Data fit functionalities of Hydra. More...

Collaboration diagram for Data fitting:

Files
file	AddPdf.h
	Include this file to get the classes and functions necessary to build-up composed PDF models.

file	LogLikelihood.h

file	LogLikelihood1.h

Data Structures
class	hydra::FCN< T, E >
	FCN base class. More...

class	hydra::FCN< Estimator< PDF, Iterator >, true >

class	hydra::FCN< Estimator< PDF, Iterator, Iterators... >, true >

class	hydra::FCN< hydra::thrust::tuple< FCN< ESTIMATORS >... >, false >

struct	hydra::Parameter
	, More...

class	hydra::Pdf< FUNCTOR, INTEGRATOR >
	Class representing probability density functions. More...

class	hydra::PDFSumExtendable< PDF1, PDF2, PDFs >
	Class representing a pdf object built summing up other pdfs. More...

class	hydra::PDFSumNonExtendable< PDF1, PDF2, PDFs >
	Class representing a pdf object built summing a pdf adding other pdfs. More...

class	hydra::SPlot< Iterator, PDF1, PDF2, PDFs >
	Implementation of {s}_{Plot} technique for statistical unfolding of sample containing events from different sources. More...

class	hydra::UserParameters
	Class implementing a interface to ROOT::Minuit2::MnUserParameters. More...

class	LogLikelihoodFCN< PDFSumExtendable< Pdfs::::::>
	...> More...

Functions
template<typename PDF1 , typename PDF2 , typename ... PDFs>
PDFSumNonExtendable< PDF1, PDF2, PDFs... >	hydra::add_pdfs (std::array< Parameter, sizeof...(PDFs)+1 >const &var_list, PDF1 const &pdf1, PDF2 const &pdf2, PDFs const &...pdfs)
	Function to build up non-extendable pdfs models. More...

template<typename PDF1 , typename PDF2 , typename ... PDFs>
PDFSumExtendable< PDF1, PDF2, PDFs... >	hydra::add_pdfs (std::array< Parameter, sizeof...(PDFs)+2 >const &var_list, PDF1 const &pdf1, PDF2 const &pdf2, PDFs const &...pdfs)
	Function to build up extendable pdfs models. More...

template<typename... Pdfs, typename Iterator , typename ... Iterators>
std::enable_if< detail::is_iterator< Iterator >::value &&detail::are_iterators< Iterators... >::value, LogLikelihoodFCN< PDFSumExtendable< Pdfs... >, Iterator, Iterators... > >::type	hydra::make_loglikehood_fcn (PDFSumExtendable< Pdfs... > const &functor, Iterator first, Iterator last, Iterators... weights)
	Conveniency function to build up loglikehood fcns. More...

template<typename Functor , typename Integrator , typename Iterator , typename ... Iterators>
std::enable_if< detail::is_iterator< Iterator >::value &&detail::are_iterators< Iterators... >::value, LogLikelihoodFCN< Pdf< Functor, Integrator >, Iterator, Iterators... > >::type	hydra::make_loglikehood_fcn (Pdf< Functor, Integrator > const &pdf, Iterator first, Iterator last, Iterators... weights)
	Conveniency function to build up loglikehood fcns. More...

template<typename... Pdfs, typename Iterator , typename ... Iterators>
std::enable_if< hydra::detail::is_iterator< Iterator >::value &&detail::are_iterators< Iterators... >::value, LogLikelihoodFCN< PDFSumNonExtendable< Pdfs... >, Iterator, Iterators... > >::type	hydra::make_loglikehood_fcn (PDFSumNonExtendable< Pdfs... >const &pdf, Iterator first, Iterator last, Iterators... weights)
	Conveniency function to build up loglikehood fcns. More...

template<typename ... Pdfs, typename Iterable , typename... Iterables>
std::enable_if<(!detail::is_iterator< Iterable >::value) &&((sizeof...(Iterables)==0)\|\|!detail::are_iterators< Iterables... >::value) &&(!hydra::detail::is_hydra_dense_histogram< typename std::remove_reference< Iterable >::type >::value) &&(!hydra::detail::is_hydra_sparse_histogram< typename std::remove_reference< Iterable >::type >::value) &&detail::is_iterable< Iterable >::value &&detail::are_iterables< Iterables... >::value, LogLikelihoodFCN< PDFSumExtendable< Pdfs... >, decltype(std::declval< Iterable >).begin()), decltype(std::declval< Iterables >).begin())... > >::type	hydra::make_loglikehood_fcn (PDFSumExtendable< Pdfs... > const &functor, Iterable &&points, Iterables &&...weights)
	Conveniency function to build up loglikehood fcns. More...

template<typename Functor , typename Integrator , typename Iterable , typename ... Iterables>
std::enable_if<(!detail::is_iterator< Iterable >::value) &&((sizeof...(Iterables)==0)\|\|!detail::are_iterators< Iterables... >::value) &&(!hydra::detail::is_hydra_dense_histogram< typename std::remove_reference< Iterable >::type >::value) &&(!hydra::detail::is_hydra_sparse_histogram< typename std::remove_reference< Iterable >::type >::value) &&detail::is_iterable< Iterable >::value &&detail::are_iterables< Iterables... >::value, LogLikelihoodFCN< Pdf< Functor, Integrator >, decltype(std::declval< Iterable >).begin()), decltype(std::declval< Iterables >).begin())... > >::type	hydra::make_loglikehood_fcn (Pdf< Functor, Integrator > const &pdf, Iterable &&points, Iterables &&... weights)
	Conveniency function to build up loglikehood fcns. More...

template<typename ... Pdfs, typename Iterable , typename ... Iterables>
std::enable_if<(!detail::is_iterator< Iterable >::value) &&((sizeof...(Iterables)==0)\|\|!detail::are_iterators< Iterables... >::value) &&(!hydra::detail::is_hydra_dense_histogram< typename std::remove_reference< Iterable >::type >::value) &&(!hydra::detail::is_hydra_sparse_histogram< typename std::remove_reference< Iterable >::type >::value) &&hydra::detail::is_iterable< Iterable >::value &&detail::are_iterables< Iterables... >::value, LogLikelihoodFCN< PDFSumNonExtendable< Pdfs... >, decltype(std::declval< Iterable >).begin()), decltype(std::declval< Iterables >).begin())... > >::type	hydra::make_loglikehood_fcn (PDFSumNonExtendable< Pdfs... > const &functor, Iterable &&points, Iterables &&... weights)
	Conveniency function to build up loglikehood fcns. More...

template<typename ... Pdfs, typename Histogram >
std::enable_if< detail::is_hydra_dense_histogram< Histogram >::value\|\|detail::is_hydra_sparse_histogram< Histogram >::value, LogLikelihoodFCN< PDFSumNonExtendable< Pdfs... >, decltype(std::declval< const Histogram & >).GetBinsCenters().begin()), decltype(std::declval< const Histogram & >).GetBinsContents().begin()) > >::type	hydra::make_loglikehood_fcn (PDFSumNonExtendable< Pdfs... > const &functor, Histogram const &points)
	Convenience function to build up loglikehood fcns for densely and sparsely binned datasets. More...

template<typename Functor , typename Integrator , typename Histogram >
std::enable_if< detail::is_hydra_dense_histogram< Histogram >::value\|\|detail::is_hydra_sparse_histogram< Histogram >::value, LogLikelihoodFCN< Pdf< Functor, Integrator >, decltype(std::declval< const Histogram >).GetBinsCenters().begin()), decltype(std::declval< const Histogram >).GetBinsContents().begin())> >::type	hydra::make_loglikehood_fcn (Pdf< Functor, Integrator > const &pdf, Histogram const &points)
	Convenience function to build up loglikehood fcns for densely and sparsely binned datasets. More...

template<typename FUNCTOR , typename INTEGRATOR >
Pdf< FUNCTOR, INTEGRATOR >	hydra::make_pdf (FUNCTOR const &functor, INTEGRATOR integrator)
	Build a hydra::Pdf given a shape described by a functor and a integrator (algorithm or functor). More...

template<typename ... ESTIMATORS>
FCN< hydra::thrust::tuple< FCN< ESTIMATORS >... >, false >	hydra::make_simultaneous_fcn (FCN< ESTIMATORS >const &... fcns)
	Convenience function to build up simultaneous fcn simultaneous. More...

Variables
template<typename ... Pdfs, typename Histogram >
std::enable_if< detail::is_hydra_dense_histogram< Histogram >::value\|\|detail::is_hydra_sparse_histogram< Histogram >::value, LogLikelihoodFCN< PDFSumExtendable< Pdfs... >, decltype(std::declval< const Histogram & >).GetBinsCenters().begin()), decltype(std::declval< const Histogram & >).GetBinsContents().begin()) > >::type	hydra::make_loglikehood_fcn (PDFSumExtendable< Pdfs... > const &pdf, Histogram const &data)
	Convenience function to build up loglikehood fcns for densely and sparsely binned datasets. More...

Detailed Description

Data fit functionalities of Hydra.

Data Structure Documentation

◆ hydra::FCN

class hydra::FCN

template<typename T, bool E = detail::is_hydra_estimator<T>::value>
class hydra::FCN< T, E >

FCN base class.

Inheritance diagram for hydra::FCN< T, E >:

Collaboration diagram for hydra::FCN< T, E >:

◆ hydra::FCN< Estimator< PDF, Iterator >, true >

class hydra::FCN< Estimator< PDF, Iterator >, true >

template<template< typename ... > class Estimator, typename PDF, typename Iterator>
class hydra::FCN< Estimator< PDF, Iterator >, true >

Template Parameters

Estimator	estimator base class
Iterator	iterator pointing to the data
Iterators	more iterators pointing to weights, cache etc.

Inheritance diagram for hydra::FCN< Estimator< PDF, Iterator >, true >:

Collaboration diagram for hydra::FCN< Estimator< PDF, Iterator >, true >:

Public Types
typedef Iterator	iterator

Public Member Functions
	FCN ()=delete

	FCN (PDF const &pdf, Iterator begin, Iterator end)

	FCN (FCN< estimator_type, true > const &other)

virtual	~FCN ()=default

Iterator	begin () const

Iterator	end () const

double	ErrorDef () const

Iterator	GetBegin () const

size_t	GetDataSize () const

Iterator	GetEnd () const

GReal_t	GetErrorDef () const

GReal_t	GetFcnMaxValue () const

hydra::UserParameters &	GetParameters ()

const hydra::UserParameters &	GetParameters () const

PDF &	GetPDF ()

const PDF &	GetPDF () const

virtual GReal_t	operator() (const std::vector< double > &parameters) const

FCN< estimator_type, true > &	operator= (FCN< estimator_type, true > const &other)

void	SetBegin (Iterator begin)

void	SetEnd (Iterator end)

void	SetErrorDef (double error)

void	SetFcnMaxValue (GReal_t fcnMaxValue)

void	SetParameters (const hydra::UserParameters &userParameters)

double	Up () const

Member Typedef Documentation

◆ iterator

template<template< typename ... > class Estimator, typename PDF , typename Iterator >

typedef Iterator hydra::FCN< Estimator< PDF, Iterator >, true >::iterator

Constructor & Destructor Documentation

◆ FCN() [1/3]

template<template< typename ... > class Estimator, typename PDF , typename Iterator >

hydra::FCN< Estimator< PDF, Iterator >, true >::FCN ( )

delete

◆ FCN() [2/3]

template<template< typename ... > class Estimator, typename PDF , typename Iterator >

hydra::FCN< Estimator< PDF, Iterator >, true >::FCN	(	PDF const &	pdf,
		Iterator	begin,
		Iterator	end
	)

inline

◆ FCN() [3/3]

template<template< typename ... > class Estimator, typename PDF , typename Iterator >

hydra::FCN< Estimator< PDF, Iterator >, true >::FCN ( FCN< estimator_type, true > const & other )

inline

◆ ~FCN()

template<template< typename ... > class Estimator, typename PDF , typename Iterator >

virtual hydra::FCN< Estimator< PDF, Iterator >, true >::~FCN ( )

virtualdefault

Member Function Documentation

◆ begin()

template<template< typename ... > class Estimator, typename PDF , typename Iterator >

Iterator hydra::FCN< Estimator< PDF, Iterator >, true >::begin ( ) const

inline

◆ end()

template<template< typename ... > class Estimator, typename PDF , typename Iterator >

Iterator hydra::FCN< Estimator< PDF, Iterator >, true >::end ( ) const

inline

◆ ErrorDef()

template<template< typename ... > class Estimator, typename PDF , typename Iterator >

double hydra::FCN< Estimator< PDF, Iterator >, true >::ErrorDef ( ) const

inline

◆ GetBegin()

template<template< typename ... > class Estimator, typename PDF , typename Iterator >

Iterator hydra::FCN< Estimator< PDF, Iterator >, true >::GetBegin ( ) const

inline

◆ GetDataSize()

template<template< typename ... > class Estimator, typename PDF , typename Iterator >

size_t hydra::FCN< Estimator< PDF, Iterator >, true >::GetDataSize ( ) const

inline

◆ GetEnd()

template<template< typename ... > class Estimator, typename PDF , typename Iterator >

Iterator hydra::FCN< Estimator< PDF, Iterator >, true >::GetEnd ( ) const

inline

◆ GetErrorDef()

template<template< typename ... > class Estimator, typename PDF , typename Iterator >

GReal_t hydra::FCN< Estimator< PDF, Iterator >, true >::GetErrorDef ( ) const

inline

◆ GetFcnMaxValue()

template<template< typename ... > class Estimator, typename PDF , typename Iterator >

GReal_t hydra::FCN< Estimator< PDF, Iterator >, true >::GetFcnMaxValue ( ) const

inline

◆ GetParameters() [1/2]

template<template< typename ... > class Estimator, typename PDF , typename Iterator >

hydra::UserParameters& hydra::FCN< Estimator< PDF, Iterator >, true >::GetParameters ( )

inline

◆ GetParameters() [2/2]

template<template< typename ... > class Estimator, typename PDF , typename Iterator >

const hydra::UserParameters& hydra::FCN< Estimator< PDF, Iterator >, true >::GetParameters ( ) const

inline

◆ GetPDF() [1/2]

template<template< typename ... > class Estimator, typename PDF , typename Iterator >

PDF& hydra::FCN< Estimator< PDF, Iterator >, true >::GetPDF ( )

inline

◆ GetPDF() [2/2]

template<template< typename ... > class Estimator, typename PDF , typename Iterator >

const PDF& hydra::FCN< Estimator< PDF, Iterator >, true >::GetPDF ( ) const

inline

◆ operator()()

template<template< typename ... > class Estimator, typename PDF , typename Iterator >

virtual GReal_t hydra::FCN< Estimator< PDF, Iterator >, true >::operator() ( const std::vector< double > & parameters ) const

inlinevirtual

◆ operator=()

template<template< typename ... > class Estimator, typename PDF , typename Iterator >

FCN<estimator_type, true>& hydra::FCN< Estimator< PDF, Iterator >, true >::operator= ( FCN< estimator_type, true > const & other )

inline

◆ SetBegin()

template<template< typename ... > class Estimator, typename PDF , typename Iterator >

void hydra::FCN< Estimator< PDF, Iterator >, true >::SetBegin ( Iterator begin )

inline

◆ SetEnd()

template<template< typename ... > class Estimator, typename PDF , typename Iterator >

void hydra::FCN< Estimator< PDF, Iterator >, true >::SetEnd ( Iterator end )

inline

◆ SetErrorDef()

template<template< typename ... > class Estimator, typename PDF , typename Iterator >

void hydra::FCN< Estimator< PDF, Iterator >, true >::SetErrorDef ( double error )

inline

◆ SetFcnMaxValue()

template<template< typename ... > class Estimator, typename PDF , typename Iterator >

void hydra::FCN< Estimator< PDF, Iterator >, true >::SetFcnMaxValue ( GReal_t fcnMaxValue )

inline

◆ SetParameters()

template<template< typename ... > class Estimator, typename PDF , typename Iterator >

void hydra::FCN< Estimator< PDF, Iterator >, true >::SetParameters ( const hydra::UserParameters & userParameters )

inline

◆ Up()

template<template< typename ... > class Estimator, typename PDF , typename Iterator >

double hydra::FCN< Estimator< PDF, Iterator >, true >::Up ( ) const

inline

◆ hydra::FCN< Estimator< PDF, Iterator, Iterators... >, true >

class hydra::FCN< Estimator< PDF, Iterator, Iterators... >, true >

template<template< typename ... > class Estimator, typename PDF, typename Iterator, typename ... Iterators>
class hydra::FCN< Estimator< PDF, Iterator, Iterators... >, true >

Template Parameters

Estimator	estimator base class
Iterator	iterator pointing to the data
Iterators	more iterators pointing to weights, cache etc.

Inheritance diagram for hydra::FCN< Estimator< PDF, Iterator, Iterators... >, true >:

Collaboration diagram for hydra::FCN< Estimator< PDF, Iterator, Iterators... >, true >:

Public Types
typedef hydra::thrust::zip_iterator< hydra::thrust::tuple< Iterator, Iterators... > >	iterator

typedef hydra::thrust::zip_iterator< hydra::thrust::tuple< Iterators... > >	witerator

Public Member Functions
	FCN ()=delete

	FCN (PDF const &pdf, Iterator begin, Iterator end, Iterators ...begins)

	FCN (FCN< estimator_type, true > const &other)

virtual	~FCN ()=default

Iterator	begin () const

Iterator	end () const

double	ErrorDef () const

Iterator	GetBegin () const

size_t	GetDataSize () const

Iterator	GetEnd () const

GReal_t	GetErrorDef () const

GReal_t	GetFcnMaxValue () const

hydra::UserParameters &	GetParameters ()

const hydra::UserParameters &	GetParameters () const

PDF &	GetPDF ()

const PDF &	GetPDF () const

witerator	GetWBegin () const

witerator	GetWEnd () const

virtual GReal_t	operator() (const std::vector< double > &parameters) const

FCN< estimator_type, true > &	operator= (FCN< estimator_type, true > const &other)

void	SetBegin (Iterator begin)

void	SetEnd (Iterator end)

void	SetErrorDef (double error)

void	SetFcnMaxValue (GReal_t fcnMaxValue)

void	SetParameters (const hydra::UserParameters &userParameters)

void	SetPDFParameters (const std::vector< double > &parameters) const

double	Up () const

witerator	wbegin () const

witerator	wend () const

Member Typedef Documentation

◆ iterator

template<template< typename ... > class Estimator, typename PDF , typename Iterator , typename ... Iterators>

typedef hydra::thrust::zip_iterator<hydra::thrust::tuple<Iterator,Iterators...> > hydra::FCN< Estimator< PDF, Iterator, Iterators... >, true >::iterator

◆ witerator

template<template< typename ... > class Estimator, typename PDF , typename Iterator , typename ... Iterators>

typedef hydra::thrust::zip_iterator<hydra::thrust::tuple<Iterators...> > hydra::FCN< Estimator< PDF, Iterator, Iterators... >, true >::witerator

Constructor & Destructor Documentation

◆ FCN() [1/3]

template<template< typename ... > class Estimator, typename PDF , typename Iterator , typename ... Iterators>

hydra::FCN< Estimator< PDF, Iterator, Iterators... >, true >::FCN ( )

delete

◆ FCN() [2/3]

template<template< typename ... > class Estimator, typename PDF , typename Iterator , typename ... Iterators>

hydra::FCN< Estimator< PDF, Iterator, Iterators... >, true >::FCN	(	PDF const &	pdf,
		Iterator	begin,
		Iterator	end,
		Iterators ...	begins
	)

inline

◆ FCN() [3/3]

template<template< typename ... > class Estimator, typename PDF , typename Iterator , typename ... Iterators>

hydra::FCN< Estimator< PDF, Iterator, Iterators... >, true >::FCN ( FCN< estimator_type, true > const & other )

inline

◆ ~FCN()

template<template< typename ... > class Estimator, typename PDF , typename Iterator , typename ... Iterators>

virtual hydra::FCN< Estimator< PDF, Iterator, Iterators... >, true >::~FCN ( )

virtualdefault

Member Function Documentation

◆ begin()

template<template< typename ... > class Estimator, typename PDF , typename Iterator , typename ... Iterators>

Iterator hydra::FCN< Estimator< PDF, Iterator, Iterators... >, true >::begin ( ) const

inline

◆ end()

template<template< typename ... > class Estimator, typename PDF , typename Iterator , typename ... Iterators>

Iterator hydra::FCN< Estimator< PDF, Iterator, Iterators... >, true >::end ( ) const

inline

◆ ErrorDef()

template<template< typename ... > class Estimator, typename PDF , typename Iterator , typename ... Iterators>

double hydra::FCN< Estimator< PDF, Iterator, Iterators... >, true >::ErrorDef ( ) const

inline

◆ GetBegin()

template<template< typename ... > class Estimator, typename PDF , typename Iterator , typename ... Iterators>

Iterator hydra::FCN< Estimator< PDF, Iterator, Iterators... >, true >::GetBegin ( ) const

inline

◆ GetDataSize()

template<template< typename ... > class Estimator, typename PDF , typename Iterator , typename ... Iterators>

size_t hydra::FCN< Estimator< PDF, Iterator, Iterators... >, true >::GetDataSize ( ) const

inline

◆ GetEnd()

template<template< typename ... > class Estimator, typename PDF , typename Iterator , typename ... Iterators>

Iterator hydra::FCN< Estimator< PDF, Iterator, Iterators... >, true >::GetEnd ( ) const

inline

◆ GetErrorDef()

template<template< typename ... > class Estimator, typename PDF , typename Iterator , typename ... Iterators>

GReal_t hydra::FCN< Estimator< PDF, Iterator, Iterators... >, true >::GetErrorDef ( ) const

inline

◆ GetFcnMaxValue()

template<template< typename ... > class Estimator, typename PDF , typename Iterator , typename ... Iterators>

GReal_t hydra::FCN< Estimator< PDF, Iterator, Iterators... >, true >::GetFcnMaxValue ( ) const

inline

◆ GetParameters() [1/2]

template<template< typename ... > class Estimator, typename PDF , typename Iterator , typename ... Iterators>

hydra::UserParameters& hydra::FCN< Estimator< PDF, Iterator, Iterators... >, true >::GetParameters ( )

inline

◆ GetParameters() [2/2]

template<template< typename ... > class Estimator, typename PDF , typename Iterator , typename ... Iterators>

const hydra::UserParameters& hydra::FCN< Estimator< PDF, Iterator, Iterators... >, true >::GetParameters ( ) const

inline

◆ GetPDF() [1/2]

template<template< typename ... > class Estimator, typename PDF , typename Iterator , typename ... Iterators>

PDF& hydra::FCN< Estimator< PDF, Iterator, Iterators... >, true >::GetPDF ( )

inline

◆ GetPDF() [2/2]

template<template< typename ... > class Estimator, typename PDF , typename Iterator , typename ... Iterators>

const PDF& hydra::FCN< Estimator< PDF, Iterator, Iterators... >, true >::GetPDF ( ) const

inline

◆ GetWBegin()

template<template< typename ... > class Estimator, typename PDF , typename Iterator , typename ... Iterators>

witerator hydra::FCN< Estimator< PDF, Iterator, Iterators... >, true >::GetWBegin ( ) const

inline

◆ GetWEnd()

template<template< typename ... > class Estimator, typename PDF , typename Iterator , typename ... Iterators>

witerator hydra::FCN< Estimator< PDF, Iterator, Iterators... >, true >::GetWEnd ( ) const

inline

◆ operator()()

template<template< typename ... > class Estimator, typename PDF , typename Iterator , typename ... Iterators>

virtual GReal_t hydra::FCN< Estimator< PDF, Iterator, Iterators... >, true >::operator() ( const std::vector< double > & parameters ) const

inlinevirtual

◆ operator=()

template<template< typename ... > class Estimator, typename PDF , typename Iterator , typename ... Iterators>

FCN<estimator_type, true>& hydra::FCN< Estimator< PDF, Iterator, Iterators... >, true >::operator= ( FCN< estimator_type, true > const & other )

inline

◆ SetBegin()

template<template< typename ... > class Estimator, typename PDF , typename Iterator , typename ... Iterators>

void hydra::FCN< Estimator< PDF, Iterator, Iterators... >, true >::SetBegin ( Iterator begin )

inline

◆ SetEnd()

template<template< typename ... > class Estimator, typename PDF , typename Iterator , typename ... Iterators>

void hydra::FCN< Estimator< PDF, Iterator, Iterators... >, true >::SetEnd ( Iterator end )

inline

◆ SetErrorDef()

template<template< typename ... > class Estimator, typename PDF , typename Iterator , typename ... Iterators>

void hydra::FCN< Estimator< PDF, Iterator, Iterators... >, true >::SetErrorDef ( double error )

inline

◆ SetFcnMaxValue()

template<template< typename ... > class Estimator, typename PDF , typename Iterator , typename ... Iterators>

void hydra::FCN< Estimator< PDF, Iterator, Iterators... >, true >::SetFcnMaxValue ( GReal_t fcnMaxValue )

inline

◆ SetParameters()

template<template< typename ... > class Estimator, typename PDF , typename Iterator , typename ... Iterators>

void hydra::FCN< Estimator< PDF, Iterator, Iterators... >, true >::SetParameters ( const hydra::UserParameters & userParameters )

inline

◆ SetPDFParameters()

template<template< typename ... > class Estimator, typename PDF , typename Iterator , typename ... Iterators>

void hydra::FCN< Estimator< PDF, Iterator, Iterators... >, true >::SetPDFParameters ( const std::vector< double > & parameters ) const

inline

◆ Up()

template<template< typename ... > class Estimator, typename PDF , typename Iterator , typename ... Iterators>

double hydra::FCN< Estimator< PDF, Iterator, Iterators... >, true >::Up ( ) const

inline

◆ wbegin()

template<template< typename ... > class Estimator, typename PDF , typename Iterator , typename ... Iterators>

witerator hydra::FCN< Estimator< PDF, Iterator, Iterators... >, true >::wbegin ( ) const

inline

◆ wend()

template<template< typename ... > class Estimator, typename PDF , typename Iterator , typename ... Iterators>

witerator hydra::FCN< Estimator< PDF, Iterator, Iterators... >, true >::wend ( ) const

inline

◆ hydra::FCN< hydra::thrust::tuple< FCN< ESTIMATORS >... >, false >

class hydra::FCN< hydra::thrust::tuple< FCN< ESTIMATORS >... >, false >

template<typename ... ESTIMATORS>
class hydra::FCN< hydra::thrust::tuple< FCN< ESTIMATORS >... >, false >

Template Parameters

Estimators estimator base classes

Inheritance diagram for hydra::FCN< hydra::thrust::tuple< FCN< ESTIMATORS >... >, false >:

Collaboration diagram for hydra::FCN< hydra::thrust::tuple< FCN< ESTIMATORS >... >, false >:

Public Types
enum

Public Member Functions
	FCN ()=delete

	FCN (FCN< ESTIMATORS >const &... fcns)

	FCN (FCN< estimator_type, false > const &other)

virtual	~FCN ()=default

estimator_type &	FCNS ()

double	GetErrorDef () const

const estimator_type &	GetFCNS () const

hydra::UserParameters const &	GetParameters () const

hydra::UserParameters &	GetParameters ()

virtual double	operator() (std::vector< double > const &parameters) const

FCN< hydra::thrust::tuple< FCN< ESTIMATORS >... >, false > &	operator= (FCN< hydra::thrust::tuple< FCN< ESTIMATORS >... >, false > const &other)

void	SetErrorDef (double error)

double	Up () const

Member Enumeration Documentation

◆ anonymous enum

template<typename ... ESTIMATORS>

anonymous enum

Constructor & Destructor Documentation

◆ FCN() [1/3]

template<typename ... ESTIMATORS>

hydra::FCN< hydra::thrust::tuple< FCN< ESTIMATORS >... >, false >::FCN ( )

delete

◆ FCN() [2/3]

template<typename ... ESTIMATORS>

hydra::FCN< hydra::thrust::tuple< FCN< ESTIMATORS >... >, false >::FCN ( FCN< ESTIMATORS >const &... fcns )

inline

◆ FCN() [3/3]

template<typename ... ESTIMATORS>

hydra::FCN< hydra::thrust::tuple< FCN< ESTIMATORS >... >, false >::FCN ( FCN< estimator_type, false > const & other )

inline

◆ ~FCN()

template<typename ... ESTIMATORS>

virtual hydra::FCN< hydra::thrust::tuple< FCN< ESTIMATORS >... >, false >::~FCN ( )

virtualdefault

Member Function Documentation

◆ FCNS()

template<typename ... ESTIMATORS>

estimator_type& hydra::FCN< hydra::thrust::tuple< FCN< ESTIMATORS >... >, false >::FCNS ( )

inline

◆ GetErrorDef()

template<typename ... ESTIMATORS>

double hydra::FCN< hydra::thrust::tuple< FCN< ESTIMATORS >... >, false >::GetErrorDef ( ) const

inline

◆ GetFCNS()

template<typename ... ESTIMATORS>

const estimator_type& hydra::FCN< hydra::thrust::tuple< FCN< ESTIMATORS >... >, false >::GetFCNS ( ) const

inline

◆ GetParameters() [1/2]

template<typename ... ESTIMATORS>

hydra::UserParameters const& hydra::FCN< hydra::thrust::tuple< FCN< ESTIMATORS >... >, false >::GetParameters ( ) const

inline

◆ GetParameters() [2/2]

template<typename ... ESTIMATORS>

hydra::UserParameters& hydra::FCN< hydra::thrust::tuple< FCN< ESTIMATORS >... >, false >::GetParameters ( )

inline

◆ operator()()

template<typename ... ESTIMATORS>

virtual double hydra::FCN< hydra::thrust::tuple< FCN< ESTIMATORS >... >, false >::operator() ( std::vector< double > const & parameters ) const

inlinevirtual

◆ operator=()

template<typename ... ESTIMATORS>

FCN<hydra::thrust::tuple<FCN<ESTIMATORS>...>, false >& hydra::FCN< hydra::thrust::tuple< FCN< ESTIMATORS >... >, false >::operator= ( FCN< hydra::thrust::tuple< FCN< ESTIMATORS >... >, false > const & other )

inline

◆ SetErrorDef()

template<typename ... ESTIMATORS>

void hydra::FCN< hydra::thrust::tuple< FCN< ESTIMATORS >... >, false >::SetErrorDef ( double error )

inline

◆ Up()

template<typename ... ESTIMATORS>

double hydra::FCN< hydra::thrust::tuple< FCN< ESTIMATORS >... >, false >::Up ( ) const

inline

◆ hydra::Parameter

struct hydra::Parameter

,

This class represents named parameters that hold information of value, error, limits and implements the interface with ROOT::Minuit2.

hydra::Parameter instances are constructible, assignable and copiable in all backends, and because that the storage to hold the name needs be managed by the user (ex. no std::string support in CUDA). hydra::Parameter overloads the GReal_t operator()() and the arithmetic operators. hydra::Parameter instances can be constructed using named parameter semantic or parameter list semantic:

//using named parameter idiom
Parameter  mean   = Parameter::Create()
                          .Name(name)
                          .Value(3.0)
                          .Error(0.000)
                          .Limits(1.0, 4.0)
                          ;
//using unnamed parameter idiom
Parameter  mean(name, 3.0, 0.000, 1.0, 4.0);

Examples:: basic_fit_range_semantics.inl, binned_extended_logLL_fit.inl, breit_wigner_plus_polynomial.inl, crystal_ball_plus_exponential.inl, dalitz_plot.C, dalitz_plot.inl, double_gaussian_plus_exponential.inl, extended_logLL_fit.inl, fit_convoluted_pdfs.inl, fractional_logLL_fit.inl, gaussian_plus_argus.inl, multidimensional_fit.inl, pseudo_experiment.inl, and splot.inl.

Collaboration diagram for hydra::Parameter:

Public Member Functions
__hydra_host__ __hydra_device__	Parameter ()

__hydra_host__ __hydra_device__	Parameter (GReal_t value)

	Parameter (GChar_t const *const name, GReal_t value, GReal_t error, GReal_t downlim, GReal_t uplim, GBool_t fixed=0)

	Parameter (GChar_t const *name, GReal_t value, GReal_t error, GBool_t fixed=0)

	Parameter (std::string const &name, GReal_t value, GBool_t fixed=0)

__hydra_host__ __hydra_device__	Parameter (Parameter const &other)

__hydra_host__ Parameter &	Error (GReal_t error)

__hydra_host__ Parameter &	Fixed (GBool_t flag=1)

__hydra_host__ __hydra_device__ GReal_t	GetError () const

__hydra_host__ __hydra_device__ unsigned int	GetIndex () const

__hydra_host__ __hydra_device__ GReal_t	GetLowerLim () const

__hydra_host__ __hydra_device__ GChar_t const *	GetName () const

__hydra_host__ __hydra_device__ GReal_t	GetUpperLim () const

__hydra_host__ __hydra_device__ GReal_t	GetValue () const

__hydra_host__ __hydra_device__ GBool_t	HasError () const

__hydra_host__ __hydra_device__ GBool_t	IsFixed () const

__hydra_host__ __hydra_device__ GBool_t	IsLimited () const

__hydra_host__ Parameter &	Limits (GReal_t lowlim, GReal_t uplim)

__hydra_host__ Parameter &	Name (std::string const &name)

__hydra_host__ Parameter &	Name (GChar_t const *name)

__hydra_host__ __hydra_device__	operator GReal_t ()

__hydra_host__ __hydra_device__	operator GReal_t () const

__hydra_host__ __hydra_device__ GReal_t	operator() ()

__hydra_host__ __hydra_device__ GReal_t	operator() () const

__hydra_host__ __hydra_device__ Parameter &	operator*= (const GReal_t value)

__hydra_host__ __hydra_device__ Parameter &	operator*= (Parameter const &other)

__hydra_host__ __hydra_device__ Parameter &	operator+= (const GReal_t value)

__hydra_host__ __hydra_device__ Parameter &	operator+= (Parameter const &other)

__hydra_host__ __hydra_device__ Parameter &	operator-= (const GReal_t value)

__hydra_host__ __hydra_device__ Parameter &	operator-= (Parameter const &other)

__hydra_host__ __hydra_device__ Parameter &	operator/= (const GReal_t value)

__hydra_host__ __hydra_device__ Parameter &	operator/= (Parameter const &other)

__hydra_host__ __hydra_device__ Parameter &	operator= (Parameter const &other)

__hydra_host__ __hydra_device__ Parameter &	operator= (const GReal_t value)

__hydra_host__ void	Reset (const std::vector< double > &parameters)

__hydra_host__ __hydra_device__ void	SetError (GReal_t error)

__hydra_host__ __hydra_device__ void	SetFixed (GBool_t constant)

__hydra_host__ __hydra_device__ void	SetHasError (GBool_t nullError)

__hydra_host__ __hydra_device__ void	SetIndex (unsigned int index)

__hydra_host__ __hydra_device__ void	SetLimited (GBool_t limited)

__hydra_host__ __hydra_device__ void	SetLimits (GReal_t lower, GReal_t upper)

__hydra_host__ __hydra_device__ void	SetLowerLim (GReal_t downLim)

__hydra_host__ void	SetName (const std::string &name)

__hydra_host__ void	SetName (const GChar_t *name)

__hydra_host__ __hydra_device__ void	SetUpperLim (GReal_t upLim)

__hydra_host__ __hydra_device__ void	SetValue (GReal_t value)

__hydra_host__ Parameter &	Value (GReal_t value)

Static Public Member Functions
static __hydra_host__ Parameter	Create ()

static __hydra_host__ Parameter	Create (GChar_t const *name)

Constructor & Destructor Documentation

◆ Parameter() [1/6]

__hydra_host__ __hydra_device__ hydra::Parameter::Parameter ( )

inline

◆ Parameter() [2/6]

__hydra_host__ __hydra_device__ hydra::Parameter::Parameter ( GReal_t value )

inline

◆ Parameter() [3/6]

hydra::Parameter::Parameter	(	GChar_t const *const	name,
		GReal_t	value,
		GReal_t	error,
		GReal_t	downlim,
		GReal_t	uplim,
		GBool_t	fixed = `0`
	)

inline

◆ Parameter() [4/6]

hydra::Parameter::Parameter	(	GChar_t const *	name,
		GReal_t	value,
		GReal_t	error,
		GBool_t	fixed = `0`
	)

inline

◆ Parameter() [5/6]

hydra::Parameter::Parameter	(	std::string const &	name,
		GReal_t	value,
		GBool_t	fixed = `0`
	)

inline

◆ Parameter() [6/6]

__hydra_host__ __hydra_device__ hydra::Parameter::Parameter ( Parameter const & other )

inline

Member Function Documentation

◆ Create() [1/2]

◆ Create() [2/2]

static __hydra_host__ Parameter hydra::Parameter::Create ( GChar_t const * name )

inlinestatic

◆ Error()

◆ Fixed()

__hydra_host__ Parameter& hydra::Parameter::Fixed ( GBool_t flag = 1 )

inline

Examples:: breit_wigner_plus_polynomial.inl, crystal_ball_plus_exponential.inl, dalitz_plot.C, dalitz_plot.inl, fit_convoluted_pdfs.inl, and gaussian_plus_argus.inl.

◆ GetError()

__hydra_host__ __hydra_device__ GReal_t hydra::Parameter::GetError ( ) const

inline

◆ GetIndex()

__hydra_host__ __hydra_device__ unsigned int hydra::Parameter::GetIndex ( ) const

inline

◆ GetLowerLim()

__hydra_host__ __hydra_device__ GReal_t hydra::Parameter::GetLowerLim ( ) const

inline

◆ GetName()

__hydra_host__ __hydra_device__ GChar_t const* hydra::Parameter::GetName ( ) const

inline

◆ GetUpperLim()

__hydra_host__ __hydra_device__ GReal_t hydra::Parameter::GetUpperLim ( ) const

inline

◆ GetValue()

__hydra_host__ __hydra_device__ GReal_t hydra::Parameter::GetValue ( ) const

inline

Examples:: multidimensional_fit.inl.

◆ HasError()

__hydra_host__ __hydra_device__ GBool_t hydra::Parameter::HasError ( ) const

inline

◆ IsFixed()

__hydra_host__ __hydra_device__ GBool_t hydra::Parameter::IsFixed ( ) const

inline

◆ IsLimited()

__hydra_host__ __hydra_device__ GBool_t hydra::Parameter::IsLimited ( ) const

inline

◆ Limits()

__hydra_host__ Parameter& hydra::Parameter::Limits	(	GReal_t	lowlim,
		GReal_t	uplim
	)

inline

Examples:: basic_fit.inl, basic_fit_range_semantics.inl, binned_extended_logLL_fit.inl, breit_wigner_plus_polynomial.inl, crystal_ball_plus_exponential.inl, dalitz_plot.C, dalitz_plot.inl, double_gaussian_plus_exponential.inl, extended_logLL_fit.inl, fit_convoluted_pdfs.inl, fit_gaussian.C, fit_johnson.C, fractional_logLL_fit.inl, gaussian_plus_argus.inl, multidimensional_fit.inl, pseudo_experiment.inl, simultaneous_fit.inl, and splot.inl.

◆ Name() [1/2]

__hydra_host__ Parameter& hydra::Parameter::Name ( std::string const & name )

inline

Examples:: basic_distributions.inl, basic_fit_range_semantics.inl, binned_extended_logLL_fit.inl, breit_wigner_plus_polynomial.inl, crystal_ball_plus_exponential.inl, cufft.inl, dalitz_plot.C, dalitz_plot.inl, double_gaussian_plus_exponential.inl, extended_logLL_fit.inl, fft.inl, fill_basic_distributions.inl, fit_convoluted_pdfs.inl, fractional_logLL_fit.inl, gaussian_plus_argus.inl, multidimensional_fit.inl, pseudo_experiment.inl, and splot.inl.

◆ Name() [2/2]

__hydra_host__ Parameter& hydra::Parameter::Name ( GChar_t const * name )

inline

◆ operator GReal_t() [1/2]

__hydra_host__ __hydra_device__ hydra::Parameter::operator GReal_t ( )

inline

◆ operator GReal_t() [2/2]

__hydra_host__ __hydra_device__ hydra::Parameter::operator GReal_t ( ) const

inline

◆ operator()() [1/2]

__hydra_host__ __hydra_device__ GReal_t hydra::Parameter::operator() ( void )

inline

◆ operator()() [2/2]

__hydra_host__ __hydra_device__ GReal_t hydra::Parameter::operator() ( void ) const

inline

◆ operator*=() [1/2]

__hydra_host__ __hydra_device__ Parameter& hydra::Parameter::operator*= ( const GReal_t value )

inline

◆ operator*=() [2/2]

__hydra_host__ __hydra_device__ Parameter& hydra::Parameter::operator*= ( Parameter const & other )

inline

◆ operator+=() [1/2]

__hydra_host__ __hydra_device__ Parameter& hydra::Parameter::operator+= ( const GReal_t value )

inline

◆ operator+=() [2/2]

__hydra_host__ __hydra_device__ Parameter& hydra::Parameter::operator+= ( Parameter const & other )

inline

◆ operator-=() [1/2]

__hydra_host__ __hydra_device__ Parameter& hydra::Parameter::operator-= ( const GReal_t value )

inline

◆ operator-=() [2/2]

__hydra_host__ __hydra_device__ Parameter& hydra::Parameter::operator-= ( Parameter const & other )

inline

◆ operator/=() [1/2]

__hydra_host__ __hydra_device__ Parameter& hydra::Parameter::operator/= ( const GReal_t value )

inline

◆ operator/=() [2/2]

__hydra_host__ __hydra_device__ Parameter& hydra::Parameter::operator/= ( Parameter const & other )

inline

◆ operator=() [1/2]

__hydra_host__ __hydra_device__ Parameter& hydra::Parameter::operator= ( Parameter const & other )

inline

◆ operator=() [2/2]

__hydra_host__ __hydra_device__ Parameter& hydra::Parameter::operator= ( const GReal_t value )

inline

◆ Reset()

__hydra_host__ void hydra::Parameter::Reset ( const std::vector< double > & parameters )

inline

◆ SetError()

__hydra_host__ __hydra_device__ void hydra::Parameter::SetError ( GReal_t error )

inline

◆ SetFixed()

__hydra_host__ __hydra_device__ void hydra::Parameter::SetFixed ( GBool_t constant )

inline

◆ SetHasError()

__hydra_host__ __hydra_device__ void hydra::Parameter::SetHasError ( GBool_t nullError )

inline

◆ SetIndex()

__hydra_host__ __hydra_device__ void hydra::Parameter::SetIndex ( unsigned int index )

inline

◆ SetLimited()

__hydra_host__ __hydra_device__ void hydra::Parameter::SetLimited ( GBool_t limited )

inline

◆ SetLimits()

__hydra_host__ __hydra_device__ void hydra::Parameter::SetLimits	(	GReal_t	lower,
		GReal_t	upper
	)

inline

◆ SetLowerLim()

__hydra_host__ __hydra_device__ void hydra::Parameter::SetLowerLim ( GReal_t downLim )

inline

◆ SetName() [1/2]

__hydra_host__ void hydra::Parameter::SetName ( const std::string & name )

inline

◆ SetName() [2/2]

__hydra_host__ void hydra::Parameter::SetName ( const GChar_t * name )

inline

◆ SetUpperLim()

__hydra_host__ __hydra_device__ void hydra::Parameter::SetUpperLim ( GReal_t upLim )

inline

◆ SetValue()

__hydra_host__ __hydra_device__ void hydra::Parameter::SetValue ( GReal_t value )

inline

◆ Value()

◆ hydra::Pdf

class hydra::Pdf

template<typename FUNCTOR, typename INTEGRATOR>
class hydra::Pdf< FUNCTOR, INTEGRATOR >

Class representing probability density functions.

A hydra::Pdf has two components:

Template Parameters

FUNCTOR	unnormalized functor, describing the shape.
INTEGRATOR	integration algorithm or functor for analytical integration, which normalizes the functor.

Collaboration diagram for hydra::Pdf< FUNCTOR, INTEGRATOR >:

◆ hydra::PDFSumExtendable

class hydra::PDFSumExtendable

template<typename PDF1, typename PDF2, typename ... PDFs>
class hydra::PDFSumExtendable< PDF1, PDF2, PDFs >

Class representing a pdf object built summing up other pdfs.

Given N unnormalized pdfs \(F_i\) , this class define a object representing the sum

\[ F_t = \sum_i^N c_i \times F_i \]

The coefficients of the pdfs can represent fractions or yields. If the number of coefficients is equal to the number of pdfs, the coefficients are interpreted as yields. If the number of coefficients is \((N-1)\), the coefficients are interpreted as fractions defined in the interval [0,1]. The coefficient of the last term is calculated as \( c_N=1 -\sum_i^{(N-1)} c_i \).

Inheritance diagram for hydra::PDFSumExtendable< PDF1, PDF2, PDFs >:

Collaboration diagram for hydra::PDFSumExtendable< PDF1, PDF2, PDFs >:

Public Types
typedef detail::AddPdfBase< PDF1, PDF2, PDFs... >::type	base_type
	base class type More...

typedef detail::AddPdfFunctor< PDF1, PDF2, PDFs... >	functor_type

typedef hydra::thrust::tuple< typename PDF1::functor_type, typename PDF2::functor_type, typename PDFs::functor_type... >	functors_tuple_type
	type of the tuple of pdf::functors More...

typedef void	hydra_pdf_type

typedef void	hydra_sum_pdf_tag
	tag More...

typedef hydra::thrust::tuple< PDF1, PDF2, PDFs... >	pdfs_tuple_type
	type of the tuple of pdfs More...

Public Member Functions
	PDFSumExtendable (PDF1 const &pdf1, PDF2 const &pdf2, PDFs const &...pdfs, std::array< Parameter, npdfs > const &coef)
	Ctor for used to build AddPdf usable in extended likelihood fits. More...

	PDFSumExtendable (PDF1 const &pdf1, PDF2 const &pdf2, PDFs const &...pdfs, Parameter(&coef)[npdfs])

	PDFSumExtendable (PDFSumExtendable< PDF1, PDF2, PDFs... > const &other)
	Copy constructor. More...

void	AddUserParameters (std::vector< hydra::Parameter *> &user_parameters)
	Add pointers to the functor's parameters to a external list, that will be used later to build the hydra::UserParameters instance that will be passed to ROOT::Minuit2. More...

Parameter &	Coefficient (size_t i)

const Parameter &	GetCoefficient (size_t i) const

GReal_t	GetCoefSum () const

detail::AddPdfFunctor< PDF1, PDF2, PDFs... >	GetFunctor () const

const functors_tuple_type &	GetFunctors () const

const pdfs_tuple_type &	GetPDFs () const

GBool_t	IsExtended () const

template<typename T1 >
GReal_t	operator() (T1 &&t) const

template<typename T1 , typename T2 >
GReal_t	operator() (T1 &&t, T2 &&cache) const

template<typename T >
GReal_t	operator() (T x, T p)

PDFSumExtendable< PDF1, PDF2, PDFs... > &	operator= (PDFSumExtendable< PDF1, PDF2, PDFs... > const &other)
	Assignment operator. More...

template<unsigned int I>
hydra::thrust::tuple_element< I, pdfs_tuple_type >::type &	PDF (hydra::placeholders::placeholder< I >)

void	PrintRegisteredParameters ()
	Print all registered parameters, including its value, range, name etc. More...

void	SetExtended (GBool_t extended)

void	SetParameters (const std::vector< double > &parameters)
	Set the coefficients and parameters of all pdfs. More...

Static Public Attributes
static constexpr size_t	npdfs = sizeof...(PDFs)+2
	number of pdfs More...

Member Typedef Documentation

◆ base_type

template<typename PDF1 , typename PDF2 , typename ... PDFs>

typedef detail::AddPdfBase<PDF1,PDF2,PDFs...>::type hydra::PDFSumExtendable< PDF1, PDF2, PDFs >::base_type

base class type

◆ functor_type

template<typename PDF1 , typename PDF2 , typename ... PDFs>

typedef detail::AddPdfFunctor< PDF1, PDF2, PDFs...> hydra::PDFSumExtendable< PDF1, PDF2, PDFs >::functor_type

◆ functors_tuple_type

template<typename PDF1 , typename PDF2 , typename ... PDFs>

typedef hydra::thrust::tuple<typename PDF1::functor_type, typename PDF2::functor_type, typename PDFs::functor_type...> hydra::PDFSumExtendable< PDF1, PDF2, PDFs >::functors_tuple_type

type of the tuple of pdf::functors

◆ hydra_pdf_type

template<typename PDF1 , typename PDF2 , typename ... PDFs>

typedef void hydra::PDFSumExtendable< PDF1, PDF2, PDFs >::hydra_pdf_type

◆ hydra_sum_pdf_tag

template<typename PDF1 , typename PDF2 , typename ... PDFs>

typedef void hydra::PDFSumExtendable< PDF1, PDF2, PDFs >::hydra_sum_pdf_tag

tag

◆ pdfs_tuple_type

template<typename PDF1 , typename PDF2 , typename ... PDFs>

typedef hydra::thrust::tuple<PDF1, PDF2, PDFs...> hydra::PDFSumExtendable< PDF1, PDF2, PDFs >::pdfs_tuple_type

type of the tuple of pdfs

Constructor & Destructor Documentation

◆ PDFSumExtendable() [1/3]

template<typename PDF1 , typename PDF2 , typename ... PDFs>

hydra::PDFSumExtendable< PDF1, PDF2, PDFs >::PDFSumExtendable	(	PDF1 const &	pdf1,
		PDF2 const &	pdf2,
		PDFs const &...	pdfs,
		std::array< Parameter, npdfs > const &	coef
	)

inline

Ctor for used to build AddPdf usable in extended likelihood fits.

Parameters

pdf1	first pdf object,
pdf2	second pdf object,
pdfs	remaining pdfs.
coef	arrary of Parameters, each parameter correspond to a coefficient
extend	build pdf to be used in extended fit. Default is true.

Each component pdf is normalized properly before evaluation each time SetParameters(const std::vector<double>& parameters) is called. The sum is normalized also.

◆ PDFSumExtendable() [2/3]

template<typename PDF1 , typename PDF2 , typename ... PDFs>

hydra::PDFSumExtendable< PDF1, PDF2, PDFs >::PDFSumExtendable	(	PDF1 const &	pdf1,
		PDF2 const &	pdf2,
		PDFs const &...	pdfs,
		Parameter(&)	coef[npdfs]
	)

inline

◆ PDFSumExtendable() [3/3]

template<typename PDF1 , typename PDF2 , typename ... PDFs>

hydra::PDFSumExtendable< PDF1, PDF2, PDFs >::PDFSumExtendable ( PDFSumExtendable< PDF1, PDF2, PDFs... > const & other )

inline

Copy constructor.

Member Function Documentation

◆ AddUserParameters()

template<typename PDF1 , typename PDF2 , typename ... PDFs>

void hydra::PDFSumExtendable< PDF1, PDF2, PDFs >::AddUserParameters ( std::vector< hydra::Parameter *> & user_parameters )

inline

Add pointers to the functor's parameters to a external list, that will be used later to build the hydra::UserParameters instance that will be passed to ROOT::Minuit2.

Parameters

user_parameters external std::vector<hydra::Parameter*> object holding the list of pointers to functor parameters.

◆ Coefficient()

template<typename PDF1 , typename PDF2 , typename ... PDFs>

Parameter& hydra::PDFSumExtendable< PDF1, PDF2, PDFs >::Coefficient ( size_t i )

inline

◆ GetCoefficient()

template<typename PDF1 , typename PDF2 , typename ... PDFs>

const Parameter& hydra::PDFSumExtendable< PDF1, PDF2, PDFs >::GetCoefficient ( size_t i ) const

inline

◆ GetCoefSum()

template<typename PDF1 , typename PDF2 , typename ... PDFs>

GReal_t hydra::PDFSumExtendable< PDF1, PDF2, PDFs >::GetCoefSum ( ) const

inline

◆ GetFunctor()

template<typename PDF1 , typename PDF2 , typename ... PDFs>

detail::AddPdfFunctor< PDF1, PDF2, PDFs...> hydra::PDFSumExtendable< PDF1, PDF2, PDFs >::GetFunctor ( ) const

inline

◆ GetFunctors()

template<typename PDF1 , typename PDF2 , typename ... PDFs>

const functors_tuple_type& hydra::PDFSumExtendable< PDF1, PDF2, PDFs >::GetFunctors ( ) const

inline

◆ GetPDFs()

template<typename PDF1 , typename PDF2 , typename ... PDFs>

const pdfs_tuple_type& hydra::PDFSumExtendable< PDF1, PDF2, PDFs >::GetPDFs ( ) const

inline

◆ IsExtended()

template<typename PDF1 , typename PDF2 , typename ... PDFs>

GBool_t hydra::PDFSumExtendable< PDF1, PDF2, PDFs >::IsExtended ( ) const

inline

◆ operator()() [1/3]

template<typename PDF1 , typename PDF2 , typename ... PDFs>

template<typename T1 >

GReal_t hydra::PDFSumExtendable< PDF1, PDF2, PDFs >::operator() ( T1 && t ) const

inline

◆ operator()() [2/3]

template<typename PDF1 , typename PDF2 , typename ... PDFs>

template<typename T1 , typename T2 >

GReal_t hydra::PDFSumExtendable< PDF1, PDF2, PDFs >::operator()	(	T1 &&	t,
		T2 &&	cache
	)		const

inline

◆ operator()() [3/3]

template<typename PDF1 , typename PDF2 , typename ... PDFs>

template<typename T >

GReal_t hydra::PDFSumExtendable< PDF1, PDF2, PDFs >::operator()	(	T *	x,
		T *	p
	)

inline

◆ operator=()

template<typename PDF1 , typename PDF2 , typename ... PDFs>

PDFSumExtendable<PDF1, PDF2, PDFs...>& hydra::PDFSumExtendable< PDF1, PDF2, PDFs >::operator= ( PDFSumExtendable< PDF1, PDF2, PDFs... > const & other )

inline

Assignment operator.

Parameters

other

Returns

◆ PDF()

template<typename PDF1 , typename PDF2 , typename ... PDFs>

template<unsigned int I>

hydra::thrust::tuple_element<I,pdfs_tuple_type>::type& hydra::PDFSumExtendable< PDF1, PDF2, PDFs >::PDF ( hydra::placeholders::placeholder< I > )

inline

◆ PrintRegisteredParameters()

template<typename PDF1 , typename PDF2 , typename ... PDFs>

void hydra::PDFSumExtendable< PDF1, PDF2, PDFs >::PrintRegisteredParameters ( )

inline

Print all registered parameters, including its value, range, name etc.

◆ SetExtended()

template<typename PDF1 , typename PDF2 , typename ... PDFs>

void hydra::PDFSumExtendable< PDF1, PDF2, PDFs >::SetExtended ( GBool_t extended )

inline

◆ SetParameters()

template<typename PDF1 , typename PDF2 , typename ... PDFs>

void hydra::PDFSumExtendable< PDF1, PDF2, PDFs >::SetParameters ( const std::vector< double > & parameters )

inline

Set the coefficients and parameters of all pdfs.

This method sets the values of all coefficients and parameters of pdfs stored in the PDFSumExtendable object. User should ensure this method is called before the object evaluation.

Parameters

parameters std::vector<double> containing the list of parameters passed by ROOT::Minuit2.

Field Documentation

◆ npdfs

template<typename PDF1 , typename PDF2 , typename ... PDFs>

constexpr size_t hydra::PDFSumExtendable< PDF1, PDF2, PDFs >::npdfs = sizeof...(PDFs)+2

static

number of pdfs

◆ hydra::PDFSumNonExtendable

class hydra::PDFSumNonExtendable

template<typename PDF1, typename PDF2, typename ... PDFs>
class hydra::PDFSumNonExtendable< PDF1, PDF2, PDFs >

Class representing a pdf object built summing a pdf adding other pdfs.

Given N unnormalized pdfs \(F_i\) , this class define a object representing the sum

\[ F_t = \sum_i^N c_i \times F_i \]

The coefficients of the pdfs can represent fractions or yields. If the number of coefficients is equal to the number of pdfs, the coefficients are interpreted as yields. If the number of coefficients is \((N-1)\), the coefficients are interpreted as fractions defined in the interval [0,1]. The coefficient of the last term is calculated as \( c_N=1 -\sum_i^{(N-1)} c_i \).

Inheritance diagram for hydra::PDFSumNonExtendable< PDF1, PDF2, PDFs >:

Collaboration diagram for hydra::PDFSumNonExtendable< PDF1, PDF2, PDFs >:

Public Types
typedef detail::AddPdfBase< PDF1, PDF2, PDFs... >::type	base_type
	base class type More...

typedef detail::AddPdfFunctor< PDF1, PDF2, PDFs... >	functor_type

typedef hydra::thrust::tuple< typename PDF1::functor_type, typename PDF2::functor_type, typename PDFs::functor_type... >	functors_tuple_type
	type of the tuple of pdf::functors More...

typedef void	hydra_pdf_type

typedef void	hydra_sum_pdf_tag
	tag More...

typedef hydra::thrust::tuple< PDF1, PDF2, PDFs... >	pdfs_tuple_type
	type of the tuple of pdfs More...

Public Member Functions
	PDFSumNonExtendable (PDF1 const &pdf1, PDF2 const &pdf2, PDFs const &...pdfs, std::array< Parameter, npdfs-1 >const &coef)
	Ctor for used to build AddPdf usable in extended likelihood fits. More...

	PDFSumNonExtendable (PDFSumNonExtendable< PDF1, PDF2, PDFs... > const &other)
	Copy constructor. More...

void	AddUserParameters (std::vector< hydra::Parameter *> &user_parameters)
	Add pointers to the functor's parameters to a external list, that will be used later to build the hydra::UserParameters instance that will be passed to ROOT::Minuit2. More...

Parameter &	Coefficient (size_t i)

const Parameter &	GetCoefficient (size_t i) const

GReal_t	GetCoefPartialSum () const

GReal_t	GetCoefSum () const

detail::AddPdfFunctor< PDF1, PDF2, PDFs... >	GetFunctor () const

const functors_tuple_type &	GetFunctors () const

const pdfs_tuple_type &	GetPDFs () const

template<typename T1 >
GReal_t	operator() (T1 &&t) const

template<typename T1 , typename T2 >
GReal_t	operator() (T1 &&t, T2 &&cache) const

template<typename T >
GReal_t	operator() (T x, T p)

PDFSumNonExtendable< PDF1, PDF2, PDFs... > &	operator= (PDFSumNonExtendable< PDF1, PDF2, PDFs... > const &other)
	Assignment operator. More...

template<unsigned int I>
hydra::thrust::tuple_element< I, pdfs_tuple_type >::type &	PDF (hydra::placeholders::placeholder< I >)

void	PrintRegisteredParameters ()
	Print all registered parameters, including its value, range, name etc. More...

void	SetParameters (const std::vector< double > &parameters)
	Set the coefficients and parameters of all pdfs. More...

Static Public Attributes
static constexpr size_t	npdfs = sizeof...(PDFs)+2
	number of pdfs More...

Member Typedef Documentation

◆ base_type

template<typename PDF1 , typename PDF2 , typename ... PDFs>

typedef detail::AddPdfBase<PDF1,PDF2,PDFs...>::type hydra::PDFSumNonExtendable< PDF1, PDF2, PDFs >::base_type

base class type

◆ functor_type

template<typename PDF1 , typename PDF2 , typename ... PDFs>

typedef detail::AddPdfFunctor< PDF1, PDF2, PDFs...> hydra::PDFSumNonExtendable< PDF1, PDF2, PDFs >::functor_type

◆ functors_tuple_type

template<typename PDF1 , typename PDF2 , typename ... PDFs>

typedef hydra::thrust::tuple<typename PDF1::functor_type, typename PDF2::functor_type, typename PDFs::functor_type...> hydra::PDFSumNonExtendable< PDF1, PDF2, PDFs >::functors_tuple_type

type of the tuple of pdf::functors

◆ hydra_pdf_type

template<typename PDF1 , typename PDF2 , typename ... PDFs>

typedef void hydra::PDFSumNonExtendable< PDF1, PDF2, PDFs >::hydra_pdf_type

◆ hydra_sum_pdf_tag

template<typename PDF1 , typename PDF2 , typename ... PDFs>

typedef void hydra::PDFSumNonExtendable< PDF1, PDF2, PDFs >::hydra_sum_pdf_tag

tag

◆ pdfs_tuple_type

template<typename PDF1 , typename PDF2 , typename ... PDFs>

typedef hydra::thrust::tuple<PDF1, PDF2, PDFs...> hydra::PDFSumNonExtendable< PDF1, PDF2, PDFs >::pdfs_tuple_type

type of the tuple of pdfs

Constructor & Destructor Documentation

◆ PDFSumNonExtendable() [1/2]

template<typename PDF1 , typename PDF2 , typename ... PDFs>

hydra::PDFSumNonExtendable< PDF1, PDF2, PDFs >::PDFSumNonExtendable	(	PDF1 const &	pdf1,
		PDF2 const &	pdf2,
		PDFs const &...	pdfs,
		std::array< Parameter, npdfs-1 >const &	coef
	)

inline

Ctor for used to build AddPdf usable in extended likelihood fits.

Parameters

pdf1	first pdf object,
pdf2	second pdf object,
pdfs	remaining pdfs.
coef	arrary of Parameters, each parameter correspond to a coefficient
extend	build pdf to be used in extended fit. Default is true.

Each component pdf is normalized properly before evaluation each time SetParameters(const std::vector<double>& parameters) is called. The sum is normalized also.

◆ PDFSumNonExtendable() [2/2]

template<typename PDF1 , typename PDF2 , typename ... PDFs>

hydra::PDFSumNonExtendable< PDF1, PDF2, PDFs >::PDFSumNonExtendable ( PDFSumNonExtendable< PDF1, PDF2, PDFs... > const & other )

inline

Copy constructor.

Member Function Documentation

◆ AddUserParameters()

template<typename PDF1 , typename PDF2 , typename ... PDFs>

void hydra::PDFSumNonExtendable< PDF1, PDF2, PDFs >::AddUserParameters ( std::vector< hydra::Parameter *> & user_parameters )

inline

Add pointers to the functor's parameters to a external list, that will be used later to build the hydra::UserParameters instance that will be passed to ROOT::Minuit2.

Parameters

user_parameters external std::vector<hydra::Parameter*> object holding the list of pointers to functor parameters.

◆ Coefficient()

template<typename PDF1 , typename PDF2 , typename ... PDFs>

Parameter& hydra::PDFSumNonExtendable< PDF1, PDF2, PDFs >::Coefficient ( size_t i )

inline

◆ GetCoefficient()

template<typename PDF1 , typename PDF2 , typename ... PDFs>

const Parameter& hydra::PDFSumNonExtendable< PDF1, PDF2, PDFs >::GetCoefficient ( size_t i ) const

inline

◆ GetCoefPartialSum()

template<typename PDF1 , typename PDF2 , typename ... PDFs>

GReal_t hydra::PDFSumNonExtendable< PDF1, PDF2, PDFs >::GetCoefPartialSum ( ) const

inline

◆ GetCoefSum()

template<typename PDF1 , typename PDF2 , typename ... PDFs>

GReal_t hydra::PDFSumNonExtendable< PDF1, PDF2, PDFs >::GetCoefSum ( ) const

inline

◆ GetFunctor()

template<typename PDF1 , typename PDF2 , typename ... PDFs>

detail::AddPdfFunctor< PDF1, PDF2, PDFs...> hydra::PDFSumNonExtendable< PDF1, PDF2, PDFs >::GetFunctor ( ) const

inline

◆ GetFunctors()

template<typename PDF1 , typename PDF2 , typename ... PDFs>

const functors_tuple_type& hydra::PDFSumNonExtendable< PDF1, PDF2, PDFs >::GetFunctors ( ) const

inline

◆ GetPDFs()

template<typename PDF1 , typename PDF2 , typename ... PDFs>

const pdfs_tuple_type& hydra::PDFSumNonExtendable< PDF1, PDF2, PDFs >::GetPDFs ( ) const

inline

◆ operator()() [1/3]

template<typename PDF1 , typename PDF2 , typename ... PDFs>

template<typename T1 >

GReal_t hydra::PDFSumNonExtendable< PDF1, PDF2, PDFs >::operator() ( T1 && t ) const

inline

◆ operator()() [2/3]

template<typename PDF1 , typename PDF2 , typename ... PDFs>

template<typename T1 , typename T2 >

GReal_t hydra::PDFSumNonExtendable< PDF1, PDF2, PDFs >::operator()	(	T1 &&	t,
		T2 &&	cache
	)		const

inline

◆ operator()() [3/3]

template<typename PDF1 , typename PDF2 , typename ... PDFs>

template<typename T >

GReal_t hydra::PDFSumNonExtendable< PDF1, PDF2, PDFs >::operator()	(	T *	x,
		T *	p
	)

inline

◆ operator=()

template<typename PDF1 , typename PDF2 , typename ... PDFs>

PDFSumNonExtendable<PDF1, PDF2, PDFs...>& hydra::PDFSumNonExtendable< PDF1, PDF2, PDFs >::operator= ( PDFSumNonExtendable< PDF1, PDF2, PDFs... > const & other )

inline

Assignment operator.

Parameters

other

Returns

◆ PDF()

template<typename PDF1 , typename PDF2 , typename ... PDFs>

template<unsigned int I>

hydra::thrust::tuple_element<I,pdfs_tuple_type>::type& hydra::PDFSumNonExtendable< PDF1, PDF2, PDFs >::PDF ( hydra::placeholders::placeholder< I > )

inline

◆ PrintRegisteredParameters()

template<typename PDF1 , typename PDF2 , typename ... PDFs>

void hydra::PDFSumNonExtendable< PDF1, PDF2, PDFs >::PrintRegisteredParameters ( )

inline

Print all registered parameters, including its value, range, name etc.

◆ SetParameters()

template<typename PDF1 , typename PDF2 , typename ... PDFs>

void hydra::PDFSumNonExtendable< PDF1, PDF2, PDFs >::SetParameters ( const std::vector< double > & parameters )

inline

Set the coefficients and parameters of all pdfs.

This method sets the values of all coefficients and parameters of pdfs stored in the PDFSumNonExtendable object. User should ensure this method is called before the object evaluation.

Parameters

parameters std::vector<double> containing the list of parameters passed by ROOT::Minuit2.

Field Documentation

◆ npdfs

template<typename PDF1 , typename PDF2 , typename ... PDFs>

constexpr size_t hydra::PDFSumNonExtendable< PDF1, PDF2, PDFs >::npdfs = sizeof...(PDFs)+2

static

number of pdfs

◆ hydra::SPlot

class hydra::SPlot

template<typename Iterator, typename PDF1, typename PDF2, typename ... PDFs>
class hydra::SPlot< Iterator, PDF1, PDF2, PDFs >

Implementation of {s}_{Plot} technique for statistical unfolding of sample containing events from different sources.

The sPlots are applicable in the context extended Likelihood fits, which are performed on the data sample to determine the yields of the various sources.

Reference: Nucl.Instrum.Meth.A555:356-369,2005

Inheritance diagram for hydra::SPlot< Iterator, PDF1, PDF2, PDFs >:

Collaboration diagram for hydra::SPlot< Iterator, PDF1, PDF2, PDFs >:

Public Types
typedef hydra::thrust::tuple< typename PDF1::functor_type, typename PDF2::functor_type, typename PDFs::functor_type... >	functors_tuple_type

template<int W>
using	iterator = hydra::thrust::transform_iterator< transformer< W >, Iterator >

typedef hydra::thrust::tuple< PDF1, PDF2, PDFs... >	pdfs_tuple_type

template<int W>
using	transformer = detail::SWeights< W, typename PDF1::functor_type, typename PDF2::functor_type, typename PDFs::functor_type... >

template<int W>
using	value_type = typename hydra::thrust::iterator_traits< iterator< W > >::value_type

Public Member Functions
	SPlot ()=delete

	SPlot (PDFSumExtendable< PDF1, PDF2, PDFs... > const &pdf, Iterator first, Iterator last)
	SPlot constructor. More...

	SPlot (SPlot< Iterator, PDF1, PDF2, PDFs... > const &other)
	SPlot copy constructor. More...

template<unsigned int I>
iterator< I >	begin (placeholders::placeholder< I >)
	Get an iterator pointing to beginning of the range of the s-weights corresponding to the PDF i. More...

iterator<-1 >	begin ()
	Get an iterator pointing to beginning of the range of the s-weights corresponding to the PDF i. More...

Iterator	data_begin ()
	Get an iterator pointing to end of the range of the s-weights. More...

Iterator	data_begin () const

Iterator	data_end ()
	Get an iterator pointing to end of the range of the s-weights. More...

Iterator	data_end () const

template<unsigned int I>
iterator< I >	end (placeholders::placeholder< I >)
	Get an iterator pointing to end of the range of the s-weights corresponding to the PDF i. More...

iterator<-1 >	end ()
	Get an iterator pointing to end of the range of the s-weights corresponding to the PDF i. More...

const Parameter &	GetCoefficient (size_t i) const
	Get the yield corresponding to the PDF i. More...

hydra::Eigen::Matrix< double, npdfs, npdfs >	GetCovMatrix () const
	Get the covariance matrix of between the yields of PDFs. More...

const functors_tuple_type &	GetFunctors () const
	Get reference to constant of normalized Functor objects. More...

hydra::Eigen::Matrix< double, npdfs, npdfs >	GetInverseCovMatrix () const

const pdfs_tuple_type &	GetPDFs () const
	Get reference to constant of PDF objects. More...

template<unsigned int I>
hydra::Range< iterator< I > >	operator() (placeholders::placeholder< I > p)
	Get a range with the s-weights to the PDF i. More...

hydra::Range< iterator<-1 > >	operator() ()
	Get a range with the s-weights. More...

SPlot< Iterator, PDF1, PDF2, PDFs... >	operator= (SPlot< Iterator, PDF1, PDF2, PDFs... > const &other)
	SPlot assignment operator. More...

template<unsigned int I>
hydra::Range< iterator< I > >	operator[] (placeholders::placeholder< I > p)
	Subscript operator to get a range with the s-weights to the PDF i. More...

value_type<-1 >	operator[] (size_t i)
	Subscript operator. More...

Static Public Attributes
static constexpr size_t	npdfs = sizeof...(PDFs)+2

Member Typedef Documentation

◆ functors_tuple_type

template<typename Iterator , typename PDF1 , typename PDF2 , typename ... PDFs>

typedef hydra::thrust::tuple< typename PDF1::functor_type, typename PDF2::functor_type, typename PDFs::functor_type...> hydra::SPlot< Iterator, PDF1, PDF2, PDFs >::functors_tuple_type

◆ iterator

template<typename Iterator , typename PDF1 , typename PDF2 , typename ... PDFs>

template<int W>

using hydra::SPlot< Iterator, PDF1, PDF2, PDFs >::iterator = hydra::thrust::transform_iterator<transformer<W>, Iterator >

◆ pdfs_tuple_type

template<typename Iterator , typename PDF1 , typename PDF2 , typename ... PDFs>

typedef hydra::thrust::tuple<PDF1, PDF2, PDFs...> hydra::SPlot< Iterator, PDF1, PDF2, PDFs >::pdfs_tuple_type

◆ transformer

template<typename Iterator , typename PDF1 , typename PDF2 , typename ... PDFs>

template<int W>

using hydra::SPlot< Iterator, PDF1, PDF2, PDFs >::transformer = detail::SWeights<W, typename PDF1::functor_type, typename PDF2::functor_type, typename PDFs::functor_type...>

◆ value_type

template<typename Iterator , typename PDF1 , typename PDF2 , typename ... PDFs>

template<int W>

using hydra::SPlot< Iterator, PDF1, PDF2, PDFs >::value_type = typename hydra::thrust::iterator_traits<iterator<W> >::value_type

Constructor & Destructor Documentation

◆ SPlot() [1/3]

template<typename Iterator , typename PDF1 , typename PDF2 , typename ... PDFs>

hydra::SPlot< Iterator, PDF1, PDF2, PDFs >::SPlot ( )

delete

◆ SPlot() [2/3]

template<typename Iterator , typename PDF1 , typename PDF2 , typename ... PDFs>

hydra::SPlot< Iterator, PDF1, PDF2, PDFs >::SPlot	(	PDFSumExtendable< PDF1, PDF2, PDFs... > const &	pdf,
		Iterator	first,
		Iterator	last
	)

inline

SPlot constructor.

Parameters

pdf	PDFSumExtendable<PDF1, PDF2, PDFs...> object, already optimized.
first	Iterator pointing to the beginning of the data range used to optimize `pdf`
last	Iterator pointing to the end of the data range used to optimize `pdf`.

◆ SPlot() [3/3]

template<typename Iterator , typename PDF1 , typename PDF2 , typename ... PDFs>

hydra::SPlot< Iterator, PDF1, PDF2, PDFs >::SPlot ( SPlot< Iterator, PDF1, PDF2, PDFs... > const & other )

inline

SPlot copy constructor.

Parameters

other

Member Function Documentation

◆ begin() [1/2]

template<typename Iterator , typename PDF1 , typename PDF2 , typename ... PDFs>

template<unsigned int I>

iterator<I> hydra::SPlot< Iterator, PDF1, PDF2, PDFs >::begin ( placeholders::placeholder< I > )

inline

Get an iterator pointing to beginning of the range of the s-weights corresponding to the PDF i.

Parameters

hydra placeholder (_0, _1, ..., _N)

Returns: iterator

◆ begin() [2/2]

template<typename Iterator , typename PDF1 , typename PDF2 , typename ... PDFs>

iterator<-1> hydra::SPlot< Iterator, PDF1, PDF2, PDFs >::begin ( )

inline

Get an iterator pointing to beginning of the range of the s-weights corresponding to the PDF i.

Parameters

hydra placeholder (_0, _1, ..., _N)

Returns: iterator

◆ data_begin() [1/2]

template<typename Iterator , typename PDF1 , typename PDF2 , typename ... PDFs>

Iterator hydra::SPlot< Iterator, PDF1, PDF2, PDFs >::data_begin ( )

inline

Get an iterator pointing to end of the range of the s-weights.

Returns: iterator

◆ data_begin() [2/2]

template<typename Iterator , typename PDF1 , typename PDF2 , typename ... PDFs>

Iterator hydra::SPlot< Iterator, PDF1, PDF2, PDFs >::data_begin ( ) const

inline

◆ data_end() [1/2]

template<typename Iterator , typename PDF1 , typename PDF2 , typename ... PDFs>

Iterator hydra::SPlot< Iterator, PDF1, PDF2, PDFs >::data_end ( )

inline

Get an iterator pointing to end of the range of the s-weights.

Returns: iterator

◆ data_end() [2/2]

template<typename Iterator , typename PDF1 , typename PDF2 , typename ... PDFs>

Iterator hydra::SPlot< Iterator, PDF1, PDF2, PDFs >::data_end ( ) const

inline

◆ end() [1/2]

template<typename Iterator , typename PDF1 , typename PDF2 , typename ... PDFs>

template<unsigned int I>

iterator<I> hydra::SPlot< Iterator, PDF1, PDF2, PDFs >::end ( placeholders::placeholder< I > )

inline

Get an iterator pointing to end of the range of the s-weights corresponding to the PDF i.

Parameters

hydra placeholder (_0, _1, ..., _N)

Returns: iterator

◆ end() [2/2]

template<typename Iterator , typename PDF1 , typename PDF2 , typename ... PDFs>

iterator<-1> hydra::SPlot< Iterator, PDF1, PDF2, PDFs >::end ( )

inline

Get an iterator pointing to end of the range of the s-weights corresponding to the PDF i.

Parameters

hydra placeholder (_0, _1, ..., _N)

Returns: iterator

◆ GetCoefficient()

template<typename Iterator , typename PDF1 , typename PDF2 , typename ... PDFs>

const Parameter& hydra::SPlot< Iterator, PDF1, PDF2, PDFs >::GetCoefficient ( size_t i ) const

inline

Get the yield corresponding to the PDF i.

Parameters

i	index of PDF

Returns: hydra::Parameter

◆ GetCovMatrix()

template<typename Iterator , typename PDF1 , typename PDF2 , typename ... PDFs>

hydra::Eigen::Matrix<double, npdfs, npdfs> hydra::SPlot< Iterator, PDF1, PDF2, PDFs >::GetCovMatrix ( ) const

inline

Get the covariance matrix of between the yields of PDFs.

Returns: Eigen::Matrix<double, npdfs, npdfs>

◆ GetFunctors()

template<typename Iterator , typename PDF1 , typename PDF2 , typename ... PDFs>

const functors_tuple_type& hydra::SPlot< Iterator, PDF1, PDF2, PDFs >::GetFunctors ( ) const

inline

Get reference to constant of normalized Functor objects.

Returns: hydra::tuple of the Functor objects

◆ GetInverseCovMatrix()

template<typename Iterator , typename PDF1 , typename PDF2 , typename ... PDFs>

hydra::Eigen::Matrix<double, npdfs, npdfs> hydra::SPlot< Iterator, PDF1, PDF2, PDFs >::GetInverseCovMatrix ( ) const

inline

◆ GetPDFs()

template<typename Iterator , typename PDF1 , typename PDF2 , typename ... PDFs>

const pdfs_tuple_type& hydra::SPlot< Iterator, PDF1, PDF2, PDFs >::GetPDFs ( ) const

inline

Get reference to constant of PDF objects.

Returns: hydra::tuple of the PDF objects

◆ operator()() [1/2]

template<typename Iterator , typename PDF1 , typename PDF2 , typename ... PDFs>

template<unsigned int I>

hydra::Range<iterator<I> > hydra::SPlot< Iterator, PDF1, PDF2, PDFs >::operator() ( placeholders::placeholder< I > p )

inline

Get a range with the s-weights to the PDF i.

Parameters

hydra placeholder (_0, _1, ..., _N)

Returns: Range<siterator>

◆ operator()() [2/2]

template<typename Iterator , typename PDF1 , typename PDF2 , typename ... PDFs>

hydra::Range<iterator<-1> > hydra::SPlot< Iterator, PDF1, PDF2, PDFs >::operator() ( void )

inline

Get a range with the s-weights.

Returns: hydra::Range<iterator>

◆ operator=()

template<typename Iterator , typename PDF1 , typename PDF2 , typename ... PDFs>

SPlot<Iterator, PDF1, PDF2, PDFs...> hydra::SPlot< Iterator, PDF1, PDF2, PDFs >::operator= ( SPlot< Iterator, PDF1, PDF2, PDFs... > const & other )

inline

SPlot assignment operator.

Parameters

other

◆ operator[]() [1/2]

template<typename Iterator , typename PDF1 , typename PDF2 , typename ... PDFs>

template<unsigned int I>

hydra::Range<iterator<I> > hydra::SPlot< Iterator, PDF1, PDF2, PDFs >::operator[] ( placeholders::placeholder< I > p )

inline

Subscript operator to get a range with the s-weights to the PDF i.

Parameters

hydra placeholder (_0, _1, ..., _N)

Returns: hydra::Range<iterator>

◆ operator[]() [2/2]

template<typename Iterator , typename PDF1 , typename PDF2 , typename ... PDFs>

value_type<-1> hydra::SPlot< Iterator, PDF1, PDF2, PDFs >::operator[] ( size_t i )

inline

Subscript operator.

Parameters

index i

Returns: value_type

Field Documentation

◆ npdfs

template<typename Iterator , typename PDF1 , typename PDF2 , typename ... PDFs>

constexpr size_t hydra::SPlot< Iterator, PDF1, PDF2, PDFs >::npdfs = sizeof...(PDFs)+2

static

◆ hydra::UserParameters

class hydra::UserParameters

Class implementing a interface to ROOT::Minuit2::MnUserParameters.

Collaboration diagram for hydra::UserParameters:

Public Member Functions
	UserParameters ()

	UserParameters (UserParameters const &other)
	Copy constructor. More...

void	AddParameter (Parameter *param, GBool_t update_size=1)
	Add a parameter to be tracked by ROOT::Minuit2. More...

const ROOT::Minuit2::MnUserParameters &	GetMnState () const
	Get an constant reference to the hold ROOT::Minuit2::MnUserParameters. More...

ROOT::Minuit2::MnUserParameters &	GetMnState ()
	Get a constant reference to the hold ROOT::Minuit2::MnUserParameters. More...

const std::unique_ptr< ROOT::Minuit2::MnUserParameters > &	GetMnStatePtr () const
	Get a constant reference to the hold std::unique_ptr<ROOT::Minuit2::MnUserParameters> More...

const std::vector< Parameter *> &	GetVariables () const

UserParameters &	operator= (UserParameters const &other)
	Assignment operator. More...

void	PrintMinuitParameters ()
	Print the parameters (ROOT::Minuit2) More...

void	PrintParameters ()
	Print the parameters. More...

void	SetMnState (ROOT::Minuit2::MnUserParameters const &state)
	Set the ROOT::Minuit2 state. More...

void	SetVariables (const std::vector< Parameter *> &variables)

void	UpdateParameterLimits (ROOT::Minuit2::MinosError const &minos_error)
	Update model parameters errors with the values hold by an ROOT::Minuit2::MinosError object. More...

void	UpdateParameters (ROOT::Minuit2::FunctionMinimum const &minimum)
	Update model parameters with the values hold by an ROOT::Minuit2::FunctionMinimum object. More...

Constructor & Destructor Documentation

◆ UserParameters() [1/2]

hydra::UserParameters::UserParameters ( )

inline

◆ UserParameters() [2/2]

hydra::UserParameters::UserParameters ( UserParameters const & other )

inline

Copy constructor.

Parameters

other

Member Function Documentation

◆ AddParameter()

void hydra::UserParameters::AddParameter	(	Parameter *	param,
		GBool_t	update_size = `1`
	)

inline

Add a parameter to be tracked by ROOT::Minuit2.

Parameters

param
update_size

◆ GetMnState() [1/2]

const ROOT::Minuit2::MnUserParameters& hydra::UserParameters::GetMnState ( ) const

inline

Get an constant reference to the hold ROOT::Minuit2::MnUserParameters.

Returns

◆ GetMnState() [2/2]

ROOT::Minuit2::MnUserParameters& hydra::UserParameters::GetMnState ( )

inline

Get a constant reference to the hold ROOT::Minuit2::MnUserParameters.

Returns

◆ GetMnStatePtr()

const std::unique_ptr<ROOT::Minuit2::MnUserParameters>& hydra::UserParameters::GetMnStatePtr ( ) const

inline

Get a constant reference to the hold std::unique_ptr<ROOT::Minuit2::MnUserParameters>

Returns

◆ GetVariables()

const std::vector<Parameter* >& hydra::UserParameters::GetVariables ( ) const

inline

◆ operator=()

UserParameters& hydra::UserParameters::operator= ( UserParameters const & other )

inline

Assignment operator.

Parameters

other

Returns

◆ PrintMinuitParameters()

void hydra::UserParameters::PrintMinuitParameters ( )

inline

Print the parameters (ROOT::Minuit2)

◆ PrintParameters()

void hydra::UserParameters::PrintParameters ( )

inline

Print the parameters.

◆ SetMnState()

void hydra::UserParameters::SetMnState ( ROOT::Minuit2::MnUserParameters const & state )

inline

Set the ROOT::Minuit2 state.

Parameters

state ROOT::Minuit2::MnUserParameters object.

◆ SetVariables()

void hydra::UserParameters::SetVariables ( const std::vector< Parameter *> & variables )

inline

◆ UpdateParameterLimits()

void hydra::UserParameters::UpdateParameterLimits ( ROOT::Minuit2::MinosError const & minos_error )

inline

Update model parameters errors with the values hold by an ROOT::Minuit2::MinosError object.

Parameters

minos_error

◆ UpdateParameters()

void hydra::UserParameters::UpdateParameters ( ROOT::Minuit2::FunctionMinimum const & minimum )

inline

Update model parameters with the values hold by an ROOT::Minuit2::FunctionMinimum object.

Parameters

minimum

◆ LogLikelihoodFCN< PDFSumExtendable< Pdfs::::::>

class LogLikelihoodFCN< PDFSumExtendable< Pdfs::::::>

...>

Collaboration diagram for LogLikelihoodFCN< PDFSumExtendable< Pdfs::::::>:

Function Documentation

◆ add_pdfs() [1/2]

template<typename PDF1 , typename PDF2 , typename ... PDFs>

PDFSumNonExtendable<PDF1, PDF2, PDFs...> hydra::add_pdfs	(	std::array< Parameter, sizeof...(PDFs)+1 >const &	var_list,
		PDF1 const &	pdf1,
		PDF2 const &	pdf2,
		PDFs const &...	pdfs
	)

#include <PDFSumNonExtendable.h>

Function to build up non-extendable pdfs models.

Given N unnormalized pdfs \(F_i\) , this class define a object representing the sum

\[ F_t = \sum_i^N c_i \times F_i \]

The coefficients of the pdfs can represent fractions or yields. If the number of coefficients is equal to the number of pdfs, the coefficients are interpreted as yields. If the number of coefficients is \((N-1)\), the coefficients are interpreted as fractions defined in the interval [0,1]. The coefficient of the last term is calculated as \( c_N=1 -\sum_i^{(N-1)} c_i \).

Parameters

var_list	std::array<hydra::Parameter, N > holding the (N_{Pdf} -1) hydra::Parameter yields
pdf1	hydra::Pdf object one
pdf2	hydra::Pdf object two
pdfs	... more pdfs

Returns

◆ add_pdfs() [2/2]

template<typename PDF1 , typename PDF2 , typename ... PDFs>

PDFSumExtendable<PDF1, PDF2, PDFs...> hydra::add_pdfs	(	std::array< Parameter, sizeof...(PDFs)+2 >const &	var_list,
		PDF1 const &	pdf1,
		PDF2 const &	pdf2,
		PDFs const &...	pdfs
	)

#include <PDFSumExtendable.h>

Function to build up extendable pdfs models.

Given N unnormalized pdfs \(F_i\) , this class define a object representing the sum

\[ F_t = \sum_i^N c_i \times F_i \]

The coefficients of the pdfs can represent fractions or yields. If the number of coefficients is equal to the number of pdfs, the coefficients are interpreted as yields. If the number of coefficients is \((N-1)\), the coefficients are interpreted as fractions defined in the interval [0,1]. The coefficient of the last term is calculated as \( c_N=1 -\sum_i^{(N-1)} c_i \).

Parameters

var_list	std::array<hydra::Parameter, N > holding the (N_{Pdf} -1) hydra::Parameter yields
pdf1	hydra::Pdf object one
pdf2	hydra::Pdf object two
pdfs	... more pdfs

Returns

Examples:: binned_extended_logLL_fit.inl, breit_wigner_plus_polynomial.inl, crystal_ball_plus_exponential.inl, double_gaussian_plus_exponential.inl, extended_logLL_fit.inl, fit_convoluted_pdfs.inl, fractional_logLL_fit.inl, gaussian_plus_argus.inl, pseudo_experiment.inl, and splot.inl.

◆ make_loglikehood_fcn() [1/8]

template<typename... Pdfs, typename Iterator , typename ... Iterators>

std::enable_if< detail::is_iterator<Iterator>::value && detail::are_iterators<Iterators...>::value,LogLikelihoodFCN< PDFSumExtendable<Pdfs...>, Iterator, Iterators...> >::type hydra::make_loglikehood_fcn	(	PDFSumExtendable< Pdfs... > const &	functor,
		Iterator	first,
		Iterator	last,
		Iterators...	weights
	)

inline

#include <LogLikelihoodFCN.h>

Conveniency function to build up loglikehood fcns.

Parameters

pdf	hydra::Pdf object
first	iteraror pointing to begin of data range
last	iteraror pointing to end of data range
weights	iteraror pointing to begin of weights range

Returns

◆ make_loglikehood_fcn() [2/8]

template<typename Functor , typename Integrator , typename Iterator , typename ... Iterators>

std::enable_if< detail::is_iterator< Iterator >::value &&detail::are_iterators< Iterators... >::value, LogLikelihoodFCN< Pdf< Functor, Integrator >, Iterator, Iterators... > >::type hydra::make_loglikehood_fcn	(	Pdf< Functor, Integrator > const &	pdf,
		Iterator	first,
		Iterator	last,
		Iterators...	weights
	)

inline

#include <LogLikelihoodFCN1.inl>

Conveniency function to build up loglikehood fcns.

Parameters

pdf	hydra::Pdf object
first	iteraror pointing to begin of data range
last	iteraror pointing to end of data range
weights	iteraror pointing to begin of weights range

Returns

◆ make_loglikehood_fcn() [3/8]

template<typename... Pdfs, typename Iterator , typename ... Iterators>

std::enable_if< hydra::detail::is_iterator< Iterator >::value &&detail::are_iterators< Iterators... >::value, LogLikelihoodFCN< PDFSumNonExtendable< Pdfs... >, Iterator, Iterators... > >::type hydra::make_loglikehood_fcn	(	PDFSumNonExtendable< Pdfs... >const &	pdf,
		Iterator	first,
		Iterator	last,
		Iterators...	weights
	)

inline

#include <LogLikelihoodFCN3.inl>

Conveniency function to build up loglikehood fcns.

Parameters

pdf	hydra::Pdf object
first	iteraror pointing to begin of data range
last	iteraror pointing to end of data range
weights	iteraror pointing to begin of weights range

Returns

◆ make_loglikehood_fcn() [4/8]

template<typename ... Pdfs, typename Iterable , typename... Iterables>

std::enable_if< (!detail::is_iterator<Iterable>::value) && ((sizeof...(Iterables)==0) \|\| !detail::are_iterators<Iterables...>::value) && (!hydra::detail::is_hydra_dense_histogram< typename std::remove_reference<Iterable>::type>::value) && (!hydra::detail::is_hydra_sparse_histogram<typename std::remove_reference<Iterable>::type>::value) && detail::is_iterable<Iterable>::value && detail::are_iterables<Iterables...>::value,LogLikelihoodFCN< PDFSumExtendable<Pdfs...>, decltype(std::declval<Iterable>).begin()), decltype(std::declval<Iterables>).begin())...> >::type hydra::make_loglikehood_fcn	(	PDFSumExtendable< Pdfs... > const &	functor,
		Iterable &&	points,
		Iterables &&...	weights
	)

inline

#include <LogLikelihoodFCN.h>

Conveniency function to build up loglikehood fcns.

Parameters

pdf	hydra::Pdf object
points	"iterable" storing the data
weights	"iterables" storing the weights

Returns

◆ make_loglikehood_fcn() [5/8]

template<typename Functor , typename Integrator , typename Iterable , typename ... Iterables>

std::enable_if<(!detail::is_iterator< Iterable >::value) &&((sizeof...(Iterables)==0)\|\|!detail::are_iterators< Iterables... >::value) &&(!hydra::detail::is_hydra_dense_histogram< typename std::remove_reference< Iterable >::type >::value) &&(!hydra::detail::is_hydra_sparse_histogram< typename std::remove_reference< Iterable >::type >::value) &&detail::is_iterable< Iterable >::value &&detail::are_iterables< Iterables... >::value, LogLikelihoodFCN< Pdf< Functor, Integrator >, decltype(std::declval< Iterable >).begin()), decltype(std::declval< Iterables >).begin())... > >::type hydra::make_loglikehood_fcn	(	Pdf< Functor, Integrator > const &	pdf,
		Iterable &&	points,
		Iterables &&...	weights
	)

inline

#include <LogLikelihoodFCN1.inl>

Conveniency function to build up loglikehood fcns.

Parameters

pdf	hydra::Pdf object
points	"iterable" storing the data
weights	"iterables" storing the weights

Returns

◆ make_loglikehood_fcn() [6/8]

template<typename ... Pdfs, typename Iterable , typename ... Iterables>

std::enable_if<(!detail::is_iterator< Iterable >::value) &&((sizeof...(Iterables)==0)\|\|!detail::are_iterators< Iterables... >::value) &&(!hydra::detail::is_hydra_dense_histogram< typename std::remove_reference< Iterable >::type >::value) &&(!hydra::detail::is_hydra_sparse_histogram< typename std::remove_reference< Iterable >::type >::value) &&hydra::detail::is_iterable< Iterable >::value &&detail::are_iterables< Iterables... >::value, LogLikelihoodFCN< PDFSumNonExtendable< Pdfs... >, decltype(std::declval< Iterable >).begin()), decltype(std::declval< Iterables >).begin())... > >::type hydra::make_loglikehood_fcn	(	PDFSumNonExtendable< Pdfs... > const &	functor,
		Iterable &&	points,
		Iterables &&...	weights
	)

inline

#include <LogLikelihoodFCN3.inl>

Conveniency function to build up loglikehood fcns.

Parameters

pdf	hydra::Pdf object
first	iteraror pointing to begin of data range
last	iteraror pointing to end of data range
weights	iteraror pointing to begin of weights range

Returns

◆ make_loglikehood_fcn() [7/8]

template<typename ... Pdfs, typename Histogram >

std::enable_if< detail::is_hydra_dense_histogram< Histogram >::value\|\|detail::is_hydra_sparse_histogram< Histogram >::value, LogLikelihoodFCN< PDFSumNonExtendable< Pdfs... >, decltype(std::declval< const Histogram & >).GetBinsCenters().begin()), decltype(std::declval< const Histogram & >).GetBinsContents().begin()) > >::type hydra::make_loglikehood_fcn	(	PDFSumNonExtendable< Pdfs... > const &	pdf,
		Histogram const &	data
	)

inline

#include <LogLikelihoodFCN3.inl>

Convenience function to build up loglikehood fcns for densely and sparsely binned datasets.

Parameters

pdf	hydra::PDFSumNonExtendable<Pdfs...> object
data	histogram storing the data

Returns: hydra::LogLikelihoodFCN instance for hydra::PDFSumNonExtendable<Pdfs...>

◆ make_loglikehood_fcn() [8/8]

template<typename Functor , typename Integrator , typename Histogram >

std::enable_if<detail::is_hydra_dense_histogram<Histogram>::value \|\| detail::is_hydra_sparse_histogram<Histogram>::value,LogLikelihoodFCN< Pdf<Functor,Integrator>, decltype(std::declval<const Histogram>).GetBinsCenters().begin()), decltype( std::declval<const Histogram>).GetBinsContents().begin())> >::type hydra::make_loglikehood_fcn	(	Pdf< Functor, Integrator > const &	pdf,
		Histogram const &	points
	)

inline

#include <LogLikelihoodFCN.h>

Convenience function to build up loglikehood fcns for densely and sparsely binned datasets.

Parameters

pdf	hydra::Pdf<Functor,Integrator> object.
data	histogram storing the data.

Returns: hydra::LogLikelihoodFCN instance hydra::Pdf<Functor,Integrator> for .

◆ make_pdf()

template<typename FUNCTOR , typename INTEGRATOR >

Pdf<FUNCTOR, INTEGRATOR> hydra::make_pdf	(	FUNCTOR const &	functor,
		INTEGRATOR	integrator
	)

#include <Pdf.h>

Build a hydra::Pdf given a shape described by a functor and a integrator (algorithm or functor).

Parameters

functor	shape.
integrator	algorithm or functor.

Returns: a hydra::Pdf instance.

Examples:: basic_fit.inl, basic_fit_range_semantics.inl, binned_extended_logLL_fit.inl, breit_wigner_plus_polynomial.inl, crystal_ball_plus_exponential.inl, dalitz_plot.C, dalitz_plot.inl, double_gaussian_plus_exponential.inl, extended_logLL_fit.inl, fit_convoluted_pdfs.inl, fit_gaussian.C, fit_johnson.C, fractional_logLL_fit.inl, gaussian_plus_argus.inl, multidimensional_fit.inl, pseudo_experiment.inl, simultaneous_fit.inl, and splot.inl.

◆ make_simultaneous_fcn()

template<typename ... ESTIMATORS>

FCN< hydra::thrust::tuple< FCN< ESTIMATORS >... >, false > hydra::make_simultaneous_fcn ( FCN< ESTIMATORS >const &... fcns )

#include <FCN3.inl>

Convenience function to build up simultaneous fcn simultaneous.

Examples:: simultaneous_fit.inl.

Variable Documentation

◆ make_loglikehood_fcn

template<typename ... Pdfs, typename Histogram >

std::enable_if<detail::is_hydra_dense_histogram<Histogram>::value || detail::is_hydra_sparse_histogram<Histogram>::value, LogLikelihoodFCN< PDFSumNonExtendable<Pdfs...>, decltype(std::declval<const Histogram&>).GetBinsCenters().begin()), decltype(std::declval<const Histogram&>).GetBinsContents().begin()) > >::type hydra::make_loglikehood_fcn(PDFSumNonExtendable< Pdfs... > const &pdf, Histogram const &data)

inline

#include <LogLikelihoodFCN.h>

Convenience function to build up loglikehood fcns for densely and sparsely binned datasets.

Parameters

pdf	hydra::PDFSumExtendable<Pdfs...> object.
data	histogram storing the data.

Returns: hydra::LogLikelihoodFCN instance for hydra::PDFSumExtendable<Pdfs...>.

Parameters

pdf	hydra::PDFSumNonExtendable<Pdfs...> object
data	histogram storing the data

Returns: hydra::LogLikelihoodFCN instance for hydra::PDFSumNonExtendable<Pdfs...>

Examples:: basic_fit.inl, basic_fit_range_semantics.inl, binned_extended_logLL_fit.inl, breit_wigner_plus_polynomial.inl, crystal_ball_plus_exponential.inl, dalitz_plot.C, dalitz_plot.inl, double_gaussian_plus_exponential.inl, extended_logLL_fit.inl, fit_convoluted_pdfs.inl, fit_gaussian.C, fit_johnson.C, fractional_logLL_fit.inl, gaussian_plus_argus.inl, multidimensional_fit.inl, pseudo_experiment.inl, simultaneous_fit.inl, and splot.inl.

Files

Data Structures

Functions

Variables

Detailed Description

Data Structure Documentation

◆ hydra::FCN

template<typename T, bool E = detail::is_hydra_estimator<T>::value> class hydra::FCN< T, E >

◆ hydra::FCN< Estimator< PDF, Iterator >, true >

template<template< typename ... > class Estimator, typename PDF, typename Iterator> class hydra::FCN< Estimator< PDF, Iterator >, true >

Public Types

Public Member Functions

Member Typedef Documentation

◆ iterator

Constructor & Destructor Documentation

◆ FCN() [1/3]

◆ FCN() [2/3]

◆ FCN() [3/3]

◆ ~FCN()

Member Function Documentation

◆ begin()

◆ end()

◆ ErrorDef()

◆ GetBegin()

◆ GetDataSize()

◆ GetEnd()

◆ GetErrorDef()

◆ GetFcnMaxValue()

◆ GetParameters() [1/2]

◆ GetParameters() [2/2]

◆ GetPDF() [1/2]

◆ GetPDF() [2/2]

◆ operator()()

◆ operator=()

◆ SetBegin()

◆ SetEnd()

◆ SetErrorDef()

◆ SetFcnMaxValue()

◆ SetParameters()

◆ Up()

◆ hydra::FCN< Estimator< PDF, Iterator, Iterators... >, true >

template<template< typename ... > class Estimator, typename PDF, typename Iterator, typename ... Iterators> class hydra::FCN< Estimator< PDF, Iterator, Iterators... >, true >

Public Types

Public Member Functions

Member Typedef Documentation

◆ iterator

◆ witerator

Constructor & Destructor Documentation

◆ FCN() [1/3]

◆ FCN() [2/3]

◆ FCN() [3/3]

◆ ~FCN()

Member Function Documentation

◆ begin()

◆ end()

◆ ErrorDef()

◆ GetBegin()

◆ GetDataSize()

◆ GetEnd()

◆ GetErrorDef()

◆ GetFcnMaxValue()

◆ GetParameters() [1/2]

◆ GetParameters() [2/2]

◆ GetPDF() [1/2]

◆ GetPDF() [2/2]

◆ GetWBegin()

◆ GetWEnd()

◆ operator()()

◆ operator=()

◆ SetBegin()

◆ SetEnd()

◆ SetErrorDef()

◆ SetFcnMaxValue()

◆ SetParameters()

◆ SetPDFParameters()

◆ Up()

◆ wbegin()

◆ wend()

◆ hydra::FCN< hydra::thrust::tuple< FCN< ESTIMATORS >... >, false >

template<typename ... ESTIMATORS> class hydra::FCN< hydra::thrust::tuple< FCN< ESTIMATORS >... >, false >

template<typename T, bool E = detail::is_hydra_estimator<T>::value>
class hydra::FCN< T, E >

template<template< typename ... > class Estimator, typename PDF, typename Iterator>
class hydra::FCN< Estimator< PDF, Iterator >, true >

template<template< typename ... > class Estimator, typename PDF, typename Iterator, typename ... Iterators>
class hydra::FCN< Estimator< PDF, Iterator, Iterators... >, true >

template<typename ... ESTIMATORS>
class hydra::FCN< hydra::thrust::tuple< FCN< ESTIMATORS >... >, false >