#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 #include PYTHONIC_NS_BEGIN namespace numpy { namespace random { template types::ndarray pareto(double a, pS const &shape) { types::ndarray result{shape, types::none_type()}; std::exponential_distribution 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{{size}})) { return pareto(a, types::array{{size}}); } double pareto(double a, types::none_type d) { return expm1(std::exponential_distribution{}(details::generator) / a); } } } PYTHONIC_NS_END #endif