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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 +
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