Represents a TruncatedNormal (Gaussian) probability distribution. More...

#include <prng_extension.hpp>

Collaboration diagram for MC::Distributions::TruncatedNormal< F >:

Public Member Functions
KOKKOS_INLINE_FUNCTION constexpr	TruncatedNormal (F m, F s, F l, F u)

template<class DeviceType >
KOKKOS_INLINE_FUNCTION F	draw (Kokkos::Random_XorShift1024< DeviceType > &gen) const

KOKKOS_INLINE_FUNCTION F	mean () const

KOKKOS_INLINE_FUNCTION F	var () const

KOKKOS_INLINE_FUNCTION F	skewness () const

Static Public Member Functions
template<class DeviceType >
static KOKKOS_INLINE_FUNCTION F	draw_from (Kokkos::Random_XorShift1024< DeviceType > &gen, F mu, F sigma, F lower, F upper)

Public Attributes
F	mu

F	sigma

F	lower

F	upper

Detailed Description

template<FloatingPointType F>
struct MC::Distributions::TruncatedNormal< F >

Represents a TruncatedNormal (Gaussian) probability distribution.

The normal distribution is parameterized by a mean, a standard deviation and lower and upper bound. It supports random sampling, computing statistical properties.

Template Parameters

F	Floating-point type (must satisfy `FloatingPointType`).

Constructor & Destructor Documentation

◆ TruncatedNormal()

template<FloatingPointType F>

KOKKOS_INLINE_FUNCTION constexpr MC::Distributions::TruncatedNormal< F >::TruncatedNormal	(	F	m,
		F	s,
		F	l,
		F	u )

inlineconstexpr

Member Function Documentation

◆ draw()

template<FloatingPointType F>

template<class DeviceType >

KOKKOS_INLINE_FUNCTION F MC::Distributions::TruncatedNormal< F >::draw ( Kokkos::Random_XorShift1024< DeviceType > & gen ) const

inline

Here is the call graph for this function:

◆ draw_from()

template<FloatingPointType F>

template<class DeviceType >

static KOKKOS_INLINE_FUNCTION F MC::Distributions::TruncatedNormal< F >::draw_from	(	Kokkos::Random_XorShift1024< DeviceType > &	gen,
		F	mu,
		F	sigma,
		F	lower,
		F	upper )