.. _tensor_random:

.. module:: mars.tensor.random

Random Sampling
===============

Sample random data
------------------

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

   mars.tensor.random.rand
   mars.tensor.random.randn
   mars.tensor.random.randint
   mars.tensor.random.random_integers
   mars.tensor.random.random_sample
   mars.tensor.random.random
   mars.tensor.random.ranf
   mars.tensor.random.sample
   mars.tensor.random.choice
   mars.tensor.random.bytes


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

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

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


Random number generator
-----------------------

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

   mars.tensor.random.seed
   mars.tensor.random.RandomState

