...
using	MKL_SFMT19937 = MKLEngine< VSL_BRNG_SFMT19937, 32 >
	A SIMD-oriented fast Mersenne-Twister pseudoranom number genertor. More...
using	MKL_SFMT19937_64 = MKLEngine< VSL_BRNG_SFMT19937, 64 >
	A SIMD-oriented fast Mersenne-Twister pseudoranom number genertor (64-bits) More...
using	Philox = PhiloxEngine< std::uint32_t >
	The default 32-bits Philox engine. More...
using	Philox2x32 = PhiloxEngine< std::uint32_t, 2 >
	Philox2x32 RNG engine. More...
using	Philox2x64 = PhiloxEngine< std::uint64_t, 2 >
	Philox2x64 RNG engine. More...
using	Philox4x32 = PhiloxEngine< std::uint32_t, 4 >
	Philox4x32 RNG engine. More...
using	Philox4x64 = PhiloxEngine< std::uint64_t, 4 >
	Philox4x64 RNG engine. More...
using	Philox_64 = PhiloxEngine< std::uint64_t >
	The default 64-bits Philox engine. More...
template<typename ResultType , std::size_t K = 4, std::size_t Rounds = 10>
using	PhiloxEngine = CounterEngine< PhiloxGenerator< ResultType, K, Rounds >>
	Philox RNG engine. More...
using	RDRAND16 = RDRANDEngine< std::uint16_t >
	C++11 Engine using 16-bits RDRAND instruction. More...
using	RDRAND32 = RDRANDEngine< std::uint32_t >
	C++11 Engine using 32-bits RDRAND instruction. More...
using	RDRAND64 = RDRANDEngine< std::uint64_t >
	C++11 Engine using 64-bits RDRAND instruction. More...
template<typename T >
using	ResampleRNGType = typename ResampleRNGTypeTrait< T >::type
template<ResampleScheme Scheme>
using	ResampleType = typename ResampleTypeTrait< Scheme >::type
	Type of resample class corresponding to ResampleScheme parameter. More...
using	RNG = ::vsmc::Threefry
using	RNGSet = ::vsmc::RNGSetVector<::vsmc::RNG >
template<typename T >
using	RNGSetType = typename RNGSetTypeTrait< T >::type
using	Seed = SeedGenerator< NullType, unsigned >
	The default Seed type. More...
template<typename T >
using	SingleParticleBaseType = typename SingleParticleBaseTypeTrait< T >::type
template<typename T >
using	SizeType = typename SizeTypeTrait< T >::type
template<typename StateBase >
using	StateSEQ = StateBase
	Particle::value_type subtype. More...
using	StopWatch = StopWatchClockAdapter< std::chrono::high_resolution_clock >
	Stop watch using <chrono> More...
using	Threefry = ThreefryEngine< std::uint32_t >
	The default 32-bits Threefry engine. More...
using	Threefry2x32 = ThreefryEngine< std::uint32_t, 2 >
	Threefry2x32 RNG engine. More...
using	Threefry2x64 = ThreefryEngine< std::uint64_t, 2 >
	Threefry2x64 RNG engine. More...
using	Threefry4x32 = ThreefryEngine< std::uint32_t, 4 >
	Threefry4x32 RNG engine. More...
using	Threefry4x64 = ThreefryEngine< std::uint64_t, 4 >
	Threefry4x64 RNG engine. More...
using	Threefry_64 = ThreefryEngine< std::uint64_t >
	The default 64-bits Threefry engine. More...
template<typename ResultType , std::size_t K = 4, std::size_t Rounds = 20>
using	ThreefryEngine = CounterEngine< ThreefryGeneratorGeneric< ResultType, K, Rounds >>
	Threefry RNG engine. More...
template<typename RealType = double>
using	U01CCDistribution = U01LRDistribution< RealType, Closed, Closed >
	Standard uniform distribution on cloed-closed interval. More...
template<typename RealType = double>
using	U01CODistribution = U01LRDistribution< RealType, Closed, Open >
	Standard uniform distribution on open-closed interval. More...
template<typename RealType = double>
using	U01Distribution = U01CODistribution< RealType >
	Standard uniform distribution. More...
template<typename RealType = double>
using	U01OCDistribution = U01LRDistribution< RealType, Open, Closed >
	Standard uniform distribution on open-open interval. More...
template<typename RealType = double>
using	U01OODistribution = U01LRDistribution< RealType, Open, Open >
	Standard uniform distribution on cloed-open interval. More...
template<typename RealType = double>
using	UniformRealCCDistribution = UniformRealLRDistribution< RealType, Closed, Closed >
	Uniform real distribution on cloed-closed interval. More...
template<typename RealType = double>
using	UniformRealCODistribution = UniformRealLRDistribution< RealType, Closed, Open >
	Uniform real distribution on open-closed interval. More...
template<typename RealType = double>
using	UniformRealDistribution = UniformRealCODistribution< RealType >
	Uniform real distribution. More...
template<typename RealType = double>
using	UniformRealOCDistribution = UniformRealLRDistribution< RealType, Open, Closed >
	Uniform real distribution on open-open interval. More...
template<typename RealType = double>
using	UniformRealOODistribution = UniformRealLRDistribution< RealType, Open, Open >
	Uniform real distribution on cloed-open interval. More...
template<typename T >
using	Vector = typename std::conditional< std::is_scalar< T >::value, std::vector< T, AlignedAllocator< T >>, std::vector< T >>::type
	AlignedVector for scalar type and std::vector for others. More...
template<typename T >
using	WeightType = typename WeightTypeTrait< T >::type

Enumerations
enum	{ Dynamic = 0 }
	Dynamic dimension. More...
enum	MatrixOrder {   RowMajor = 101,   ColMajor = 102 }
	Matrix order. More...
enum	MatrixTrans {   NoTrans = 111,   Trans = 112 }
	Matrix Transpose. More...
enum	MonitorStage {   MonitorMove,   MonitorResample,   MonitorMCMC }
	Monitor stage. More...
enum	ResampleScheme {   Multinomial,   Stratified,   Systematic,   Residual,   ResidualStratified,   ResidualSystematic }
	Resampling schemes. More...

Functions
void	abs (std::size_t n, const float *a, float *y)
void	abs (std::size_t n, const double *a, double *y)
template<typename T >
void	abs (std::size_t n, const T *a, T *y)
	For \(i=1,\ldots,n\), compute \(y_i = |a_i|\). More...
void	acos (std::size_t n, const double *a, double *y)
void	acos (std::size_t n, const float *a, float *y)
template<typename T >
void	acos (std::size_t n, const T *a, T *y)
	For \(i=1,\ldots,n\), compute \(y_i = \arccos(a_i)\). More...
void	acosh (std::size_t n, const float *a, float *y)
void	acosh (std::size_t n, const double *a, double *y)
template<typename T >
void	acosh (std::size_t n, const T *a, T *y)
	For \(i=1,\ldots,n\), compute \(y_i = \mathrm{arc}\cosh(a_i)\). More...
void	add (std::size_t n, const float *a, const float *b, float *y)
void	add (std::size_t n, const double *a, const double *b, double *y)
template<typename T >
void	add (std::size_t n, const T *a, const T *b, T *y)
	For \(i=1,\ldots,n\), compute \(y_i = a_i + b_i\). More...
template<typename T >
void	add (std::size_t n, const T *a, T b, T *y)
	For \(i=1,\ldots,n\), compute \(y_i = a_i + b\). More...
template<typename T >
void	add (std::size_t n, T a, const T *b, T *y)
	For \(i=1,\ldots,n\), compute \(y_i = a + b_i\). More...
void	asin (std::size_t n, const float *a, float *y)
void	asin (std::size_t n, const double *a, double *y)
template<typename T >
void	asin (std::size_t n, const T *a, T *y)
	For \(i=1,\ldots,n\), compute \(y_i = \arcsin(a_i)\). More...
void	asinh (std::size_t n, const float *a, float *y)
void	asinh (std::size_t n, const double *a, double *y)
template<typename T >
void	asinh (std::size_t n, const T *a, T *y)
	For \(i=1,\ldots,n\), compute \(y_i = \mathrm{arc}\sinh(a_i)\). More...
template<typename T >
T	asum (std::size_t n, const T *x, std::size_t incx)
	Computes the sum of magnitudes of the vector elements. More...
float	asum (std::size_t n, const float *x, std::size_t incx)
double	asum (std::size_t n, const double *x, std::size_t incx)
void	atan (std::size_t n, const double *a, double *y)
void	atan (std::size_t n, const float *a, float *y)
template<typename T >
void	atan (std::size_t n, const T *a, T *y)
	For \(i=1,\ldots,n\), compute \(y_i = \arctan(a_i)\). More...
void	atan2 (std::size_t n, const float *a, const float *b, float *y)
void	atan2 (std::size_t n, const double *a, const double *b, double *y)
template<typename T >
void	atan2 (std::size_t n, const T *a, const T *b, T *y)
	For \(i=1,\ldots,n\), compute \(y_i = \arctan(a_i / b_i)\) with signs to determine the quadrant. More...
void	atanh (std::size_t n, const float *a, float *y)
void	atanh (std::size_t n, const double *a, double *y)
template<typename T >
void	atanh (std::size_t n, const T *a, T *y)
	For \(i=1,\ldots,n\), compute \(y_i = \mathrm{arc}\tanh(a_i)\). More...
template<typename T >
void	axpy (std::size_t n, T a, const T *x, std::size_t incx, T *y, std::size_t incy)
	Computes a vector-scalar product and adds the result to a vector. More...
void	axpy (std::size_t n, float a, const float *x, std::size_t incx, float *y, std::size_t incy)
void	axpy (std::size_t n, double a, const double *x, std::size_t incx, double *y, std::size_t incy)
template<typename IntType , typename RNGType >
void	bernoulli_distribution (RNGType &rng, std::size_t n, IntType *r, IntType p)
	Generating bernoulli random variates. More...
template<MKL_INT BRNG, int Bits>
void	bernoulli_distribution (MKLEngine< BRNG, Bits > &rng, std::size_t n, int *r, double p)
template<typename IntType , typename RNGType >
void	bernoulli_distribution (RNGType &, std::size_t, IntType *, double)
template<MKL_INT BRNG, int Bits>
void	bernoulli_distribution (MKLEngine< BRNG, Bits > &, std::size_t, MKL_INT *, double)
template<typename RealType , typename RNGType >
void	beta_distribution (RNGType &rng, std::size_t n, RealType *r, RealType alpha, RealType beta)
	Generating beta random variates. More...
template<MKL_INT BRNG, int Bits>
void	beta_distribution (MKLEngine< BRNG, Bits > &, std::size_t, float *, float, float)
template<MKL_INT BRNG, int Bits>
void	beta_distribution (MKLEngine< BRNG, Bits > &, std::size_t, double *, double, double)
template<typename RealType , typename RNGType >
void	cauchy_distribution (RNGType &rng, std::size_t n, RealType *r, RealType a, RealType b)
	Generating cauchy random variates. More...
template<MKL_INT BRNG, int Bits>
void	cauchy_distribution (MKLEngine< BRNG, Bits > &, std::size_t, float *, float, float)
template<MKL_INT BRNG, int Bits>
void	cauchy_distribution (MKLEngine< BRNG, Bits > &, std::size_t, double *, double, double)
void	cbrt (std::size_t n, const float *a, float *y)
void	cbrt (std::size_t n, const double *a, double *y)
template<typename T >
void	cbrt (std::size_t n, const T *a, T *y)
	For \(i=1,\ldots,n\), compute \(y_i = \sqrt[3]{a_i}\). More...
void	cdfnorm (std::size_t n, const float *a, float *y)
void	cdfnorm (std::size_t n, const double *a, double *y)
template<typename T >
void	cdfnorm (std::size_t n, const T *a, T *y)
	For \(i=1,\ldots,n\), compute \(y_i = 1 - \mathrm{Erfc}(a_i / \sqrt{2}) / 2\), the standard Normal CDF. More...
void	cdfnorminv (std::size_t n, const float *a, float *y)
void	cdfnorminv (std::size_t n, const double *a, double *y)
template<typename RealType , typename RNGType >
void	chi_squared_distribution (RNGType &rng, std::size_t n, RealType *r, RealType df)
	Generating \(\chi^2\) random variates. More...
template<typename T >
T	const_e () noexcept
	\(e\) More...
template<>
double	const_e< double > () noexcept
template<>
float	const_e< float > () noexcept
template<>
long double	const_e< long double > () noexcept
template<typename T >
T	const_e_inv () noexcept
	\(1/e\) More...
template<>
double	const_e_inv< double > () noexcept
template<>
float	const_e_inv< float > () noexcept
template<>
long double	const_e_inv< long double > () noexcept
template<typename T >
T	const_ln_10 () noexcept
	\(\ln(10)\) More...
template<>
double	const_ln_10< double > () noexcept
template<>
float	const_ln_10< float > () noexcept
template<>
long double	const_ln_10< long double > () noexcept
template<typename T >
T	const_ln_2 () noexcept
	\(\ln(2)\) More...
template<>
double	const_ln_2< double > () noexcept
template<>
float	const_ln_2< float > () noexcept
template<>
long double	const_ln_2< long double > () noexcept
template<typename T >
T	const_ln_3 () noexcept
	\(\ln(3)\) More...
template<>
double	const_ln_3< double > () noexcept
template<>
float	const_ln_3< float > () noexcept
template<>
long double	const_ln_3< long double > () noexcept
template<typename T >
T	const_ln_5 () noexcept
	\(\ln(5)\) More...
template<>
double	const_ln_5< double > () noexcept
template<>
float	const_ln_5< float > () noexcept
template<>
long double	const_ln_5< long double > () noexcept
template<typename T >
T	const_ln_inv_10 () noexcept
	\(1/\ln(10)\) More...
template<>
double	const_ln_inv_10< double > () noexcept
template<>
float	const_ln_inv_10< float > () noexcept
template<>
long double	const_ln_inv_10< long double > () noexcept
template<typename T >
T	const_ln_inv_2 () noexcept
	\(1/\ln(2)\) More...
template<>
double	const_ln_inv_2< double > () noexcept
template<>
float	const_ln_inv_2< float > () noexcept
template<>
long double	const_ln_inv_2< long double > () noexcept
template<typename T >
T	const_ln_inv_3 () noexcept
	\(1/\ln(3)\) More...
template<>
double	const_ln_inv_3< double > () noexcept
template<>
float	const_ln_inv_3< float > () noexcept
template<>
long double	const_ln_inv_3< long double > () noexcept
template<typename T >
T	const_ln_inv_5 () noexcept
	\(1/\ln(5)\) More...
template<>
double	const_ln_inv_5< double > () noexcept
template<>
float	const_ln_inv_5< float > () noexcept
template<>
long double	const_ln_inv_5< long double > () noexcept
template<typename T >
T	const_ln_ln_2 () noexcept
	\(\ln(\ln(2))\) More...
template<>
double	const_ln_ln_2< double > () noexcept
template<>
float	const_ln_ln_2< float > () noexcept
template<>
long double	const_ln_ln_2< long double > () noexcept
template<typename T >
T	const_ln_pi () noexcept
	\(\ln(\pi)\) More...
template<>
double	const_ln_pi< double > () noexcept
template<>
float	const_ln_pi< float > () noexcept
template<>
long double	const_ln_pi< long double > () noexcept
template<typename T >
T	const_ln_pi_2 () noexcept
	\(\ln(2\pi)\) More...
template<>
double	const_ln_pi_2< double > () noexcept
template<>
float	const_ln_pi_2< float > () noexcept
template<>
long double	const_ln_pi_2< long double > () noexcept
template<typename T >
T	const_ln_pi_2by3 () noexcept
	\(\ln((2/3)\pi)\) More...
template<>
double	const_ln_pi_2by3< double > () noexcept
template<>
float	const_ln_pi_2by3< float > () noexcept
template<>
long double	const_ln_pi_2by3< long double > () noexcept
template<typename T >
T	const_ln_pi_3by4 () noexcept
	\(\ln((3/4)\pi)\) More...
template<>
double	const_ln_pi_3by4< double > () noexcept
template<>
float	const_ln_pi_3by4< float > () noexcept
template<>
long double	const_ln_pi_3by4< long double > () noexcept
template<typename T >
T	const_ln_pi_4by3 () noexcept
	\(\ln((4/3)\pi)\) More...
template<>
double	const_ln_pi_4by3< double > () noexcept
template<>
float	const_ln_pi_4by3< float > () noexcept
template<>
long double	const_ln_pi_4by3< long double > () noexcept
template<typename T >
T	const_ln_pi_by2 () noexcept
	\(\ln(\pi/2)\) More...
template<>
double	const_ln_pi_by2< double > () noexcept
template<>
float	const_ln_pi_by2< float > () noexcept
template<>
long double	const_ln_pi_by2< long double > () noexcept
template<typename T >
T	const_ln_pi_by3 () noexcept
	\(\ln(\pi/3)\) More...
template<>
double	const_ln_pi_by3< double > () noexcept
template<>
float	const_ln_pi_by3< float > () noexcept
template<>
long double	const_ln_pi_by3< long double > () noexcept
template<typename T >
T	const_ln_pi_by4 () noexcept
	\(\ln(\pi/4)\) More...
template<>
double	const_ln_pi_by4< double > () noexcept
template<>
float	const_ln_pi_by4< float > () noexcept
template<>
long double	const_ln_pi_by4< long double > () noexcept
template<typename T >
T	const_ln_pi_by6 () noexcept
	\(\ln(\pi/6)\) More...
template<>
double	const_ln_pi_by6< double > () noexcept
template<>
float	const_ln_pi_by6< float > () noexcept
template<>
long double	const_ln_pi_by6< long double > () noexcept
template<typename T >
T	const_pi () noexcept
	\(\pi\) More...
template<>
double	const_pi< double > () noexcept
template<>
float	const_pi< float > () noexcept
template<>
long double	const_pi< long double > () noexcept
template<typename T >
T	const_pi_2 () noexcept
	\(2\pi\) More...
template<>
double	const_pi_2< double > () noexcept
template<>
float	const_pi_2< float > () noexcept
template<>
long double	const_pi_2< long double > () noexcept
template<typename T >
T	const_pi_2by3 () noexcept
	\((2/3)\pi\) More...
template<>
double	const_pi_2by3< double > () noexcept
template<>
float	const_pi_2by3< float > () noexcept
template<>
long double	const_pi_2by3< long double > () noexcept
template<typename T >
T	const_pi_3by4 () noexcept
	\((3/4)\pi\) More...
template<>
double	const_pi_3by4< double > () noexcept
template<>
float	const_pi_3by4< float > () noexcept
template<>
long double	const_pi_3by4< long double > () noexcept
template<typename T >
T	const_pi_4by3 () noexcept
	\((4/3)\pi\) More...
template<>
double	const_pi_4by3< double > () noexcept
template<>
float	const_pi_4by3< float > () noexcept
template<>
long double	const_pi_4by3< long double > () noexcept
template<typename T >
T	const_pi_by2 () noexcept
	\(\pi/2\) More...
template<>
double	const_pi_by2< double > () noexcept
template<>
float	const_pi_by2< float > () noexcept
template<>
long double	const_pi_by2< long double > () noexcept
template<typename T >
T	const_pi_by3 () noexcept
	\(\pi/3\) More...
template<>
double	const_pi_by3< double > () noexcept
template<>
float	const_pi_by3< float > () noexcept
template<>
long double	const_pi_by3< long double > () noexcept
template<typename T >
T	const_pi_by4 () noexcept
	\(\pi/4\) More...
template<>
double	const_pi_by4< double > () noexcept
template<>
float	const_pi_by4< float > () noexcept
template<>
long double	const_pi_by4< long double > () noexcept
template<typename T >
T	const_pi_by6 () noexcept
	\(\pi/6\) More...
template<>
double	const_pi_by6< double > () noexcept
template<>
float	const_pi_by6< float > () noexcept
template<>
long double	const_pi_by6< long double > () noexcept
template<typename T >
T	const_pi_inv () noexcept
	\(1/\pi\) More...
template<>
double	const_pi_inv< double > () noexcept
template<>
float	const_pi_inv< float > () noexcept
template<>
long double	const_pi_inv< long double > () noexcept
template<typename T >
T	const_pi_sqr () noexcept
	\(\pi^2\) More...
template<>
double	const_pi_sqr< double > () noexcept
template<>
float	const_pi_sqr< float > () noexcept
template<>
long double	const_pi_sqr< long double > () noexcept
template<typename T >
T	const_sqrt_10 () noexcept
	\(\sqrt{10}\) More...
template<>
double	const_sqrt_10< double > () noexcept
template<>
float	const_sqrt_10< float > () noexcept
template<>
long double	const_sqrt_10< long double > () noexcept
template<typename T >
T	const_sqrt_1by10 () noexcept
	\(\sqrt{1/10}\) More...
template<>
double	const_sqrt_1by10< double > () noexcept
template<>
float	const_sqrt_1by10< float > () noexcept
template<>
long double	const_sqrt_1by10< long double > () noexcept
template<typename T >
T	const_sqrt_1by2 () noexcept
	\(\sqrt{1/2}\) More...
template<>
double	const_sqrt_1by2< double > () noexcept
template<>
float	const_sqrt_1by2< float > () noexcept
template<>
long double	const_sqrt_1by2< long double > () noexcept
template<typename T >
T	const_sqrt_1by3 () noexcept
	\(\sqrt{1/3}\) More...
template<>
double	const_sqrt_1by3< double > () noexcept
template<>
float	const_sqrt_1by3< float > () noexcept
template<>
long double	const_sqrt_1by3< long double > () noexcept
template<typename T >
T	const_sqrt_1by5 () noexcept
	\(\sqrt{1/5}\) More...
template<>
double	const_sqrt_1by5< double > () noexcept
template<>
float	const_sqrt_1by5< float > () noexcept
template<>
long double	const_sqrt_1by5< long double > () noexcept
template<typename T >
T	const_sqrt_2 () noexcept
	\(\sqrt{2}\) More...
template<>
double	const_sqrt_2< double > () noexcept
template<>
float	const_sqrt_2< float > () noexcept
template<>
long double	const_sqrt_2< long double > () noexcept
template<typename T >
T	const_sqrt_3 () noexcept
	\(\sqrt{3}\) More...
template<>
double	const_sqrt_3< double > () noexcept
template<>
float	const_sqrt_3< float > () noexcept
template<>
long double	const_sqrt_3< long double > () noexcept
template<typename T >
T	const_sqrt_5 () noexcept
	\(\sqrt{5}\) More...
template<>
double	const_sqrt_5< double > () noexcept
template<>
float	const_sqrt_5< float > () noexcept
template<>
long double	const_sqrt_5< long double > () noexcept
template<typename T >
T	const_sqrt_e () noexcept
	\(\sqrt{e}\) More...
template<>
double	const_sqrt_e< double > () noexcept
template<>
float	const_sqrt_e< float > () noexcept
template<>
long double	const_sqrt_e< long double > () noexcept
template<typename T >
T	const_sqrt_e_inv () noexcept
	\(\sqrt{1/e}\) More...
template<>
double	const_sqrt_e_inv< double > () noexcept
template<>
float	const_sqrt_e_inv< float > () noexcept
template<>
long double	const_sqrt_e_inv< long double > () noexcept
template<typename T >
T	const_sqrt_pi () noexcept
	\(\sqrt{\pi}\) More...
template<>
double	const_sqrt_pi< double > () noexcept
template<>
float	const_sqrt_pi< float > () noexcept
template<>
long double	const_sqrt_pi< long double > () noexcept
template<typename T >
T	const_sqrt_pi_2 () noexcept
	\(\sqrt{2\pi}\) More...
template<>
double	const_sqrt_pi_2< double > () noexcept
template<>
float	const_sqrt_pi_2< float > () noexcept
template<>
long double	const_sqrt_pi_2< long double > () noexcept
template<typename T >
T	const_sqrt_pi_2by3 () noexcept
	\(\sqrt{(2/3)\pi}\) More...
template<>
double	const_sqrt_pi_2by3< double > () noexcept
template<>
float	const_sqrt_pi_2by3< float > () noexcept
template<>
long double	const_sqrt_pi_2by3< long double > () noexcept
template<typename T >
T	const_sqrt_pi_3by4 () noexcept
	\(\sqrt{(3/4)\pi/}\) More...
template<>
double	const_sqrt_pi_3by4< double > () noexcept
template<>
float	const_sqrt_pi_3by4< float > () noexcept
template<>
long double	const_sqrt_pi_3by4< long double > () noexcept
template<typename T >
T	const_sqrt_pi_4by3 () noexcept
	\(\sqrt{(4/3)\pi}\) More...
template<>
double	const_sqrt_pi_4by3< double > () noexcept
template<>
float	const_sqrt_pi_4by3< float > () noexcept
template<>
long double	const_sqrt_pi_4by3< long double > () noexcept
template<typename T >
T	const_sqrt_pi_by2 () noexcept
	\(\sqrt{\pi/2}\) More...
template<>
double	const_sqrt_pi_by2< double > () noexcept
template<>
float	const_sqrt_pi_by2< float > () noexcept
template<>
long double	const_sqrt_pi_by2< long double > () noexcept
template<typename T >
T	const_sqrt_pi_by3 () noexcept
	\(\sqrt{\pi/3}\) More...
template<>
double	const_sqrt_pi_by3< double > () noexcept
template<>
float	const_sqrt_pi_by3< float > () noexcept
template<>
long double	const_sqrt_pi_by3< long double > () noexcept
template<typename T >
T	const_sqrt_pi_by4 () noexcept
	\(\sqrt{\pi/4}\) More...
template<>
double	const_sqrt_pi_by4< double > () noexcept
template<>
float	const_sqrt_pi_by4< float > () noexcept
template<>
long double	const_sqrt_pi_by4< long double > () noexcept
template<typename T >
T	const_sqrt_pi_by6 () noexcept
	\(\sqrt{\pi/6}\) More...
template<>
double	const_sqrt_pi_by6< double > () noexcept
template<>
float	const_sqrt_pi_by6< float > () noexcept
template<>
long double	const_sqrt_pi_by6< long double > () noexcept
template<typename T >
T	const_sqrt_pi_inv () noexcept
	\(\sqrt{1/\pi}\) More...
template<>
double	const_sqrt_pi_inv< double > () noexcept
template<>
float	const_sqrt_pi_inv< float > () noexcept
template<>
long double	const_sqrt_pi_inv< long double > () noexcept
template<typename T >
void	copy (std::size_t n, const T *x, std::size_t incx, T *y, std::size_t incy)
	Copies vector to another vector. More...
void	copy (std::size_t n, const float *x, std::size_t incx, float *y, std::size_t incy)
void	copy (std::size_t n, const double *x, std::size_t incx, double *y, std::size_t incy)
void	cos (std::size_t n, const float *a, float *y)
void	cos (std::size_t n, const double *a, double *y)
template<typename T >
void	cos (std::size_t n, const T *a, T *y)
	For \(i=1,\ldots,n\), compute \(y_i = \sin(a_i)\). More...
void	cosh (std::size_t n, const float *a, float *y)
void	cosh (std::size_t n, const double *a, double *y)
template<typename T >
void	cosh (std::size_t n, const T *a, T *y)
	For \(i=1,\ldots,n\), compute \(y_i = \cosh(a_i)\). More...
void	div (std::size_t n, const float *a, const float *b, float *y)
void	div (std::size_t n, const double *a, const double *b, double *y)
template<typename T >
void	div (std::size_t n, const T *a, const T *b, T *y)
	For \(i=1,\ldots,n\), compute \(y_i = a_i / b_i\). More...
template<typename T >
void	div (std::size_t n, const T *a, T b, T *y)
	For \(i=1,\ldots,n\), compute \(y_i = a_i / b\). More...
template<typename T >
void	div (std::size_t n, T a, const T *b, T *y)
	For \(i=1,\ldots,n\), compute \(y_i = a / b_i\). More...
template<typename T >
T	dot (std::size_t n, const T *x, std::size_t incx, const T *y, std::size_t incy)
	Computes a vector-vector dot product. More...
float	dot (std::size_t n, const float *x, std::size_t incx, const float *y, std::size_t incy)
double	dot (std::size_t n, const double *x, std::size_t incx, const double *y, std::size_t incy)
void	erf (std::size_t n, const float *a, float *y)
void	erf (std::size_t n, const double *a, double *y)
template<typename T >
void	erf (std::size_t n, const T *a, T *y)
	For \(i=1,\ldots,n\), compute \(y_i = \mathrm{Erf}(a_i)\). More...
void	erfc (std::size_t n, const float *a, float *y)
void	erfc (std::size_t n, const double *a, double *y)
template<typename T >
void	erfc (std::size_t n, const T *a, T *y)
	For \(i=1,\ldots,n\), compute \(y_i = \mathrm{Erfc}(a_i) = \mathrm{Erf}(1 - a_i)\). More...
void	erfcinv (std::size_t n, const float *a, float *y)
void	erfcinv (std::size_t n, const double *a, double *y)
void	erfinv (std::size_t n, const float *a, float *y)
void	erfinv (std::size_t n, const double *a, double *y)
void	exp (std::size_t n, const float *a, float *y)
void	exp (std::size_t n, const double *a, double *y)
template<typename T >
void	exp (std::size_t n, const T *a, T *y)
	For \(i=1,\ldots,n\), compute \(y_i = e^{a_i}\). More...
template<typename T >
void	exp10 (std::size_t n, const T *a, T *y)
	For \(i=1,\ldots,n\), compute \(y_i = 10^{a_i}\). More...
template<typename T >
void	exp2 (std::size_t n, const T *a, T *y)
	For \(i=1,\ldots,n\), compute \(y_i = 2^{a_i}\). More...
void	expm1 (std::size_t n, const float *a, float *y)
void	expm1 (std::size_t n, const double *a, double *y)
template<typename T >
void	expm1 (std::size_t n, const T *a, T *y)
	For \(i=1,\ldots,n\), compute \(y_i = e^{a_i} - 1\). More...
template<typename RealType , typename RNGType >
void	exponential_distribution (RNGType &rng, std::size_t n, RealType *r, RealType lambda)
	Generating exponential random variates. More...
template<MKL_INT BRNG, int Bits>
void	exponential_distribution (MKLEngine< BRNG, Bits > &, std::size_t, float *, float)
template<MKL_INT BRNG, int Bits>
void	exponential_distribution (MKLEngine< BRNG, Bits > &, std::size_t, double *, double)
template<typename RealType , typename RNGType >
void	extreme_value_distribution (RNGType &rng, std::size_t n, RealType *r, RealType a, RealType b)
	Generating extreme_value random variates. More...
template<MKL_INT BRNG, int Bits>
void	extreme_value_distribution (MKLEngine< BRNG, Bits > &, std::size_t, float *, float, float)
template<MKL_INT BRNG, int Bits>
void	extreme_value_distribution (MKLEngine< BRNG, Bits > &, std::size_t, double *, double, double)
template<typename RealType , typename RNGType >
void	fisher_f_distribution (RNGType &rng, std::size_t n, RealType *r, RealType df1, RealType df2)
	Generating Fisher-F random variates. More...
template<typename T >
void	fma (std::size_t n, const T *a, const T *b, const T *c, T *y)
	For \(i=1,\ldots,n\), compute \(y_i = a_i * b_i + c_i\). More...
template<typename T >
void	fma (std::size_t n, const T *a, const T *b, T c, T *y)
	For \(i=1,\ldots,n\), compute \(y_i = a_i * b_i + c\). More...
template<typename T >
void	fma (std::size_t n, const T *a, T b, const T *c, T *y)
	For \(i=1,\ldots,n\), compute \(y_i = a_i * b + c_i\). More...
template<typename T >
void	fma (std::size_t n, const T *a, T b, T c, T *y)
	For \(i=1,\ldots,n\), compute \(y_i = a_i * b + c\). More...
template<typename T >
void	fma (std::size_t n, T a, const T *b, const T *c, T *y)
	For \(i=1,\ldots,n\), compute \(y_i = a * b_i + c_i\). More...
template<typename T >
void	fma (std::size_t n, T a, const T *b, T c, T *y)
	For \(i=1,\ldots,n\), compute \(y_i = a * b_i + c\). More...
template<typename T >
void	fma (std::size_t n, T a, T b, const T *c, T *y)
	For \(i=1,\ldots,n\), compute \(y_i = a * b + c_i\). More...
template<typename RealType , typename RNGType >
void	gamma_distribution (RNGType &rng, std::size_t n, RealType *r, RealType alpha, RealType beta)
	Generating gamma random variates. More...
template<MKL_INT BRNG, int Bits>
void	gamma_distribution (MKLEngine< BRNG, Bits > &, std::size_t, float *, float, float)
template<MKL_INT BRNG, int Bits>
void	gamma_distribution (MKLEngine< BRNG, Bits > &, std::size_t, double *, double, double)
template<typename T >
void	gemv (MatrixOrder order, MatrixTrans trans, std::size_t m, std::size_t n, T alpha, const T *A, std::size_t lda, const T *x, std::size_t incx, T beta, T *y, std::size_t incy)
	Computes a matrix-vector product using a general matrix. More...
void	gemv (MatrixOrder order, MatrixTrans trans, std::size_t m, std::size_t n, float alpha, const float *A, std::size_t lda, const float *x, std::size_t incx, float beta, float *y, std::size_t incy)
void	gemv (MatrixOrder order, MatrixTrans trans, std::size_t m, std::size_t n, double alpha, const double *A, std::size_t lda, const double *x, std::size_t incx, double beta, double *y, std::size_t incy)
template<typename >
inline::hid_t	hdf5io_datatype ()
	HDF5 data type. More...
template<>
inline::hid_t	hdf5io_datatype< char > ()
	HDF5 data type specialization for char. More...
template<>
inline::hid_t	hdf5io_datatype< double > ()
	HDF5 data type specialization for double. More...
template<>
inline::hid_t	hdf5io_datatype< float > ()
	HDF5 data type specialization for float. More...
template<>
inline::hid_t	hdf5io_datatype< int > ()
	HDF5 data type specialization for int. More...
template<>
inline::hid_t	hdf5io_datatype< long > ()
	HDF5 data type specialization for long. More...
template<>
inline::hid_t	hdf5io_datatype< long double > ()
	HDF5 data type specialization for long double. More...
template<>
inline::hid_t	hdf5io_datatype< long long > ()
	HDF5 data type specialization for long long. More...
template<>
inline::hid_t	hdf5io_datatype< short > ()
	HDF5 data type specialization for short. More...
template<>
inline::hid_t	hdf5io_datatype< signed char > ()
	HDF5 data type specialization for signed char. More...
template<>
inline::hid_t	hdf5io_datatype< unsigned char > ()
	HDF5 data type specialization for unsigned char. More...
template<>
inline::hid_t	hdf5io_datatype< unsigned int > ()
	HDF5 data type specialization for unsigned int. More...
template<>
inline::hid_t	hdf5io_datatype< unsigned long > ()
	HDF5 data type specialization for unsigned long. More...
template<>
inline::hid_t	hdf5io_datatype< unsigned long long > ()
	HDF5 data type specialization for unsigned long. More...
template<>
inline::hid_t	hdf5io_datatype< unsigned short > ()
	HDF5 data type specialization for unsigned short. More...
template<typename T , typename OutputIter >
OutputIter	hdf5load (const std::string &file_name, const std::string &data_name, OutputIter first)
	Load raw data in the HDF5 format. More...
inline::hsize_t	hdf5size (const std::string &file_name, const std::string &data_name)
	Get the number of bytes of the data in the HDF5 format. More...
template<typename T >
void	hdf5store (const Sampler< T > &sampler, const std::string &file_name, const std::string &data_name, bool append=false)
	Store a Sampler in the HDF5 format. More...
template<MatrixOrder Order, std::size_t Dim, typename T >
void	hdf5store (const StateMatrix< Order, Dim, T > &state, const std::string &file_name, const std::string &data_name, bool append=false)
	Store a StateMatrix in the HDF5 format. More...
template<MatrixOrder Order, typename T , std::size_t StateSize, typename RealType , typename ID >
void	hdf5store (const StateCL< StateSize, RealType, ID > &state, const std::string &file_name, const std::string &data_name, bool append=false)
	Store a StateCL in the HDF5 format. More...
template<typename T >
void	hdf5store (const Particle< T > &particle, const std::string &file_name, const std::string &data_name, bool append=false)
	Store a Particle in the HDF5 format. More...
template<MatrixOrder Order, typename T , typename U >
void	hdf5store (const Particle< U > &particle, const std::string &file_name, const std::string &data_name, bool append=false)
	Store a Particle with StateCL value type in the HDF5 format. More...
template<typename T , typename InputIterIter , typename SInputIter >
void	hdf5store_list (std::size_t nrow, std::size_t ncol, const std::string &file_name, const std::string &data_name, InputIterIter first, SInputIter sfirst, bool append=false)
	Store a list in the HDF5 format from an iterator to iterators. More...
template<typename SInputIter , typename InputIter , typename... InputIters>
void	hdf5store_list (std::size_t nrow, const std::string &file_name, const std::string &data_name, const std::tuple< InputIter, InputIters... > &first, SInputIter sfirst, bool append=false)
	Store a list in the HDF5 format from tuple of iterators. More...
void	hdf5store_list_empty (const std::string &file_name, const std::string &data_name, bool append=false)
	Create an empty list. More...
template<typename T , typename InputIter >
void	hdf5store_list_insert (std::size_t N, const std::string &file_name, const std::string &data_name, InputIter first, const std::string &vname)
	Insert a variable into an existing list saved in HDF5 format. More...
template<MatrixOrder Order, typename T , typename InputIter >
InputIter	hdf5store_matrix (std::size_t nrow, std::size_t ncol, const std::string &file_name, const std::string &data_name, InputIter first, bool append=false)
	Store a matrix in the HDF5 format from an input iterator. More...
void	hdf5store_new (const std::string &file_name)
	Create a new HDF5 file for store data. More...
void	hypot (std::size_t n, const float *a, const float *b, float *y)
void	hypot (std::size_t n, const double *a, const double *b, double *y)
template<typename T >
void	hypot (std::size_t n, const T *a, const T *b, T *y)
	For \(i=1,\ldots,n\), compute \(y_i = \sqrt{a_i^2 + b_i^2}\). More...
template<typename T , std::size_t K>
void	increment (std::array< T, K > &ctr)
	Increment a counter by one. More...
template<typename T , std::size_t K, T NSkip>
void	increment (std::array< T, K > &ctr, std::integral_constant< T, NSkip >)
	Increment a counter by given steps. More...
template<typename T , std::size_t K>
void	increment (std::array< T, K > &ctr, T nskip)
	Increment a counter by given steps. More...
template<typename T , std::size_t K, std::size_t Blocks>
void	increment (std::array< T, K > &ctr, std::array< std::array< T, K >, Blocks > &ctr_block)
	Increment a counter by a given steps, and store each step in an array of counters. More...
template<typename T , std::size_t K>
void	increment (std::array< T, K > &ctr, std::size_t n, std::array< T, K > *ctr_block)
	Increment a counter by given steps, and store each step in an array of counters. More...
void	inv (std::size_t n, const float *a, float *y)
void	inv (std::size_t n, const double *a, double *y)
template<typename T >
void	inv (std::size_t n, const T *a, T *y)
	For \(i=1,\ldots,n\), compute \(y_i = a_i^{-1}\). More...
void	invcbrt (std::size_t n, const double *a, double *y)
void	invcbrt (std::size_t n, const float *a, float *y)
template<typename T >
void	invcbrt (std::size_t n, const T *a, T *y)
	For \(i=1,\ldots,n\), compute \(y_i = 1 / \sqrt[3]{a_i}\). More...
void	invsqrt (std::size_t n, const float *a, float *y)
void	invsqrt (std::size_t n, const double *a, double *y)
template<typename T >
void	invsqrt (std::size_t n, const T *a, T *y)
	For \(i=1,\ldots,n\), compute \(y_i = 1 / \sqrt{a_i}\). More...
template<typename RealType , typename RNGType >
void	laplace_distribution (RNGType &rng, std::size_t n, RealType *r, RealType a, RealType b)
	Generating laplace random variates. More...
template<MKL_INT BRNG, int Bits>
void	laplace_distribution (MKLEngine< BRNG, Bits > &, std::size_t, float *, float, float)
template<MKL_INT BRNG, int Bits>
void	laplace_distribution (MKLEngine< BRNG, Bits > &, std::size_t, double *, double, double)
template<typename RealType , typename RNGType >
void	levy_distribution (RNGType &rng, std::size_t n, RealType *r, RealType a, RealType b)
	Generating levy random variates. More...
void	lgamma (std::size_t n, const float *a, float *y)
void	lgamma (std::size_t n, const double *a, double *y)
template<typename T >
void	lgamma (std::size_t n, const T *a, T *y)
	For \(i=1,\ldots,n\), compute \(y_i = \ln\Gamma(a_i)\), logarithm of the Gamma function. More...
void	linear_frac (std::size_t n, const float *a, const float *b, float beta_a, float beta_b, float mu_a, float mu_b, float *y)
void	linear_frac (std::size_t n, const double *a, const double *b, double beta_a, double beta_b, double mu_a, double mu_b, double *y)
template<typename T >
void	linear_frac (std::size_t n, const T *a, const T *b, T beta_a, T beta_b, T mu_a, T mu_b, T *y)
	For \(i=1,\ldots,n\), compute \(y_i = (\beta_a a_i + \mu_a) / (\beta_b b_i + \mu_b)\). More...
void	log (std::size_t n, const float *a, float *y)
void	log (std::size_t n, const double *a, double *y)
template<typename T >
void	log (std::size_t n, const T *a, T *y)
	For \(i=1,\ldots,n\), compute \(y_i = \log(a_i)\). More...
void	log10 (std::size_t n, const float *a, float *y)
void	log10 (std::size_t n, const double *a, double *y)
template<typename T >
void	log10 (std::size_t n, const T *a, T *y)
	For \(i=1,\ldots,n\), compute \(y_i = \log_{10}(a_i)\). More...
void	log1p (std::size_t n, const double *a, double *y)
void	log1p (std::size_t n, const float *a, float *y)
template<typename T >
void	log1p (std::size_t n, const T *a, T *y)
	For \(i=1,\ldots,n\), compute \(y_i = \log(a_i + 1)\). More...
template<typename T >
void	log2 (std::size_t n, const T *a, T *y)
	For \(i=1,\ldots,n\), compute \(y_i = \log_2(a_i)\). More...
template<typename RealType , typename RNGType >
void	logistic_distribution (RNGType &rng, std::size_t n, RealType *r, RealType a, RealType b)
	Generating logistic random variates. More...
template<typename RealType , typename RNGType >
void	lognormal_distribution (RNGType &rng, std::size_t n, RealType *r, RealType logmean, RealType logstddev)
	Generating lognormal random variates. More...
template<MKL_INT BRNG, int Bits>
void	lognormal_distribution (MKLEngine< BRNG, Bits > &, std::size_t, float *, float, float)
template<MKL_INT BRNG, int Bits>
void	lognormal_distribution (MKLEngine< BRNG, Bits > &, std::size_t, double *, double, double)
template<typename RNGType >
int	mkl_brng ()
	Register a C++11 RNG engine for use as a MKL BRNG. More...
template<>
int	mkl_brng< ::vsmc::Philox2x32 > ()
template<>
int	mkl_brng< ::vsmc::Philox2x64 > ()
template<>
int	mkl_brng< ::vsmc::Philox4x32 > ()
template<>
int	mkl_brng< ::vsmc::Philox4x64 > ()
template<>
int	mkl_brng< ::vsmc::Threefry2x32 > ()
template<>
int	mkl_brng< ::vsmc::Threefry2x64 > ()
template<>
int	mkl_brng< ::vsmc::Threefry4x32 > ()
template<>
int	mkl_brng< ::vsmc::Threefry4x64 > ()
template<>
int	mkl_brng< std::knuth_b > ()
template<>
int	mkl_brng< std::minstd_rand > ()
template<>
int	mkl_brng< std::minstd_rand0 > ()
template<>
int	mkl_brng< std::mt19937 > ()
template<>
int	mkl_brng< std::mt19937_64 > ()
template<>
int	mkl_brng< std::ranlux24 > ()
template<>
int	mkl_brng< std::ranlux24_base > ()
template<>
int	mkl_brng< std::ranlux48 > ()
template<>
int	mkl_brng< std::ranlux48_base > ()
void	mul (std::size_t n, const double *a, const double *b, double *y)
void	mul (std::size_t n, const float *a, const float *b, float *y)
template<typename T >
void	mul (std::size_t n, const T *a, const T *b, T *y)
	For \(i=1,\ldots,n\), compute \(y_i = a_i b_i\). More...
template<typename T >
void	mul (std::size_t n, const T *a, T b, T *y)
	For \(i=1,\ldots,n\), compute \(y_i = a_i b\). More...
template<typename T >
void	mul (std::size_t n, T a, const T *b, T *y)
	For \(i=1,\ldots,n\), compute \(y_i = a b_i\). More...
template<typename RealType , typename RNGType >
void	normal_distribution (RNGType &rng, std::size_t n, RealType *r, RealType mean, RealType stddev)
	Generating normal random variates. More...
template<MKL_INT BRNG, int Bits>
void	normal_distribution (MKLEngine< BRNG, Bits > &, std::size_t, float *r, float, float)
template<MKL_INT BRNG, int Bits>
void	normal_distribution (MKLEngine< BRNG, Bits > &, std::size_t, double *r, double, double)
template<typename T >
T	nrm2 (std::size_t n, const T *x, std::size_t incx)
	Computes the Euclidean norm of a vector. More...
float	nrm2 (std::size_t n, const float *x, std::size_t incx)
double	nrm2 (std::size_t n, const double *x, std::size_t incx)
template<typename MKLPtr , typename Derived >
bool	operator!= (const MKLBase< MKLPtr, Derived > &ptr1, const MKLBase< MKLPtr, Derived > &ptr2)
	Comparison of inequality of two MKLBase objects. More...
template<typename CharT , typename Traits , MatrixOrder Order, std::size_t Dim, typename T >
std::basic_ostream< CharT, Traits > &	operator<< (std::basic_ostream< CharT, Traits > &os, const StateMatrixBase< Order, Dim, T > &smatrix)
template<typename CharT , typename Traits , typename T , std::size_t N>
std::basic_ostream< CharT, Traits > &	operator<< (std::basic_ostream< CharT, Traits > &os, const std::array< T, N > &ary)
template<typename CharT , typename Traits , typename T >
std::basic_ostream< CharT, Traits > &	operator<< (std::basic_ostream< CharT, Traits > &os, const Sampler< T > &sampler)
template<typename MKLPtr , typename Derived >
bool	operator== (const MKLBase< MKLPtr, Derived > &ptr1, const MKLBase< MKLPtr, Derived > &ptr2)
	Comparison of equality of two MKLBase objects. More...
template<typename CharT , typename Traits , typename T , std::size_t N>
std::basic_istream< CharT, Traits > &	operator>> (std::basic_istream< CharT, Traits > &is, std::array< T, N > &ary)
template<typename RealType , typename RNGType >
void	pareto_distribution (RNGType &rng, std::size_t n, RealType *r, RealType a, RealType b)
	Generating pareto random variates. More...
void	pow (std::size_t n, const double *a, const double *b, double *y)
void	pow (std::size_t n, const float *a, const float *b, float *y)
void	pow (std::size_t n, const float *a, float b, float *y)
void	pow (std::size_t n, const double *a, double b, double *y)
template<typename T >
void	pow (std::size_t n, const T *a, const T *b, T *y)
	For \(i=1,\ldots,n\), compute \(y_i = a_i^{b_i}\). More...
template<typename T >
void	pow (std::size_t n, const T *a, T b, T *y)
	For \(i=1,\ldots,n\), compute \(y_i = a_i^b\). More...
void	pow2o3 (std::size_t n, const float *a, float *y)
void	pow2o3 (std::size_t n, const double *a, double *y)
template<typename T >
void	pow2o3 (std::size_t n, const T *a, T *y)
	For \(i=1,\ldots,n\), compute \(y_i = a_i^{2/3}\). More...
void	pow3o2 (std::size_t n, const float *a, float *y)
void	pow3o2 (std::size_t n, const double *a, double *y)
template<typename T >
void	pow3o2 (std::size_t n, const T *a, T *y)
	For \(i=1,\ldots,n\), compute \(y_i = a_i^{3/2}\). More...
void	program_option_warning (const std::string &oname, const std::string &msg, bool silent, std::ostream &os)
	Program option warning messages. More...
template<typename RealType , typename RNGType >
void	rayleigh_distribution (RNGType &rng, std::size_t n, RealType *r, RealType sigma)
	Generating rayleigh random variates. More...
template<MKL_INT BRNG, int Bits>
void	rayleigh_distribution (MKLEngine< BRNG, Bits > &, std::size_t, float *, float)
template<MKL_INT BRNG, int Bits>
void	rayleigh_distribution (MKLEngine< BRNG, Bits > &, std::size_t, double *, double)
template<typename UIntType , std::size_t W>
bool	rdrand (UIntType *, std::integral_constant< std::size_t, W >)
	Invoke the RDRAND instruction and return the carry flag. More...
template<typename UIntType >
bool	rdrand (UIntType *rand, std::integral_constant< std::size_t, sizeof(std::uint16_t)>)
	Invoke the 16-bits RDRAND instruction and return the carry flag. More...
template<typename UIntType >
bool	rdrand (UIntType *rand, std::integral_constant< std::size_t, sizeof(std::uint32_t)>)
	Invoke the 32-bits RDRAND instruction and return the carry flag. More...
template<typename UIntType >
bool	rdrand (UIntType *rand, std::integral_constant< std::size_t, sizeof(std::uint64_t)>)
	Invoke the 64-bits RDRAND instruction and return the carry flag. More...
template<typename IntType1 , typename IntType2 >
void	resample_trans_index_rep (std::size_t M, std::size_t N, const IntType1 *src_idx, IntType2 *replication)
	Transform parent indices into replication numbers. More...
template<typename IntType1 , typename IntType2 >
void	resample_trans_rep_index (std::size_t M, std::size_t N, const IntType1 *replication, IntType2 *src_idx)
	Transform replication numbers into parent indices. More...
template<typename IntType >
std::size_t	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	resample_trans_u01_index (std::size_t M, std::size_t N, const double *weight, U01SeqType &&u01seq, IntType *src_idx)
	Transform uniform [0, 1] sequence into parent indices. More...
template<typename IntType , typename U01SeqType >
void	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...
template<typename RealType , typename RNGType >
void	rng_rand (RNGType &rng, ChiSquaredDistribution< RealType > &dist, std::size_t n, RealType *r)
template<typename RealType , typename RNGType >
void	rng_rand (RNGType &rng, ExponentialDistribution< RealType > &dist, std::size_t n, RealType *r)
template<typename RealType , typename RNGType >
void	rng_rand (RNGType &rng, ExtremeValueDistribution< RealType > &dist, std::size_t n, RealType *r)
template<typename IntType , typename RNGType >
void	rng_rand (RNGType &rng, BernoulliDistribution< IntType > &dist, std::size_t n, IntType *r)
template<typename RealType , typename RNGType >
void	rng_rand (RNGType &rng, CauchyDistribution< RealType > &dist, std::size_t n, RealType *r)
template<typename RealType , typename RNGType >
void	rng_rand (RNGType &rng, FisherFDistribution< RealType > &dist, std::size_t n, RealType *r)
template<typename RealType , typename RNGType >
void	rng_rand (RNGType &rng, GammaDistribution< RealType > &dist, std::size_t n, RealType *r)
template<typename RNGType >
void	rng_rand (RNGType &rng, std::size_t n, typename RNGType::result_type *r)
	Generate random bits. More...
template<typename Generator >
void	rng_rand (CounterEngine< Generator > &rng, std::size_t n, typename CounterEngine< Generator >::result_type *r)
template<typename IntType , typename RNGType >
void	rng_rand (RNGType &, BernoulliIntDistribution< IntType > &, std::size_t, IntType *)
template<typename UIntType , typename RNGType >
void	rng_rand (RNGType &, UniformBitsDistribution< UIntType > &, std::size_t, UIntType *)
template<typename RealType , typename RNGType >
void	rng_rand (RNGType &, DiscreteDistribution< RealType > &, std::size_t, RealType *)
template<typename RealType , typename RNGType >
void	rng_rand (RNGType &, LaplaceDistribution< RealType > &, std::size_t, RealType *)
template<typename RealType , typename RNGType >
void	rng_rand (RNGType &, LevyDistribution< RealType > &, std::size_t, RealType *)
template<typename RealType , typename RNGType >
void	rng_rand (RNGType &, LogisticDistribution< RealType > &, std::size_t, RealType *)
template<typename RealType , typename RNGType >
void	rng_rand (RNGType &, LognormalDistribution< RealType > &, std::size_t, RealType *)
template<typename RealType , typename RNGType >
void	rng_rand (RNGType &, NormalDistribution< RealType > &, std::size_t, RealType *)
template<typename RealType , typename RNGType >
void	rng_rand (RNGType &rng, BetaDistribution< RealType > &dist, std::size_t n, RealType *r)
template<typename RealType , typename RNGType >
void	rng_rand (RNGType &, ParetoDistribution< RealType > &, std::size_t, RealType *)
template<typename RealType , typename RNGType >
void	rng_rand (RNGType &, RayleighDistribution< RealType > &, std::size_t, RealType *)
template<typename RealType , typename RNGType >
void	rng_rand (RNGType &, StudentTDistribution< RealType > &, std::size_t, RealType *)
template<typename RealType , typename RNGType , typename Left , typename Right >
void	rng_rand (RNGType &, U01LRDistribution< RealType, Left, Right > &, std::size_t, RealType *)
template<typename RealType , typename RNGType , typename Left , typename Right >
void	rng_rand (RNGType &, UniformRealLRDistribution< RealType, Left, Right > &, std::size_t, RealType *)
template<typename RealType , typename RNGType >
void	rng_rand (RNGType &, WeibullDistribution< RealType > &, std::size_t, RealType *)
template<MKL_INT BRNG, int Bits>
void	rng_rand (MKLEngine< BRNG, Bits > &, std::size_t, typename MKLEngine< BRNG, Bits >::result_type *)
template<typename T >
void	scal (std::size_t n, T a, T *x, std::size_t incx)
	Computes the product of a vector by a scalar. More...
void	scal (std::size_t n, float a, float *x, std::size_t incx)
void	scal (std::size_t n, double a, double *x, std::size_t incx)
void	sin (std::size_t n, const float *a, float *y)
void	sin (std::size_t n, const double *a, double *y)
template<typename T >
void	sin (std::size_t n, const T *a, T *y)
	For \(i=1,\ldots,n\), compute \(y_i = \cos(a_i)\). More...
void	sincos (std::size_t n, const float *a, float *y, float *z)
void	sincos (std::size_t n, const double *a, double *y, double *z)
template<typename T >
void	sincos (std::size_t n, const T *a, T *y, T *z)
	For \(i=1,\ldots,n\), compute \(y_i = \sin(a_i), z_i = \cos(a_i)\). More...
void	sinh (std::size_t n, const double *a, double *y)
void	sinh (std::size_t n, const float *a, float *y)
template<typename T >
void	sinh (std::size_t n, const T *a, T *y)
	For \(i=1,\ldots,n\), compute \(y_i = \sinh(a_i)\). More...
void	sqr (std::size_t n, const double *a, double *y)
void	sqr (std::size_t n, const float *a, float *y)
template<typename T >
void	sqr (std::size_t n, const T *a, T *y)
	For \(i=1,\ldots,n\), compute \(y_i = a_i^2\). More...
void	sqrt (std::size_t n, const double *a, double *y)
void	sqrt (std::size_t n, const float *a, float *y)
template<typename T >
void	sqrt (std::size_t n, const T *a, T *y)
	For \(i=1,\ldots,n\), compute \(y_i = \sqrt{a_i}\). More...
template<typename RealType , typename RNGType >
void	student_t_distribution (RNGType &rng, std::size_t n, RealType *r, RealType df)
	Generating student-t random variates. More...
void	sub (std::size_t n, const double *a, const double *b, double *y)
void	sub (std::size_t n, const float *a, const float *b, float *y)
template<typename T >
void	sub (std::size_t n, const T *a, const T *b, T *y)
	For \(i=1,\ldots,n\), compute \(y_i = a_i - b_i\). More...
template<typename T >
void	sub (std::size_t n, const T *a, T b, T *y)
	For \(i=1,\ldots,n\), compute \(y_i = a_i - b\). More...
template<typename T >
void	sub (std::size_t n, T a, const T *b, T *y)
	For \(i=1,\ldots,n\), compute \(y_i = a - b_i\). More...
template<typename MKLPtr , typename Derived >
void	swap (const MKLBase< MKLPtr, Derived > &ptr1, const MKLBase< MKLPtr, Derived > &ptr2)
	Swap two MKLBase objects. More...
void	tan (std::size_t n, const float *a, float *y)
void	tan (std::size_t n, const double *a, double *y)
template<typename T >
void	tan (std::size_t n, const T *a, T *y)
	For \(i=1,\ldots,n\), compute \(y_i = \tan(a_i)\). More...
void	tanh (std::size_t n, const double *a, double *y)
void	tanh (std::size_t n, const float *a, float *y)
template<typename T >
void	tanh (std::size_t n, const T *a, T *y)
	For \(i=1,\ldots,n\), compute \(y_i = \tanh(a_i)\). More...
void	tgamm (std::size_t n, const float *a, float *y)
void	tgamm (std::size_t n, const double *a, double *y)
template<typename T >
void	tgamma (std::size_t n, const T *a, T *y)
	For \(i=1,\ldots,n\), compute \(y_i = \Gamma(a_i)\), the Gamma function. More...
template<typename RealType , typename RNGType >
void	u01_cc_distribution (RNGType &rng, std::size_t n, RealType *r)
	Generate standard uniform random variates on closed-closed interval. More...
template<typename RealType , typename RNGType >
void	u01_co_distribution (RNGType &rng, std::size_t n, RealType *r)
	Generate standard uniform random variates on closed-open interval. More...
template<typename RealType , typename RNGType >
void	u01_distribution (RNGType &rng, std::size_t n, RealType *r)
	Generate standard uniform random variates. More...
template<typename RealType , typename Left , typename Right , typename RNGType >
void	u01_distribution (RNGType &, std::size_t, RealType *)
	Generate standard uniform random variates. More...
template<MKL_INT BRNG, int Bits>
void	u01_distribution (MKLEngine< BRNG, Bits > &, std::size_t, float *)
template<MKL_INT BRNG, int Bits>
void	u01_distribution (MKLEngine< BRNG, Bits > &, std::size_t, double *)
template<typename RealType , typename Left , typename Right , typename RNGType >
void	u01_lr_distribution (RNGType &rng, std::size_t n, RealType *r)
	Generate standard uniform random variates with open/closed variants. More...
template<typename RealType , typename RNGType >
void	u01_lr_distribution (RNGType &, std::size_t, RealType *)
	Generate standard uniform random variates with open/closed variants. More...
template<typename RealType , typename RNGType >
void	u01_oc_distribution (RNGType &rng, std::size_t n, RealType *r)
	Generate standard uniform random variates on open-closed interval. More...
template<typename RealType , typename RNGType >
void	u01_oo_distribution (RNGType &rng, std::size_t n, RealType *r)
	Generate standard uniform random variates on open-open interval. More...
template<typename RealType >
void	u01_sorted (std::size_t N, const RealType *u01, RealType *u01seq)
	Tranform a sequence of standard uniform random numbers to sorted sequence. More...
template<typename RealType >
void	u01_stratified (std::size_t N, const RealType *u01, RealType *u01seq)
	Transform a sequence of standard uniform random numbers to a stratified sequence. More...
template<typename RealType >
void	u01_systematic (std::size_t N, RealType u01, RealType *u01seq)
	Transform a single standard uniform random number to a systematic sequence. More...
template<typename UIntType , typename RNGType >
void	uniform_bits_distribution (RNGType &, std::size_t, UIntType *)
template<typename RealType , typename RNGType >
void	uniform_real_cc_distribution (RNGType &rng, std::size_t n, RealType *r, RealType a, RealType b)
	Generate uniform real random variates on closed-closed interval. More...
template<typename RealType , typename RNGType >
void	uniform_real_co_distribution (RNGType &rng, std::size_t n, RealType *r, RealType a, RealType b)
	Generate uniform real random variates on closed-open interval. More...
template<typename RealType , typename RNGType >
void	uniform_real_distribution (RNGType &rng, std::size_t n, RealType *r, RealType a, RealType b)
	Generate uniform real random variates. More...
template<MKL_INT BRNG, int Bits>
void	uniform_real_distribution (MKLEngine< BRNG, Bits > &, std::size_t, float *, float, float)
template<MKL_INT BRNG, int Bits>
void	uniform_real_distribution (MKLEngine< BRNG, Bits > &, std::size_t, double *, double, double)
template<typename RealType , typename Left , typename Right , typename RNGType >
void	uniform_real_lr_distribution (RNGType &rng, std::size_t n, RealType *r, RealType a, RealType b)
	Generate uniform real random variates with open/closed variants. More...
template<typename RealType , typename RNGType >
void	uniform_real_oc_distribution (RNGType &rng, std::size_t n, RealType *r, RealType a, RealType b)
	Generate uniform real random variates on open-closed interval. More...
template<typename RealType , typename RNGType >
void	uniform_real_oo_distribution (RNGType &rng, std::size_t n, RealType *r, RealType a, RealType b)
	Generate uniform real random variates on open-open interval. More...
template<typename RealType , typename RNGType >
void	weibull_distribution (RNGType &rng, std::size_t n, RealType *r, RealType a, RealType b)
	Generating weibull random variates. More...
template<MKL_INT BRNG, int Bits>
void	weibull_distribution (MKLEngine< BRNG, Bits > &, std::size_t, float *, float, float)
template<MKL_INT BRNG, int Bits>
void	weibull_distribution (MKLEngine< BRNG, Bits > &, std::size_t, double *, double, double)
double	weight_ess (std::size_t N, const double *first)
	Compute the ess given normalized weights. More...
void	weight_normalize (std::size_t N, double *first)
	Normalize weights such that the summation is one. More...
void	weight_normalize_log (std::size_t N, double *first)
	Normalize logarithm weights such that the maximum is zero. More...

Typedef Documentation

template<typename T >

using vsmc::ResampleRNGType = typedef typename ResampleRNGTypeTrait<T>::type

Definition at line 51 of file common.hpp.

using vsmc::RNG = typedef ::vsmc::Threefry

Definition at line 71 of file engine.hpp.

using vsmc::RNGSet = typedef ::vsmc::RNGSetVector<::vsmc::RNG>

Definition at line 120 of file rng_set.hpp.

template<typename T >

using vsmc::RNGSetType = typedef typename RNGSetTypeTrait<T>::type

Definition at line 124 of file rng_set.hpp.

template<typename T >

using vsmc::SingleParticleBaseType = typedef typename SingleParticleBaseTypeTrait<T>::type

Definition at line 65 of file single_particle.hpp.

template<typename T >

using vsmc::SizeType = typedef typename SizeTypeTrait<T>::type

Definition at line 212 of file traits.hpp.

template<typename RealType = double>

using vsmc::UniformRealDistribution = typedef UniformRealCODistribution<RealType>

Uniform real distribution.

Definition at line 217 of file uniform_real_distribution.hpp.

template<typename T >

using vsmc::WeightType = typedef typename WeightTypeTrait<T>::type

Definition at line 319 of file weight.hpp.

Function Documentation

void vsmc::abs ( std::size_t  n, const float *  a, float *  y  )

inline

Definition at line 113 of file vmath.hpp.

void vsmc::abs ( std::size_t  n, const double *  a, double *  y  )

inline

Definition at line 113 of file vmath.hpp.

void vsmc::acos ( std::size_t  n, const double *  a, double *  y  )

inline

Definition at line 163 of file vmath.hpp.

void vsmc::acos ( std::size_t  n, const float *  a, float *  y  )

inline

Definition at line 163 of file vmath.hpp.

void vsmc::acosh ( std::size_t  n, const float *  a, float *  y  )

inline

Definition at line 171 of file vmath.hpp.

void vsmc::acosh ( std::size_t  n, const double *  a, double *  y  )

inline

Definition at line 171 of file vmath.hpp.

void vsmc::add ( std::size_t  n, const float *  a, const float *  b, float *  y  )

inline

Definition at line 109 of file vmath.hpp.

void vsmc::add ( std::size_t  n, const double *  a, const double *  b, double *  y  )

inline

Definition at line 109 of file vmath.hpp.

void vsmc::asin ( std::size_t  n, const float *  a, float *  y  )

inline

Definition at line 164 of file vmath.hpp.

void vsmc::asin ( std::size_t  n, const double *  a, double *  y  )

inline

Definition at line 164 of file vmath.hpp.

void vsmc::asinh ( std::size_t  n, const float *  a, float *  y  )

inline

Definition at line 172 of file vmath.hpp.

void vsmc::asinh ( std::size_t  n, const double *  a, double *  y  )

inline

Definition at line 172 of file vmath.hpp.

float vsmc::asum ( std::size_t  n, const float *  x, std::size_t  incx  )

inline

Definition at line 164 of file cblas.hpp.

double vsmc::asum ( std::size_t  n, const double *  x, std::size_t  incx  )

inline

Definition at line 170 of file cblas.hpp.

void vsmc::atan ( std::size_t  n, const double *  a, double *  y  )

inline

Definition at line 165 of file vmath.hpp.

void vsmc::atan ( std::size_t  n, const float *  a, float *  y  )

inline

Definition at line 165 of file vmath.hpp.

void vsmc::atan2 ( std::size_t  n, const float *  a, const float *  b, float *  y  )

inline

Definition at line 166 of file vmath.hpp.

void vsmc::atan2 ( std::size_t  n, const double *  a, const double *  b, double *  y  )

inline

Definition at line 166 of file vmath.hpp.

void vsmc::atanh ( std::size_t  n, const float *  a, float *  y  )

inline

Definition at line 173 of file vmath.hpp.

void vsmc::atanh ( std::size_t  n, const double *  a, double *  y  )

inline

Definition at line 173 of file vmath.hpp.

void vsmc::axpy ( std::size_t  n, float  a, const float *  x, std::size_t  incx, float *  y, std::size_t  incy  )

inline

Definition at line 176 of file cblas.hpp.

void vsmc::axpy ( std::size_t  n, double  a, const double *  x, std::size_t  incx, double *  y, std::size_t  incy  )

inline

Definition at line 184 of file cblas.hpp.

template<MKL_INT BRNG, int Bits>

void vsmc::bernoulli_distribution ( MKLEngine< BRNG, Bits > &  rng, std::size_t  n, int *  r, double  p  )

inline

Definition at line 451 of file mkl.hpp.

template<typename IntType , typename RNGType >

void vsmc::bernoulli_distribution ( RNGType &  , std::size_t  , IntType *  , double    )

inline

template<MKL_INT BRNG, int Bits>

void vsmc::bernoulli_distribution ( MKLEngine< BRNG, Bits > &  , std::size_t  , MKL_INT *  , double    )

inline

template<MKL_INT BRNG, int Bits>

void vsmc::beta_distribution ( MKLEngine< BRNG, Bits > &  rng, std::size_t  n, float *  r, float  alpha, float  beta  )

inline

Definition at line 616 of file mkl.hpp.

template<MKL_INT BRNG, int Bits>

void vsmc::beta_distribution ( MKLEngine< BRNG, Bits > &  rng, std::size_t  n, double *  r, double  alpha, double  beta  )

inline

Definition at line 623 of file mkl.hpp.

template<MKL_INT BRNG, int Bits>

void vsmc::cauchy_distribution ( MKLEngine< BRNG, Bits > &  rng, std::size_t  n, float *  r, float  a, float  b  )

inline

Definition at line 542 of file mkl.hpp.

template<MKL_INT BRNG, int Bits>

void vsmc::cauchy_distribution ( MKLEngine< BRNG, Bits > &  rng, std::size_t  n, double *  r, double  a, double  b  )

inline

Definition at line 549 of file mkl.hpp.

void vsmc::cbrt ( std::size_t  n, const float *  a, float *  y  )

inline

Definition at line 131 of file vmath.hpp.

void vsmc::cbrt ( std::size_t  n, const double *  a, double *  y  )

inline

Definition at line 131 of file vmath.hpp.

void vsmc::cdfnorm ( std::size_t  n, const float *  a, float *  y  )

inline

Definition at line 177 of file vmath.hpp.

void vsmc::cdfnorm ( std::size_t  n, const double *  a, double *  y  )

inline

Definition at line 177 of file vmath.hpp.

void vsmc::cdfnorminv ( std::size_t  n, const float *  a, float *  y  )

inline

Definition at line 180 of file vmath.hpp.

void vsmc::cdfnorminv ( std::size_t  n, const double *  a, double *  y  )

inline

Definition at line 180 of file vmath.hpp.

template<>

double vsmc::const_e< double > ( )

inlinenoexcept

Definition at line 198 of file constants.hpp.

template<>

float vsmc::const_e< float > ( )

inlinenoexcept

Definition at line 198 of file constants.hpp.

template<>

long double vsmc::const_e< long double > ( )

inlinenoexcept

Definition at line 198 of file constants.hpp.

template<>

double vsmc::const_e_inv< double > ( )

inlinenoexcept

Definition at line 202 of file constants.hpp.

template<>

float vsmc::const_e_inv< float > ( )

inlinenoexcept

Definition at line 202 of file constants.hpp.

template<>

long double vsmc::const_e_inv< long double > ( )

inlinenoexcept

Definition at line 202 of file constants.hpp.

template<>

double vsmc::const_ln_10< double > ( )

inlinenoexcept

Definition at line 263 of file constants.hpp.

template<>

float vsmc::const_ln_10< float > ( )

inlinenoexcept

Definition at line 263 of file constants.hpp.

template<>

long double vsmc::const_ln_10< long double > ( )

inlinenoexcept

Definition at line 263 of file constants.hpp.

template<>

double vsmc::const_ln_2< double > ( )

inlinenoexcept

Definition at line 251 of file constants.hpp.

template<>

float vsmc::const_ln_2< float > ( )

inlinenoexcept

Definition at line 251 of file constants.hpp.

template<>

long double vsmc::const_ln_2< long double > ( )

inlinenoexcept

Definition at line 251 of file constants.hpp.

template<>

double vsmc::const_ln_3< double > ( )

inlinenoexcept

Definition at line 255 of file constants.hpp.

template<>

float vsmc::const_ln_3< float > ( )

inlinenoexcept

Definition at line 255 of file constants.hpp.

template<>

long double vsmc::const_ln_3< long double > ( )

inlinenoexcept

Definition at line 255 of file constants.hpp.

template<>

double vsmc::const_ln_5< double > ( )

inlinenoexcept

Definition at line 259 of file constants.hpp.

template<>

float vsmc::const_ln_5< float > ( )

inlinenoexcept

Definition at line 259 of file constants.hpp.

template<>

long double vsmc::const_ln_5< long double > ( )

inlinenoexcept

Definition at line 259 of file constants.hpp.

template<>

double vsmc::const_ln_inv_10< double > ( )

inlinenoexcept

Definition at line 282 of file constants.hpp.

template<>

float vsmc::const_ln_inv_10< float > ( )

inlinenoexcept

Definition at line 282 of file constants.hpp.

template<>

long double vsmc::const_ln_inv_10< long double > ( )

inlinenoexcept

Definition at line 282 of file constants.hpp.

template<>

double vsmc::const_ln_inv_2< double > ( )

inlinenoexcept

Definition at line 267 of file constants.hpp.

template<>

float vsmc::const_ln_inv_2< float > ( )

inlinenoexcept

Definition at line 267 of file constants.hpp.

template<>

long double vsmc::const_ln_inv_2< long double > ( )

inlinenoexcept

Definition at line 267 of file constants.hpp.

template<>

double vsmc::const_ln_inv_3< double > ( )

inlinenoexcept

Definition at line 272 of file constants.hpp.

template<>

float vsmc::const_ln_inv_3< float > ( )

inlinenoexcept

Definition at line 272 of file constants.hpp.

template<>

long double vsmc::const_ln_inv_3< long double > ( )

inlinenoexcept

Definition at line 272 of file constants.hpp.

template<>

double vsmc::const_ln_inv_5< double > ( )

inlinenoexcept

Definition at line 277 of file constants.hpp.

template<>

float vsmc::const_ln_inv_5< float > ( )

inlinenoexcept

Definition at line 277 of file constants.hpp.

template<>

long double vsmc::const_ln_inv_5< long double > ( )

inlinenoexcept

Definition at line 277 of file constants.hpp.

template<>

double vsmc::const_ln_ln_2< double > ( )

inlinenoexcept

Definition at line 287 of file constants.hpp.

template<>

float vsmc::const_ln_ln_2< float > ( )

inlinenoexcept

Definition at line 287 of file constants.hpp.

template<>

long double vsmc::const_ln_ln_2< long double > ( )

inlinenoexcept

Definition at line 287 of file constants.hpp.

template<>

double vsmc::const_ln_pi< double > ( )

inlinenoexcept

Definition at line 155 of file constants.hpp.

template<>

float vsmc::const_ln_pi< float > ( )

inlinenoexcept

Definition at line 155 of file constants.hpp.

template<>

long double vsmc::const_ln_pi< long double > ( )

inlinenoexcept

Definition at line 155 of file constants.hpp.

template<>

double vsmc::const_ln_pi_2< double > ( )

inlinenoexcept

Definition at line 159 of file constants.hpp.

template<>

float vsmc::const_ln_pi_2< float > ( )

inlinenoexcept

Definition at line 159 of file constants.hpp.

template<>

long double vsmc::const_ln_pi_2< long double > ( )

inlinenoexcept

Definition at line 159 of file constants.hpp.

template<>

double vsmc::const_ln_pi_2by3< double > ( )

inlinenoexcept

Definition at line 184 of file constants.hpp.

template<>

float vsmc::const_ln_pi_2by3< float > ( )

inlinenoexcept

Definition at line 184 of file constants.hpp.

template<>

long double vsmc::const_ln_pi_2by3< long double > ( )

inlinenoexcept

Definition at line 184 of file constants.hpp.

template<>

double vsmc::const_ln_pi_3by4< double > ( )

inlinenoexcept

Definition at line 189 of file constants.hpp.

template<>

float vsmc::const_ln_pi_3by4< float > ( )

inlinenoexcept

Definition at line 189 of file constants.hpp.

template<>

long double vsmc::const_ln_pi_3by4< long double > ( )

inlinenoexcept

Definition at line 189 of file constants.hpp.

template<>

double vsmc::const_ln_pi_4by3< double > ( )

inlinenoexcept

Definition at line 194 of file constants.hpp.

template<>

float vsmc::const_ln_pi_4by3< float > ( )

inlinenoexcept

Definition at line 194 of file constants.hpp.

template<>

long double vsmc::const_ln_pi_4by3< long double > ( )

inlinenoexcept

Definition at line 194 of file constants.hpp.

template<>

double vsmc::const_ln_pi_by2< double > ( )

inlinenoexcept

Definition at line 164 of file constants.hpp.

template<>

float vsmc::const_ln_pi_by2< float > ( )

inlinenoexcept

Definition at line 164 of file constants.hpp.

template<>

long double vsmc::const_ln_pi_by2< long double > ( )

inlinenoexcept

Definition at line 164 of file constants.hpp.

template<>

double vsmc::const_ln_pi_by3< double > ( )

inlinenoexcept

Definition at line 169 of file constants.hpp.

template<>

float vsmc::const_ln_pi_by3< float > ( )

inlinenoexcept

Definition at line 169 of file constants.hpp.

template<>

long double vsmc::const_ln_pi_by3< long double > ( )

inlinenoexcept

Definition at line 169 of file constants.hpp.

template<>

double vsmc::const_ln_pi_by4< double > ( )

inlinenoexcept

Definition at line 174 of file constants.hpp.

template<>

float vsmc::const_ln_pi_by4< float > ( )

inlinenoexcept

Definition at line 174 of file constants.hpp.

template<>

long double vsmc::const_ln_pi_by4< long double > ( )

inlinenoexcept

Definition at line 174 of file constants.hpp.

template<>

double vsmc::const_ln_pi_by6< double > ( )

inlinenoexcept

Definition at line 179 of file constants.hpp.

template<>

float vsmc::const_ln_pi_by6< float > ( )

inlinenoexcept

Definition at line 179 of file constants.hpp.

template<>

long double vsmc::const_ln_pi_by6< long double > ( )

inlinenoexcept

Definition at line 179 of file constants.hpp.

template<>

double vsmc::const_pi< double > ( )

inlinenoexcept

Definition at line 62 of file constants.hpp.

template<>

float vsmc::const_pi< float > ( )

inlinenoexcept

Definition at line 62 of file constants.hpp.

template<>

long double vsmc::const_pi< long double > ( )

inlinenoexcept

Definition at line 62 of file constants.hpp.

template<>

double vsmc::const_pi_2< double > ( )

inlinenoexcept

Definition at line 66 of file constants.hpp.

template<>

float vsmc::const_pi_2< float > ( )

inlinenoexcept

Definition at line 66 of file constants.hpp.

template<>

long double vsmc::const_pi_2< long double > ( )

inlinenoexcept

Definition at line 66 of file constants.hpp.

template<>

double vsmc::const_pi_2by3< double > ( )

inlinenoexcept

Definition at line 94 of file constants.hpp.

template<>

float vsmc::const_pi_2by3< float > ( )

inlinenoexcept

Definition at line 94 of file constants.hpp.

template<>

long double vsmc::const_pi_2by3< long double > ( )

inlinenoexcept

Definition at line 94 of file constants.hpp.

template<>

double vsmc::const_pi_3by4< double > ( )

inlinenoexcept

Definition at line 98 of file constants.hpp.

template<>

float vsmc::const_pi_3by4< float > ( )

inlinenoexcept

Definition at line 98 of file constants.hpp.

template<>

long double vsmc::const_pi_3by4< long double > ( )

inlinenoexcept

Definition at line 98 of file constants.hpp.

template<>

double vsmc::const_pi_4by3< double > ( )

inlinenoexcept

Definition at line 102 of file constants.hpp.

template<>

float vsmc::const_pi_4by3< float > ( )

inlinenoexcept

Definition at line 102 of file constants.hpp.

template<>

long double vsmc::const_pi_4by3< long double > ( )

inlinenoexcept

Definition at line 102 of file constants.hpp.

template<>

double vsmc::const_pi_by2< double > ( )

inlinenoexcept

Definition at line 78 of file constants.hpp.

template<>

float vsmc::const_pi_by2< float > ( )

inlinenoexcept

Definition at line 78 of file constants.hpp.

template<>

long double vsmc::const_pi_by2< long double > ( )

inlinenoexcept

Definition at line 78 of file constants.hpp.

template<>

double vsmc::const_pi_by3< double > ( )

inlinenoexcept

Definition at line 82 of file constants.hpp.

template<>

float vsmc::const_pi_by3< float > ( )

inlinenoexcept

Definition at line 82 of file constants.hpp.

template<>

long double vsmc::const_pi_by3< long double > ( )

inlinenoexcept

Definition at line 82 of file constants.hpp.

template<>

double vsmc::const_pi_by4< double > ( )

inlinenoexcept

Definition at line 86 of file constants.hpp.

template<>

float vsmc::const_pi_by4< float > ( )

inlinenoexcept

Definition at line 86 of file constants.hpp.

template<>

long double vsmc::const_pi_by4< long double > ( )

inlinenoexcept

Definition at line 86 of file constants.hpp.

template<>

double vsmc::const_pi_by6< double > ( )

inlinenoexcept

Definition at line 90 of file constants.hpp.

template<>

float vsmc::const_pi_by6< float > ( )

inlinenoexcept

Definition at line 90 of file constants.hpp.

template<>

long double vsmc::const_pi_by6< long double > ( )

inlinenoexcept

Definition at line 90 of file constants.hpp.

template<>

double vsmc::const_pi_inv< double > ( )

inlinenoexcept

Definition at line 70 of file constants.hpp.

template<>

float vsmc::const_pi_inv< float > ( )

inlinenoexcept

Definition at line 70 of file constants.hpp.

template<>

long double vsmc::const_pi_inv< long double > ( )

inlinenoexcept

Definition at line 70 of file constants.hpp.

template<>

double vsmc::const_pi_sqr< double > ( )

inlinenoexcept

Definition at line 74 of file constants.hpp.

template<>

float vsmc::const_pi_sqr< float > ( )

inlinenoexcept

Definition at line 74 of file constants.hpp.

template<>

long double vsmc::const_pi_sqr< long double > ( )

inlinenoexcept

Definition at line 74 of file constants.hpp.

template<>

double vsmc::const_sqrt_10< double > ( )

inlinenoexcept

Definition at line 227 of file constants.hpp.

template<>

float vsmc::const_sqrt_10< float > ( )

inlinenoexcept

Definition at line 227 of file constants.hpp.

template<>

long double vsmc::const_sqrt_10< long double > ( )

inlinenoexcept

Definition at line 227 of file constants.hpp.

template<>

double vsmc::const_sqrt_1by10< double > ( )

inlinenoexcept

Definition at line 247 of file constants.hpp.

template<>

float vsmc::const_sqrt_1by10< float > ( )

inlinenoexcept

Definition at line 247 of file constants.hpp.

template<>

long double vsmc::const_sqrt_1by10< long double > ( )

inlinenoexcept

Definition at line 247 of file constants.hpp.

template<>

double vsmc::const_sqrt_1by2< double > ( )

inlinenoexcept

Definition at line 232 of file constants.hpp.

template<>

float vsmc::const_sqrt_1by2< float > ( )

inlinenoexcept

Definition at line 232 of file constants.hpp.

template<>

long double vsmc::const_sqrt_1by2< long double > ( )

inlinenoexcept

Definition at line 232 of file constants.hpp.

template<>

double vsmc::const_sqrt_1by3< double > ( )

inlinenoexcept

Definition at line 237 of file constants.hpp.

template<>

float vsmc::const_sqrt_1by3< float > ( )

inlinenoexcept

Definition at line 237 of file constants.hpp.

template<>

long double vsmc::const_sqrt_1by3< long double > ( )

inlinenoexcept

Definition at line 237 of file constants.hpp.

template<>

double vsmc::const_sqrt_1by5< double > ( )

inlinenoexcept

Definition at line 242 of file constants.hpp.

template<>

float vsmc::const_sqrt_1by5< float > ( )

inlinenoexcept

Definition at line 242 of file constants.hpp.

template<>

long double vsmc::const_sqrt_1by5< long double > ( )

inlinenoexcept

Definition at line 242 of file constants.hpp.

template<>

double vsmc::const_sqrt_2< double > ( )

inlinenoexcept

Definition at line 215 of file constants.hpp.

template<>

float vsmc::const_sqrt_2< float > ( )

inlinenoexcept

Definition at line 215 of file constants.hpp.

template<>

long double vsmc::const_sqrt_2< long double > ( )

inlinenoexcept

Definition at line 215 of file constants.hpp.

template<>

double vsmc::const_sqrt_3< double > ( )

inlinenoexcept

Definition at line 219 of file constants.hpp.

template<>

float vsmc::const_sqrt_3< float > ( )

inlinenoexcept

Definition at line 219 of file constants.hpp.

template<>

long double vsmc::const_sqrt_3< long double > ( )

inlinenoexcept

Definition at line 219 of file constants.hpp.

template<>

double vsmc::const_sqrt_5< double > ( )

inlinenoexcept

Definition at line 223 of file constants.hpp.

template<>

float vsmc::const_sqrt_5< float > ( )

inlinenoexcept

Definition at line 223 of file constants.hpp.

template<>

long double vsmc::const_sqrt_5< long double > ( )

inlinenoexcept

Definition at line 223 of file constants.hpp.

template<>

double vsmc::const_sqrt_e< double > ( )

inlinenoexcept

Definition at line 206 of file constants.hpp.

template<>

float vsmc::const_sqrt_e< float > ( )

inlinenoexcept

Definition at line 206 of file constants.hpp.

template<>

long double vsmc::const_sqrt_e< long double > ( )

inlinenoexcept

Definition at line 206 of file constants.hpp.

template<>

double vsmc::const_sqrt_e_inv< double > ( )

inlinenoexcept

Definition at line 211 of file constants.hpp.

template<>

float vsmc::const_sqrt_e_inv< float > ( )

inlinenoexcept

Definition at line 211 of file constants.hpp.

template<>

long double vsmc::const_sqrt_e_inv< long double > ( )

inlinenoexcept

Definition at line 211 of file constants.hpp.

template<>

double vsmc::const_sqrt_pi< double > ( )

inlinenoexcept

Definition at line 106 of file constants.hpp.

template<>

float vsmc::const_sqrt_pi< float > ( )

inlinenoexcept

Definition at line 106 of file constants.hpp.

template<>

long double vsmc::const_sqrt_pi< long double > ( )

inlinenoexcept

Definition at line 106 of file constants.hpp.

template<>

double vsmc::const_sqrt_pi_2< double > ( )

inlinenoexcept

Definition at line 111 of file constants.hpp.

template<>

float vsmc::const_sqrt_pi_2< float > ( )

inlinenoexcept

Definition at line 111 of file constants.hpp.

template<>

long double vsmc::const_sqrt_pi_2< long double > ( )

inlinenoexcept

Definition at line 111 of file constants.hpp.

template<>

double vsmc::const_sqrt_pi_2by3< double > ( )

inlinenoexcept

Definition at line 141 of file constants.hpp.

template<>

float vsmc::const_sqrt_pi_2by3< float > ( )

inlinenoexcept

Definition at line 141 of file constants.hpp.

template<>

long double vsmc::const_sqrt_pi_2by3< long double > ( )

inlinenoexcept

Definition at line 141 of file constants.hpp.

template<>

double vsmc::const_sqrt_pi_3by4< double > ( )

inlinenoexcept

Definition at line 146 of file constants.hpp.

template<>

float vsmc::const_sqrt_pi_3by4< float > ( )

inlinenoexcept

Definition at line 146 of file constants.hpp.

template<>

long double vsmc::const_sqrt_pi_3by4< long double > ( )

inlinenoexcept

Definition at line 146 of file constants.hpp.

template<>

double vsmc::const_sqrt_pi_4by3< double > ( )

inlinenoexcept

Definition at line 151 of file constants.hpp.

template<>

float vsmc::const_sqrt_pi_4by3< float > ( )

inlinenoexcept

Definition at line 151 of file constants.hpp.

template<>

long double vsmc::const_sqrt_pi_4by3< long double > ( )

inlinenoexcept

Definition at line 151 of file constants.hpp.

template<>

double vsmc::const_sqrt_pi_by2< double > ( )

inlinenoexcept

Definition at line 121 of file constants.hpp.

template<>

float vsmc::const_sqrt_pi_by2< float > ( )

inlinenoexcept

Definition at line 121 of file constants.hpp.

template<>

long double vsmc::const_sqrt_pi_by2< long double > ( )

inlinenoexcept

Definition at line 121 of file constants.hpp.

template<>

double vsmc::const_sqrt_pi_by3< double > ( )

inlinenoexcept

Definition at line 126 of file constants.hpp.

template<>

float vsmc::const_sqrt_pi_by3< float > ( )

inlinenoexcept

Definition at line 126 of file constants.hpp.

template<>

long double vsmc::const_sqrt_pi_by3< long double > ( )

inlinenoexcept

Definition at line 126 of file constants.hpp.

template<>

double vsmc::const_sqrt_pi_by4< double > ( )

inlinenoexcept

Definition at line 131 of file constants.hpp.

template<>

float vsmc::const_sqrt_pi_by4< float > ( )

inlinenoexcept

Definition at line 131 of file constants.hpp.

template<>

long double vsmc::const_sqrt_pi_by4< long double > ( )

inlinenoexcept

Definition at line 131 of file constants.hpp.

template<>

double vsmc::const_sqrt_pi_by6< double > ( )

inlinenoexcept

Definition at line 136 of file constants.hpp.

template<>

float vsmc::const_sqrt_pi_by6< float > ( )

inlinenoexcept

Definition at line 136 of file constants.hpp.

template<>

long double vsmc::const_sqrt_pi_by6< long double > ( )

inlinenoexcept

Definition at line 136 of file constants.hpp.

template<>

double vsmc::const_sqrt_pi_inv< double > ( )

inlinenoexcept

Definition at line 116 of file constants.hpp.

template<>

float vsmc::const_sqrt_pi_inv< float > ( )

inlinenoexcept

Definition at line 116 of file constants.hpp.

template<>

long double vsmc::const_sqrt_pi_inv< long double > ( )

inlinenoexcept

Definition at line 116 of file constants.hpp.

void vsmc::copy ( std::size_t  n, const float *  x, std::size_t  incx, float *  y, std::size_t  incy  )

inline

Definition at line 192 of file cblas.hpp.

void vsmc::copy ( std::size_t  n, const double *  x, std::size_t  incx, double *  y, std::size_t  incy  )

inline

Definition at line 200 of file cblas.hpp.

void vsmc::cos ( std::size_t  n, const float *  a, float *  y  )

inline

Definition at line 152 of file vmath.hpp.

void vsmc::cos ( std::size_t  n, const double *  a, double *  y  )

inline

Definition at line 152 of file vmath.hpp.

void vsmc::cosh ( std::size_t  n, const float *  a, float *  y  )

inline

Definition at line 168 of file vmath.hpp.

void vsmc::cosh ( std::size_t  n, const double *  a, double *  y  )

inline

Definition at line 168 of file vmath.hpp.

void vsmc::div ( std::size_t  n, const float *  a, const float *  b, float *  y  )

inline

Definition at line 128 of file vmath.hpp.

void vsmc::div ( std::size_t  n, const double *  a, const double *  b, double *  y  )

inline

Definition at line 128 of file vmath.hpp.

float vsmc::dot ( std::size_t  n, const float *  x, std::size_t  incx, const float *  y, std::size_t  incy  )

inline

Definition at line 208 of file cblas.hpp.

double vsmc::dot ( std::size_t  n, const double *  x, std::size_t  incx, const double *  y, std::size_t  incy  )

inline

Definition at line 216 of file cblas.hpp.

void vsmc::erf ( std::size_t  n, const float *  a, float *  y  )

inline

Definition at line 175 of file vmath.hpp.

void vsmc::erf ( std::size_t  n, const double *  a, double *  y  )

inline

Definition at line 175 of file vmath.hpp.

void vsmc::erfc ( std::size_t  n, const float *  a, float *  y  )

inline

Definition at line 176 of file vmath.hpp.

void vsmc::erfc ( std::size_t  n, const double *  a, double *  y  )

inline

Definition at line 176 of file vmath.hpp.

void vsmc::erfcinv ( std::size_t  n, const float *  a, float *  y  )

inline

Definition at line 179 of file vmath.hpp.

void vsmc::erfcinv ( std::size_t  n, const double *  a, double *  y  )

inline

Definition at line 179 of file vmath.hpp.

void vsmc::erfinv ( std::size_t  n, const float *  a, float *  y  )

inline

Definition at line 178 of file vmath.hpp.

void vsmc::erfinv ( std::size_t  n, const double *  a, double *  y  )

inline

Definition at line 178 of file vmath.hpp.

void vsmc::exp ( std::size_t  n, const float *  a, float *  y  )

inline

Definition at line 146 of file vmath.hpp.

void vsmc::exp ( std::size_t  n, const double *  a, double *  y  )

inline

Definition at line 146 of file vmath.hpp.

void vsmc::expm1 ( std::size_t  n, const float *  a, float *  y  )

inline

Definition at line 147 of file vmath.hpp.

void vsmc::expm1 ( std::size_t  n, const double *  a, double *  y  )

inline

Definition at line 147 of file vmath.hpp.

template<MKL_INT BRNG, int Bits>

void vsmc::exponential_distribution ( MKLEngine< BRNG, Bits > &  rng, std::size_t  n, float *  r, float  lambda  )

inline

Definition at line 500 of file mkl.hpp.

template<MKL_INT BRNG, int Bits>

void vsmc::exponential_distribution ( MKLEngine< BRNG, Bits > &  rng, std::size_t  n, double *  r, double  lambda  )

inline

Definition at line 507 of file mkl.hpp.

template<MKL_INT BRNG, int Bits>

void vsmc::extreme_value_distribution ( MKLEngine< BRNG, Bits > &  rng, std::size_t  n, float *  r, float  a, float  b  )

inline

Definition at line 586 of file mkl.hpp.

template<MKL_INT BRNG, int Bits>

void vsmc::extreme_value_distribution ( MKLEngine< BRNG, Bits > &  rng, std::size_t  n, double *  r, double  a, double  b  )

inline

Definition at line 594 of file mkl.hpp.

template<MKL_INT BRNG, int Bits>

void vsmc::gamma_distribution ( MKLEngine< BRNG, Bits > &  rng, std::size_t  n, float *  r, float  alpha, float  beta  )

inline

Definition at line 602 of file mkl.hpp.

template<MKL_INT BRNG, int Bits>

void vsmc::gamma_distribution ( MKLEngine< BRNG, Bits > &  rng, std::size_t  n, double *  r, double  alpha, double  beta  )

inline

Definition at line 609 of file mkl.hpp.

void vsmc::gemv ( MatrixOrder  order, MatrixTrans  trans, std::size_t  m, std::size_t  n, float  alpha, const float *  A, std::size_t  lda, const float *  x, std::size_t  incx, float  beta, float *  y, std::size_t  incy  )

inline

Definition at line 248 of file cblas.hpp.

void vsmc::gemv ( MatrixOrder  order, MatrixTrans  trans, std::size_t  m, std::size_t  n, double  alpha, const double *  A, std::size_t  lda, const double *  x, std::size_t  incx, double  beta, double *  y, std::size_t  incy  )

inline

Definition at line 260 of file cblas.hpp.

template<typename >

inline ::hid_t vsmc::hdf5io_datatype

(

)

HDF5 data type.

Definition at line 129 of file hdf5io.hpp.

void vsmc::hypot ( std::size_t  n, const float *  a, const float *  b, float *  y  )

inline

Definition at line 144 of file vmath.hpp.

void vsmc::hypot ( std::size_t  n, const double *  a, const double *  b, double *  y  )

inline

Definition at line 144 of file vmath.hpp.

void vsmc::inv ( std::size_t  n, const float *  a, float *  y  )

inline

Definition at line 127 of file vmath.hpp.

void vsmc::inv ( std::size_t  n, const double *  a, double *  y  )

inline

Definition at line 127 of file vmath.hpp.

void vsmc::invcbrt ( std::size_t  n, const double *  a, double *  y  )

inline

Definition at line 132 of file vmath.hpp.

void vsmc::invcbrt ( std::size_t  n, const float *  a, float *  y  )

inline

Definition at line 132 of file vmath.hpp.

void vsmc::invsqrt ( std::size_t  n, const float *  a, float *  y  )

inline

Definition at line 130 of file vmath.hpp.

void vsmc::invsqrt ( std::size_t  n, const double *  a, double *  y  )

inline

Definition at line 130 of file vmath.hpp.

template<MKL_INT BRNG, int Bits>

void vsmc::laplace_distribution ( MKLEngine< BRNG, Bits > &  rng, std::size_t  n, float *  r, float  location, float  scale  )

inline

Definition at line 514 of file mkl.hpp.

template<MKL_INT BRNG, int Bits>

void vsmc::laplace_distribution ( MKLEngine< BRNG, Bits > &  rng, std::size_t  n, double *  r, double  location, double  scale  )

inline

Definition at line 521 of file mkl.hpp.

void vsmc::lgamma ( std::size_t  n, const float *  a, float *  y  )

inline

Definition at line 181 of file vmath.hpp.

void vsmc::lgamma ( std::size_t  n, const double *  a, double *  y  )

inline

Definition at line 181 of file vmath.hpp.

void vsmc::linear_frac ( std::size_t  n, const float *  a, const float *  b, float  beta_a, float  beta_b, float  mu_a, float  mu_b, float *  y  )

inline

Definition at line 114 of file vmath.hpp.

void vsmc::linear_frac ( std::size_t  n, const double *  a, const double *  b, double  beta_a, double  beta_b, double  mu_a, double  mu_b, double *  y  )

inline

Definition at line 120 of file vmath.hpp.

void vsmc::log ( std::size_t  n, const float *  a, float *  y  )

inline

Definition at line 148 of file vmath.hpp.

void vsmc::log ( std::size_t  n, const double *  a, double *  y  )

inline

Definition at line 148 of file vmath.hpp.

void vsmc::log10 ( std::size_t  n, const float *  a, float *  y  )

inline

Definition at line 149 of file vmath.hpp.

void vsmc::log10 ( std::size_t  n, const double *  a, double *  y  )

inline

Definition at line 149 of file vmath.hpp.

void vsmc::log1p ( std::size_t  n, const double *  a, double *  y  )

inline

Definition at line 150 of file vmath.hpp.

void vsmc::log1p ( std::size_t  n, const float *  a, float *  y  )

inline

Definition at line 150 of file vmath.hpp.

template<MKL_INT BRNG, int Bits>

void vsmc::lognormal_distribution ( MKLEngine< BRNG, Bits > &  rng, std::size_t  n, float *  r, float  m, float  s  )

inline

Definition at line 572 of file mkl.hpp.

template<MKL_INT BRNG, int Bits>

void vsmc::lognormal_distribution ( MKLEngine< BRNG, Bits > &  rng, std::size_t  n, double *  r, double  m, double  s  )

inline

Definition at line 579 of file mkl.hpp.

template<>

int vsmc::mkl_brng< ::vsmc::Philox2x32 > ( )

inline

Definition at line 45 of file mkl_brng.hpp.

template<>

int vsmc::mkl_brng< ::vsmc::Philox2x64 > ( )

inline

Definition at line 47 of file mkl_brng.hpp.

template<>

int vsmc::mkl_brng< ::vsmc::Philox4x32 > ( )

inline

Definition at line 46 of file mkl_brng.hpp.

template<>

int vsmc::mkl_brng< ::vsmc::Philox4x64 > ( )

inline

Definition at line 48 of file mkl_brng.hpp.

template<>

int vsmc::mkl_brng< ::vsmc::Threefry2x32 > ( )

inline

Definition at line 50 of file mkl_brng.hpp.

template<>

int vsmc::mkl_brng< ::vsmc::Threefry2x64 > ( )

inline

Definition at line 52 of file mkl_brng.hpp.

template<>

int vsmc::mkl_brng< ::vsmc::Threefry4x32 > ( )

inline

Definition at line 51 of file mkl_brng.hpp.

template<>

int vsmc::mkl_brng< ::vsmc::Threefry4x64 > ( )

inline

Definition at line 53 of file mkl_brng.hpp.

template<>

int vsmc::mkl_brng< std::knuth_b > ( )

inline

Definition at line 43 of file mkl_brng.hpp.

template<>

int vsmc::mkl_brng< std::minstd_rand > ( )

inline

Definition at line 37 of file mkl_brng.hpp.

template<>

int vsmc::mkl_brng< std::minstd_rand0 > ( )

inline

Definition at line 36 of file mkl_brng.hpp.

template<>

int vsmc::mkl_brng< std::mt19937 > ( )

inline

Definition at line 35 of file mkl_brng.hpp.

template<>

int vsmc::mkl_brng< std::mt19937_64 > ( )

inline

Definition at line 38 of file mkl_brng.hpp.

template<>

int vsmc::mkl_brng< std::ranlux24 > ( )

inline

Definition at line 41 of file mkl_brng.hpp.

template<>

int vsmc::mkl_brng< std::ranlux24_base > ( )

inline

Definition at line 39 of file mkl_brng.hpp.

template<>

int vsmc::mkl_brng< std::ranlux48 > ( )

inline

Definition at line 42 of file mkl_brng.hpp.

template<>

int vsmc::mkl_brng< std::ranlux48_base > ( )

inline

Definition at line 40 of file mkl_brng.hpp.

void vsmc::mul ( std::size_t  n, const double *  a, const double *  b, double *  y  )

inline

Definition at line 112 of file vmath.hpp.

void vsmc::mul ( std::size_t  n, const float *  a, const float *  b, float *  y  )

inline

Definition at line 112 of file vmath.hpp.

template<MKL_INT BRNG, int Bits>

void vsmc::normal_distribution ( MKLEngine< BRNG, Bits > &  rng, std::size_t  n, float *  r, float  mean, float  stddev  )

inline

Definition at line 486 of file mkl.hpp.

template<MKL_INT BRNG, int Bits>

void vsmc::normal_distribution ( MKLEngine< BRNG, Bits > &  rng, std::size_t  n, double *  r, double  mean, double  stddev  )

inline

Definition at line 493 of file mkl.hpp.

float vsmc::nrm2 ( std::size_t  n, const float *  x, std::size_t  incx  )

inline

Definition at line 224 of file cblas.hpp.

double vsmc::nrm2 ( std::size_t  n, const double *  x, std::size_t  incx  )

inline

Definition at line 230 of file cblas.hpp.

template<typename CharT , typename Traits , MatrixOrder Order, std::size_t Dim, typename T >

std::basic_ostream<CharT, Traits>& vsmc::operator<< ( std::basic_ostream< CharT, Traits > &  os, const StateMatrixBase< Order, Dim, T > &  smatrix  )

inline

Definition at line 203 of file state_matrix.hpp.

template<typename CharT , typename Traits , typename T , std::size_t N>

std::basic_ostream<CharT, Traits>& vsmc::operator<< ( std::basic_ostream< CharT, Traits > &  os, const std::array< T, N > &  ary  )

inline

Definition at line 125 of file common.hpp.

template<typename CharT , typename Traits , typename T >

std::basic_ostream<CharT, Traits>& vsmc::operator<< ( std::basic_ostream< CharT, Traits > &  os, const Sampler< T > &  sampler  )

inline

Definition at line 929 of file sampler.hpp.

template<typename CharT , typename Traits , typename T , std::size_t N>

std::basic_istream<CharT, Traits>& vsmc::operator>> ( std::basic_istream< CharT, Traits > &  is, std::array< T, N > &  ary  )

inline

Definition at line 139 of file common.hpp.

void vsmc::pow ( std::size_t  n, const double *  a, const double *  b, double *  y  )

inline

Definition at line 135 of file vmath.hpp.

void vsmc::pow ( std::size_t  n, const float *  a, const float *  b, float *  y  )

inline

Definition at line 135 of file vmath.hpp.

void vsmc::pow ( std::size_t  n, const float *  a, float  b, float *  y  )

inline

Definition at line 136 of file vmath.hpp.

void vsmc::pow ( std::size_t  n, const double *  a, double  b, double *  y  )

inline

Definition at line 140 of file vmath.hpp.

void vsmc::pow2o3 ( std::size_t  n, const float *  a, float *  y  )

inline

Definition at line 133 of file vmath.hpp.

void vsmc::pow2o3 ( std::size_t  n, const double *  a, double *  y  )

inline

Definition at line 133 of file vmath.hpp.

void vsmc::pow3o2 ( std::size_t  n, const float *  a, float *  y  )

inline

Definition at line 134 of file vmath.hpp.

void vsmc::pow3o2 ( std::size_t  n, const double *  a, double *  y  )

inline

Definition at line 134 of file vmath.hpp.

template<MKL_INT BRNG, int Bits>

void vsmc::rayleigh_distribution ( MKLEngine< BRNG, Bits > &  rng, std::size_t  n, float *  r, float  sigma  )

inline

Definition at line 556 of file mkl.hpp.

template<MKL_INT BRNG, int Bits>

void vsmc::rayleigh_distribution ( MKLEngine< BRNG, Bits > &  rng, std::size_t  n, double *  r, double  sigma  )

inline

Definition at line 564 of file mkl.hpp.

template<typename RealType , typename RNGType >

void vsmc::rng_rand ( RNGType &  rng, ChiSquaredDistribution< RealType > &  dist, std::size_t  n, RealType *  r  )

inline

Definition at line 96 of file chi_squared_distribution.hpp.

template<typename RealType , typename RNGType >

void vsmc::rng_rand ( RNGType &  rng, ExponentialDistribution< RealType > &  dist, std::size_t  n, RealType *  r  )

inline

Definition at line 110 of file exponential_distribution.hpp.

template<typename RealType , typename RNGType >

void vsmc::rng_rand ( RNGType &  rng, ExtremeValueDistribution< RealType > &  dist, std::size_t  n, RealType *  r  )

inline

Definition at line 115 of file extreme_value_distribution.hpp.

template<typename IntType , typename RNGType >

void vsmc::rng_rand ( RNGType &  rng, BernoulliDistribution< IntType > &  dist, std::size_t  n, IntType *  r  )

inline

Definition at line 116 of file bernoulli_distribution.hpp.

template<typename RealType , typename RNGType >

void vsmc::rng_rand ( RNGType &  rng, CauchyDistribution< RealType > &  dist, std::size_t  n, RealType *  r  )

inline

Definition at line 116 of file cauchy_distribution.hpp.

template<typename RealType , typename RNGType >

void vsmc::rng_rand ( RNGType &  rng, FisherFDistribution< RealType > &  dist, std::size_t  n, RealType *  r  )

inline

Definition at line 125 of file fisher_f_distribution.hpp.

template<typename RealType , typename RNGType >

void vsmc::rng_rand ( RNGType &  rng, GammaDistribution< RealType > &  dist, std::size_t  n, RealType *  r  )

inline

Definition at line 414 of file gamma_distribution.hpp.

template<typename Generator >

void vsmc::rng_rand ( CounterEngine< Generator > &  rng, std::size_t  n, typename CounterEngine< Generator >::result_type *  r  )

inline

Definition at line 499 of file counter.hpp.

template<typename IntType , typename RNGType >

void vsmc::rng_rand ( RNGType &  , BernoulliIntDistribution< IntType > &  , std::size_t  , IntType *    )

inline

template<typename UIntType , typename RNGType >

void vsmc::rng_rand ( RNGType &  rng, UniformBitsDistribution< UIntType > &  dist, std::size_t  n, UIntType *  r  )

inline

Definition at line 278 of file uniform_bits_distribution.hpp.

template<typename RealType , typename RNGType >

void vsmc::rng_rand ( RNGType &  , DiscreteDistribution< RealType > &  , std::size_t  , RealType *    )

inline

template<typename RealType , typename RNGType >

void vsmc::rng_rand ( RNGType &  rng, LaplaceDistribution< RealType > &  dist, std::size_t  n, RealType *  r  )

inline

Definition at line 130 of file laplace_distribution.hpp.

template<typename RealType , typename RNGType >

void vsmc::rng_rand ( RNGType &  rng, LevyDistribution< RealType > &  dist, std::size_t  n, RealType *  r  )

inline

Definition at line 114 of file levy_distribution.hpp.

template<typename RealType , typename RNGType >

void vsmc::rng_rand ( RNGType &  rng, LogisticDistribution< RealType > &  dist, std::size_t  n, RealType *  r  )

inline

Definition at line 117 of file logistic_distribution.hpp.

template<typename RealType , typename RNGType >

void vsmc::rng_rand ( RNGType &  rng, LognormalDistribution< RealType > &  dist, std::size_t  n, RealType *  r  )

inline

Definition at line 109 of file lognormal_distribution.hpp.

template<typename RealType , typename RNGType >

void vsmc::rng_rand ( RNGType &  rng, NormalDistribution< RealType > &  dist, std::size_t  n, RealType *  r  )

inline

Definition at line 199 of file normal_distribution.hpp.

template<typename RealType , typename RNGType >

void vsmc::rng_rand ( RNGType &  rng, BetaDistribution< RealType > &  dist, std::size_t  n, RealType *  r  )

inline

Definition at line 579 of file beta_distribution.hpp.

template<typename RealType , typename RNGType >

void vsmc::rng_rand ( RNGType &  rng, ParetoDistribution< RealType > &  dist, std::size_t  n, RealType *  r  )

inline

Definition at line 110 of file pareto_distribution.hpp.

template<typename RealType , typename RNGType >

void vsmc::rng_rand ( RNGType &  rng, RayleighDistribution< RealType > &  dist, std::size_t  n, RealType *  r  )

inline

Definition at line 111 of file rayleigh_distribution.hpp.

template<typename RealType , typename RNGType >

void vsmc::rng_rand ( RNGType &  rng, StudentTDistribution< RealType > &  dist, std::size_t  n, RealType *  r  )

inline

Definition at line 132 of file student_t_distribution.hpp.

template<typename RealType , typename RNGType , typename Left , typename Right >

void vsmc::rng_rand ( RNGType &  rng, U01LRDistribution< RealType, Left, Right > &  , std::size_t  n, RealType *  r  )

inline

Definition at line 254 of file u01_distribution.hpp.

template<typename RealType , typename RNGType , typename Left , typename Right >

void vsmc::rng_rand ( RNGType &  rng, UniformRealLRDistribution< RealType, Left, Right > &  dist, std::size_t  n, RealType *  r  )

inline

Definition at line 295 of file uniform_real_distribution.hpp.

template<typename RealType , typename RNGType >

void vsmc::rng_rand ( RNGType &  rng, WeibullDistribution< RealType > &  dist, std::size_t  n, RealType *  r  )

inline

Definition at line 120 of file weibull_distribution.hpp.

template<MKL_INT BRNG, int Bits>

void vsmc::rng_rand ( MKLEngine< BRNG, Bits > &  rng, std::size_t  n, typename MKLEngine< BRNG, Bits >::result_type *  r  )

inline

Definition at line 444 of file mkl.hpp.

void vsmc::scal ( std::size_t  n, float  a, float *  x, std::size_t  incx  )

inline

Definition at line 236 of file cblas.hpp.

void vsmc::scal ( std::size_t  n, double  a, double *  x, std::size_t  incx  )

inline

Definition at line 242 of file cblas.hpp.

void vsmc::sin ( std::size_t  n, const float *  a, float *  y  )

inline

Definition at line 153 of file vmath.hpp.

void vsmc::sin ( std::size_t  n, const double *  a, double *  y  )

inline

Definition at line 153 of file vmath.hpp.

void vsmc::sincos ( std::size_t  n, const float *  a, float *  y, float *  z  )

inline

Definition at line 154 of file vmath.hpp.

void vsmc::sincos ( std::size_t  n, const double *  a, double *  y, double *  z  )

inline

Definition at line 158 of file vmath.hpp.

void vsmc::sinh ( std::size_t  n, const double *  a, double *  y  )

inline

Definition at line 169 of file vmath.hpp.

void vsmc::sinh ( std::size_t  n, const float *  a, float *  y  )

inline

Definition at line 169 of file vmath.hpp.

void vsmc::sqr ( std::size_t  n, const double *  a, double *  y  )

inline

Definition at line 111 of file vmath.hpp.

void vsmc::sqr ( std::size_t  n, const float *  a, float *  y  )

inline

Definition at line 111 of file vmath.hpp.

void vsmc::sqrt ( std::size_t  n, const double *  a, double *  y  )

inline

Definition at line 129 of file vmath.hpp.

void vsmc::sqrt ( std::size_t  n, const float *  a, float *  y  )

inline

Definition at line 129 of file vmath.hpp.

void vsmc::sub ( std::size_t  n, const double *  a, const double *  b, double *  y  )

inline

Definition at line 110 of file vmath.hpp.

void vsmc::sub ( std::size_t  n, const float *  a, const float *  b, float *  y  )

inline

Definition at line 110 of file vmath.hpp.

void vsmc::tan ( std::size_t  n, const float *  a, float *  y  )

inline

Definition at line 162 of file vmath.hpp.

void vsmc::tan ( std::size_t  n, const double *  a, double *  y  )

inline

Definition at line 162 of file vmath.hpp.

void vsmc::tanh ( std::size_t  n, const double *  a, double *  y  )

inline

Definition at line 170 of file vmath.hpp.

void vsmc::tanh ( std::size_t  n, const float *  a, float *  y  )

inline

Definition at line 170 of file vmath.hpp.

void vsmc::tgamm ( std::size_t  n, const float *  a, float *  y  )

inline

Definition at line 182 of file vmath.hpp.

void vsmc::tgamm ( std::size_t  n, const double *  a, double *  y  )

inline

Definition at line 182 of file vmath.hpp.

template<MKL_INT BRNG, int Bits>

void vsmc::u01_distribution ( MKLEngine< BRNG, Bits > &  rng, std::size_t  n, float *  r  )

inline

Definition at line 472 of file mkl.hpp.

template<MKL_INT BRNG, int Bits>

void vsmc::u01_distribution ( MKLEngine< BRNG, Bits > &  rng, std::size_t  n, double *  r  )

inline

Definition at line 479 of file mkl.hpp.

template<typename UIntType , typename RNGType >

void vsmc::uniform_bits_distribution ( RNGType &  rng, std::size_t  n, UIntType *  r  )

inline

Definition at line 264 of file uniform_bits_distribution.hpp.

template<MKL_INT BRNG, int Bits>

void vsmc::uniform_real_distribution ( MKLEngine< BRNG, Bits > &  rng, std::size_t  n, float *  r, float  a, float  b  )

inline

Definition at line 458 of file mkl.hpp.

template<MKL_INT BRNG, int Bits>

void vsmc::uniform_real_distribution ( MKLEngine< BRNG, Bits > &  rng, std::size_t  n, double *  r, double  a, double  b  )

inline

Definition at line 465 of file mkl.hpp.

template<MKL_INT BRNG, int Bits>

void vsmc::weibull_distribution ( MKLEngine< BRNG, Bits > &  rng, std::size_t  n, float *  r, float  a, float  b  )

inline

Definition at line 528 of file mkl.hpp.

template<MKL_INT BRNG, int Bits>

void vsmc::weibull_distribution ( MKLEngine< BRNG, Bits > &  rng, std::size_t  n, double *  r, double  a, double  b  )

inline

Definition at line 535 of file mkl.hpp.