.. currentmodule:: dpnp.random

Random sampling (:mod:`dpnp.random`)
====================================

.. hint:: `NumPy API Reference: Legacy random generation <https://numpy.org/doc/stable/reference/random/legacy.html>`_

Simple random data
------------------

.. autosummary::
   :toctree: generated/
   :nosignatures:

   rand
   randn
   randint
   random_integers
   random_sample
   random
   ranf
   sample
   choice
   bytes


Permutations
------------

.. autosummary::
   :toctree: generated/
   :nosignatures:

   shuffle
   permutation


Distributions
-------------

.. autosummary::
   :toctree: generated/
   :nosignatures:

   beta
   binomial
   chisquare
   dirichlet
   exponential
   f
   gamma
   geometric
   gumbel
   hypergeometric
   laplace
   logistic
   lognormal
   logseries
   multinomial
   multivariate_normal
   negative_binomial
   noncentral_chisquare
   noncentral_f
   normal
   pareto
   poisson
   power
   rayleigh
   standard_cauchy
   standard_exponential
   standard_gamma
   standard_normal
   standard_t
   triangular
   uniform
   vonmises
   wald
   weibull
   zipf


Random generator
----------------

.. autosummary::
   :toctree: generated/
   :nosignatures:

   RandomState
   seed
   get_random_state
   set_random_state