| from libc.stdint cimport uint_fast32_t, uint_fast64_t | |
| cdef extern from "<random>" namespace "std" nogil: | |
| cdef cppclass random_device: | |
| ctypedef uint_fast32_t result_type | |
| random_device() except + | |
| result_type operator()() except + | |
| cdef cppclass mt19937: | |
| ctypedef uint_fast32_t result_type | |
| mt19937() except + | |
| mt19937(result_type seed) except + | |
| result_type operator()() except + | |
| result_type min() except + | |
| result_type max() except + | |
| void discard(size_t z) except + | |
| void seed(result_type seed) except + | |
| cdef cppclass mt19937_64: | |
| ctypedef uint_fast64_t result_type | |
| mt19937_64() except + | |
| mt19937_64(result_type seed) except + | |
| result_type operator()() except + | |
| result_type min() except + | |
| result_type max() except + | |
| void discard(size_t z) except + | |
| void seed(result_type seed) except + | |
| cdef cppclass uniform_int_distribution[T]: | |
| ctypedef T result_type | |
| uniform_int_distribution() except + | |
| uniform_int_distribution(T, T) except + | |
| result_type operator()[Generator](Generator&) except + | |
| result_type min() except + | |
| result_type max() except + | |
| cdef cppclass uniform_real_distribution[T]: | |
| ctypedef T result_type | |
| uniform_real_distribution() except + | |
| uniform_real_distribution(T, T) except + | |
| result_type operator()[Generator](Generator&) except + | |
| result_type min() except + | |
| result_type max() except + | |
| cdef cppclass bernoulli_distribution: | |
| ctypedef bint result_type | |
| bernoulli_distribution() except + | |
| bernoulli_distribution(double) except + | |
| result_type operator()[Generator](Generator&) except + | |
| result_type min() except + | |
| result_type max() except + | |
| cdef cppclass binomial_distribution[T]: | |
| ctypedef T result_type | |
| binomial_distribution() except + | |
| binomial_distribution(T, double) except + | |
| result_type operator()[Generator](Generator&) except + | |
| result_type min() except + | |
| result_type max() except + | |
| cdef cppclass geometric_distribution[T]: | |
| ctypedef T result_type | |
| geometric_distribution() except + | |
| geometric_distribution(double) except + | |
| result_type operator()[Generator](Generator&) except + | |
| result_type min() except + | |
| result_type max() except + | |
| cdef cppclass negative_binomial_distribution[T]: | |
| ctypedef T result_type | |
| negative_binomial_distribution() except + | |
| negative_binomial_distribution(T, double) except + | |
| result_type operator()[Generator](Generator&) except + | |
| result_type min() except + | |
| result_type max() except + | |
| cdef cppclass poisson_distribution[T]: | |
| ctypedef T result_type | |
| poisson_distribution() except + | |
| poisson_distribution(double) except + | |
| result_type operator()[Generator](Generator&) except + | |
| result_type min() except + | |
| result_type max() except + | |
| cdef cppclass exponential_distribution[T]: | |
| ctypedef T result_type | |
| exponential_distribution() except + | |
| exponential_distribution(result_type) except + | |
| result_type operator()[Generator](Generator&) except + | |
| result_type min() except + | |
| result_type max() except + | |
| cdef cppclass gamma_distribution[T]: | |
| ctypedef T result_type | |
| gamma_distribution() except + | |
| gamma_distribution(result_type, result_type) except + | |
| result_type operator()[Generator](Generator&) except + | |
| result_type min() except + | |
| result_type max() except + | |
| cdef cppclass weibull_distribution[T]: | |
| ctypedef T result_type | |
| weibull_distribution() except + | |
| weibull_distribution(result_type, result_type) except + | |
| result_type operator()[Generator](Generator&) except + | |
| result_type min() except + | |
| result_type max() except + | |
| cdef cppclass extreme_value_distribution[T]: | |
| ctypedef T result_type | |
| extreme_value_distribution() except + | |
| extreme_value_distribution(result_type, result_type) except + | |
| result_type operator()[Generator](Generator&) except + | |
| result_type min() except + | |
| result_type max() except + | |
| cdef cppclass normal_distribution[T]: | |
| ctypedef T result_type | |
| normal_distribution() except + | |
| normal_distribution(result_type, result_type) except + | |
| result_type operator()[Generator](Generator&) except + | |
| result_type min() except + | |
| result_type max() except + | |
| cdef cppclass lognormal_distribution[T]: | |
| ctypedef T result_type | |
| lognormal_distribution() except + | |
| lognormal_distribution(result_type, result_type) except + | |
| result_type operator()[Generator](Generator&) except + | |
| result_type min() except + | |
| result_type max() except + | |
| cdef cppclass chi_squared_distribution[T]: | |
| ctypedef T result_type | |
| chi_squared_distribution() except + | |
| chi_squared_distribution(result_type) except + | |
| result_type operator()[Generator](Generator&) except + | |
| result_type min() except + | |
| result_type max() except + | |
| cdef cppclass cauchy_distribution[T]: | |
| ctypedef T result_type | |
| cauchy_distribution() except + | |
| cauchy_distribution(result_type, result_type) except + | |
| result_type operator()[Generator](Generator&) except + | |
| result_type min() except + | |
| result_type max() except + | |
| cdef cppclass fisher_f_distribution[T]: | |
| ctypedef T result_type | |
| fisher_f_distribution() except + | |
| fisher_f_distribution(result_type, result_type) except + | |
| result_type operator()[Generator](Generator&) except + | |
| result_type min() except + | |
| result_type max() except + | |
| cdef cppclass student_t_distribution[T]: | |
| ctypedef T result_type | |
| student_t_distribution() except + | |
| student_t_distribution(result_type) except + | |
| result_type operator()[Generator](Generator&) except + | |
| result_type min() except + | |
| result_type max() except + | |