ppl::expr::dist::Bernoulli< PType > Struct Template Reference

#include <bernoulli.hpp>

Inheritance diagram for ppl::expr::dist::Bernoulli< PType >:

Public Types
using	value_t = util::disc_param_t
using	param_value_t = typename util::var_expr_traits< p_t >::value_t
using	base_t = util::DistExprBase< Bernoulli< p_t > >
using	dist_value_t = util::dist_value_t
Public Types inherited from ppl::util::DistExprBase< Bernoulli< PType > >
using	dist_value_t = util::dist_value_t

Public Member Functions
	Bernoulli (const p_t &p)
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 &x, GenType &) const
Public Member Functions inherited from ppl::util::BaseCRTP< Bernoulli< PType > >
Bernoulli< PType > &	self ()
const Bernoulli< PType > &	self () const

Detailed Description

template<class PType>
struct ppl::expr::dist::Bernoulli< PType >

Bernoulli is a generic expression representing the Bernoulli distribution. Its parameter type PType must satisfy variable expression. It is tagged as a discrete distribution and satisfies distribution expression.

If PType is a vector shape, then this distribution is treated as a joint distribution of n independent Bernoulli (scalar) random variables.

Template Parameters

PType

probability variable expression type. Cannot be a matrix shape.

Member Typedef Documentation

base_t

template<class PType >

using ppl::expr::dist::Bernoulli< PType >::base_t = util::DistExprBase<Bernoulli<p_t> >

dist_value_t

template<class PType >

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

param_value_t

template<class PType >

using ppl::expr::dist::Bernoulli< PType >::param_value_t = typename util::var_expr_traits<p_t>::value_t

value_t

template<class PType >

using ppl::expr::dist::Bernoulli< PType >::value_t = util::disc_param_t

Constructor & Destructor Documentation

Bernoulli()

template<class PType >

ppl::expr::dist::Bernoulli< PType >::Bernoulli ( const p_t &  p )

inline

Member Function Documentation

activate_refcnt()

template<class PType >

void ppl::expr::dist::Bernoulli< PType >::activate_refcnt ( ) const

inline

ad_log_pdf()

template<class PType >

template<class XType , class PtrPackType >

auto ppl::expr::dist::Bernoulli< PType >::ad_log_pdf ( const XType &  x, const PtrPackType &  pack  ) const

inline

bind()

template<class PType >

template<class PtrPackType >

void ppl::expr::dist::Bernoulli< PType >::bind ( const PtrPackType &  pack )

inline

log_pdf()

template<class PType >

template<class XType >

dist_value_t ppl::expr::dist::Bernoulli< PType >::log_pdf ( const XType &  x )

inline

pdf()

template<class PType >

template<class XType >

dist_value_t ppl::expr::dist::Bernoulli< PType >::pdf ( const XType &  x )

inline

prune()

template<class PType >

template<class XType , class GenType >

bool ppl::expr::dist::Bernoulli< PType >::prune ( XType &  x, GenType &    ) const

inline

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

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