.. module:: dpnp.random

Random Sampling (``dpnp.random``)
=================================

.. https://docs.scipy.org/doc/numpy/reference/random/legacy.html


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

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

   dpnp.random.rand
   dpnp.random.randn
   dpnp.random.randint
   dpnp.random.random_integers
   dpnp.random.random_sample
   dpnp.random.random
   dpnp.random.ranf
   dpnp.random.sample
   dpnp.random.choice
   dpnp.random.bytes


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

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

   dpnp.random.shuffle
   dpnp.random.permutation


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

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

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


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

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

   dpnp.random.RandomState
   dpnp.random.seed
   dpnp.random.get_random_state
   dpnp.random.set_random_state