//===----------------------------------------------------------------------===// // // Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions. // See https://llvm.org/LICENSE.txt for license information. // SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception // //===----------------------------------------------------------------------===// #ifndef _LIBCPP___RANDOM_STUDENT_T_DISTRIBUTION_H #define _LIBCPP___RANDOM_STUDENT_T_DISTRIBUTION_H #include <__config> #include <__random/gamma_distribution.h> #include <__random/is_valid.h> #include <__random/normal_distribution.h> #include #include #include #if !defined(_LIBCPP_HAS_NO_PRAGMA_SYSTEM_HEADER) # pragma GCC system_header #endif _LIBCPP_PUSH_MACROS #include <__undef_macros> _LIBCPP_BEGIN_NAMESPACE_STD template class _LIBCPP_TEMPLATE_VIS student_t_distribution { public: // types typedef _RealType result_type; class _LIBCPP_TEMPLATE_VIS param_type { result_type __n_; public: typedef student_t_distribution distribution_type; _LIBCPP_INLINE_VISIBILITY explicit param_type(result_type __n = 1) : __n_(__n) {} _LIBCPP_INLINE_VISIBILITY result_type n() const {return __n_;} friend _LIBCPP_INLINE_VISIBILITY bool operator==(const param_type& __x, const param_type& __y) {return __x.__n_ == __y.__n_;} friend _LIBCPP_INLINE_VISIBILITY bool operator!=(const param_type& __x, const param_type& __y) {return !(__x == __y);} }; private: param_type __p_; normal_distribution __nd_; public: // constructor and reset functions #ifndef _LIBCPP_CXX03_LANG _LIBCPP_INLINE_VISIBILITY student_t_distribution() : student_t_distribution(1) {} _LIBCPP_INLINE_VISIBILITY explicit student_t_distribution(result_type __n) : __p_(param_type(__n)) {} #else _LIBCPP_INLINE_VISIBILITY explicit student_t_distribution(result_type __n = 1) : __p_(param_type(__n)) {} #endif _LIBCPP_INLINE_VISIBILITY explicit student_t_distribution(const param_type& __p) : __p_(__p) {} _LIBCPP_INLINE_VISIBILITY void reset() {__nd_.reset();} // generating functions template _LIBCPP_INLINE_VISIBILITY result_type operator()(_URNG& __g) {return (*this)(__g, __p_);} template result_type operator()(_URNG& __g, const param_type& __p); // property functions _LIBCPP_INLINE_VISIBILITY result_type n() const {return __p_.n();} _LIBCPP_INLINE_VISIBILITY param_type param() const {return __p_;} _LIBCPP_INLINE_VISIBILITY void param(const param_type& __p) {__p_ = __p;} _LIBCPP_INLINE_VISIBILITY result_type min() const {return -numeric_limits::infinity();} _LIBCPP_INLINE_VISIBILITY result_type max() const {return numeric_limits::infinity();} friend _LIBCPP_INLINE_VISIBILITY bool operator==(const student_t_distribution& __x, const student_t_distribution& __y) {return __x.__p_ == __y.__p_;} friend _LIBCPP_INLINE_VISIBILITY bool operator!=(const student_t_distribution& __x, const student_t_distribution& __y) {return !(__x == __y);} }; template template _RealType student_t_distribution<_RealType>::operator()(_URNG& __g, const param_type& __p) { static_assert(__libcpp_random_is_valid_urng<_URNG>::value, ""); gamma_distribution __gd(__p.n() * .5, 2); return __nd_(__g) * _VSTD::sqrt(__p.n()/__gd(__g)); } template basic_ostream<_CharT, _Traits>& operator<<(basic_ostream<_CharT, _Traits>& __os, const student_t_distribution<_RT>& __x) { __save_flags<_CharT, _Traits> __lx(__os); typedef basic_ostream<_CharT, _Traits> _OStream; __os.flags(_OStream::dec | _OStream::left | _OStream::fixed | _OStream::scientific); __os << __x.n(); return __os; } template basic_istream<_CharT, _Traits>& operator>>(basic_istream<_CharT, _Traits>& __is, student_t_distribution<_RT>& __x) { typedef student_t_distribution<_RT> _Eng; typedef typename _Eng::result_type result_type; typedef typename _Eng::param_type param_type; __save_flags<_CharT, _Traits> __lx(__is); typedef basic_istream<_CharT, _Traits> _Istream; __is.flags(_Istream::dec | _Istream::skipws); result_type __n; __is >> __n; if (!__is.fail()) __x.param(param_type(__n)); return __is; } _LIBCPP_END_NAMESPACE_STD _LIBCPP_POP_MACROS #endif // _LIBCPP___RANDOM_STUDENT_T_DISTRIBUTION_H