ppl::expr::dist::Normal< MeanType, SigmaType > Struct Template Reference

#include <normal.hpp>

Inheritance diagram for ppl::expr::dist::Normal< MeanType, SigmaType >:

Public Types
using	value_t = util::cont_param_t
using	base_t = util::DistExprBase< Normal< mean_t, sigma_t > >
using	dist_value_t = util::dist_value_t
Public Types inherited from ppl::util::DistExprBase< Normal< MeanType, SigmaType > >
using	dist_value_t = util::dist_value_t

Public Member Functions
	Normal (const mean_t &mean, const sigma_t &sigma)
template<class XType >
dist_value_t	pdf (const XType &x)
template<class XType >
dist_value_t	log_pdf (const XType &x)
template<class XType , class PtrPackType >
auto	ad_log_pdf (const XType &x, const PtrPackType &pack) const
template<class PtrPackType >
void	bind (const PtrPackType &pack)
void	activate_refcnt () const
template<class XType , class GenType >
bool	prune (XType &, GenType &) const
Public Member Functions inherited from ppl::util::BaseCRTP< Normal< MeanType, SigmaType > >
Normal< MeanType, SigmaType > &	self ()
const Normal< MeanType, SigmaType > &	self () const

Detailed Description

template<class MeanType, class SigmaType>
struct ppl::expr::dist::Normal< MeanType, SigmaType >

Normal is a generic distribution expression representing the normal distribution.

If MeanType is a vector, then the variable assigned to this distribution must also be a vector.

Template Parameters

MeanType	variable expression type for the mean. Must be either a scalar or vector shape.
SigmaType	variable expression type for the sigma.

Member Typedef Documentation

base_t

template<class MeanType , class SigmaType >

using ppl::expr::dist::Normal< MeanType, SigmaType >::base_t = util::DistExprBase<Normal<mean_t, sigma_t> >

dist_value_t

template<class MeanType , class SigmaType >

using ppl::util::DistExprBase< T >::dist_value_t = util::dist_value_t

value_t

template<class MeanType , class SigmaType >

using ppl::expr::dist::Normal< MeanType, SigmaType >::value_t = util::cont_param_t

Constructor & Destructor Documentation

Normal()

template<class MeanType , class SigmaType >

ppl::expr::dist::Normal< MeanType, SigmaType >::Normal ( const mean_t &  mean, const sigma_t &  sigma  )

inline

Member Function Documentation

activate_refcnt()

template<class MeanType , class SigmaType >

void ppl::expr::dist::Normal< MeanType, SigmaType >::activate_refcnt ( ) const

inline

ad_log_pdf()

template<class MeanType , class SigmaType >

template<class XType , class PtrPackType >

auto ppl::expr::dist::Normal< MeanType, SigmaType >::ad_log_pdf ( const XType &  x, const PtrPackType &  pack  ) const

inline

bind()

template<class MeanType , class SigmaType >

template<class PtrPackType >

void ppl::expr::dist::Normal< MeanType, SigmaType >::bind ( const PtrPackType &  pack )

inline

log_pdf()

template<class MeanType , class SigmaType >

template<class XType >

dist_value_t ppl::expr::dist::Normal< MeanType, SigmaType >::log_pdf ( const XType &  x )

inline

pdf()

template<class MeanType , class SigmaType >

template<class XType >

dist_value_t ppl::expr::dist::Normal< MeanType, SigmaType >::pdf ( const XType &  x )

inline

prune()

template<class MeanType , class SigmaType >

template<class XType , class GenType >

bool ppl::expr::dist::Normal< MeanType, SigmaType >::prune ( XType &  , GenType &    ) const

inline

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The documentation for this struct was generated from the following file:

• include/autoppl/expression/distribution/normal.hpp