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| Direktori : /usr/lib/python3/dist-packages/pythran/pythonic/numpy/random/ |
| Current File : //usr/lib/python3/dist-packages/pythran/pythonic/numpy/random/pareto.hpp |
#ifndef PYTHONIC_NUMPY_RANDOM_PARETO_HPP
#define PYTHONIC_NUMPY_RANDOM_PARETO_HPP
#include "pythonic/include/numpy/random/generator.hpp"
#include "pythonic/include/numpy/random/pareto.hpp"
#include "pythonic/types/NoneType.hpp"
#include "pythonic/types/ndarray.hpp"
#include "pythonic/types/tuple.hpp"
#include "pythonic/utils/functor.hpp"
#include <algorithm>
#include <random>
PYTHONIC_NS_BEGIN
namespace numpy
{
namespace random
{
template <class pS>
types::ndarray<double, pS> pareto(double a, pS const &shape)
{
types::ndarray<double, pS> result{shape, types::none_type()};
std::exponential_distribution<double> distribution{};
std::generate(result.fbegin(), result.fend(), [&]() {
return expm1(distribution(details::generator) / a);
});
return result;
}
auto pareto(double a, long size)
-> decltype(pareto(a, types::array<long, 1>{{size}}))
{
return pareto(a, types::array<long, 1>{{size}});
}
double pareto(double a, types::none_type d)
{
return expm1(std::exponential_distribution<double>{}(details::generator) /
a);
}
}
}
PYTHONIC_NS_END
#endif