Random Sampling (dpnp.random)

Simple random data

dpnp.random.rand	Random values in a given shape.
dpnp.random.randn	Return a sample (or samples) from the "standard normal" distribution.
dpnp.random.randint	Return random integers from low (inclusive) to high (exclusive).
dpnp.random.random_integers	Random integers between low and high, inclusive.
dpnp.random.random_sample	Return random floats in the half-open interval [0.0, 1.0).
dpnp.random.random	Return random floats in the half-open interval [0.0, 1.0).
dpnp.random.ranf	Return random floats in the half-open interval [0.0, 1.0).
dpnp.random.sample	Return random floats in the half-open interval [0.0, 1.0).
dpnp.random.choice	Generates a random sample from a given 1-D array.
dpnp.random.bytes	Bytes

Permutations

dpnp.random.shuffle	Modify a sequence in-place by shuffling its contents.
dpnp.random.permutation	Randomly permute a sequence, or return a permuted range.

Distributions

dpnp.random.beta	Beta distribution.
dpnp.random.binomial	Binomial distribution.
dpnp.random.chisquare	Chi-square distribution
dpnp.random.dirichlet	Dirichlet distribution.
dpnp.random.exponential	Exponential distribution.
dpnp.random.f	F distribution.
dpnp.random.gamma	Gamma distribution.
dpnp.random.geometric	Geometric distribution.
dpnp.random.gumbel	Gumbel distribution.
dpnp.random.hypergeometric	Hypergeometric distribution.
dpnp.random.laplace	Laplace distribution.
dpnp.random.logistic	Logistic distribution.
dpnp.random.lognormal	Lognormal distribution.
dpnp.random.logseries	Logseries distribution.
dpnp.random.multinomial	Multinomial distribution.
dpnp.random.multivariate_normal	Multivariate normal distributions.
dpnp.random.negative_binomial	Negative binomial distribution.
dpnp.random.noncentral_chisquare	Noncentral chi-square distribution.
dpnp.random.noncentral_f	Noncentral F distribution.
dpnp.random.normal	Draw random samples from a normal (Gaussian) distribution.
dpnp.random.pareto	Pareto II or Lomax distribution.
dpnp.random.poisson	Poisson distribution.
dpnp.random.power	Power distribution.
dpnp.random.rayleigh	Rayleigh distribution.
dpnp.random.standard_cauchy	Standard cauchy distribution.
dpnp.random.standard_exponential	Standard exponential distribution.
dpnp.random.standard_gamma	Standard gamma distribution.
dpnp.random.standard_normal	Draw samples from a standard Normal distribution (mean=0, stdev=1).
dpnp.random.standard_t	Standard Student’s t distribution.
dpnp.random.triangular	Triangular distribution.
dpnp.random.uniform	Draw samples from a uniform distribution.
dpnp.random.vonmises	Von Mises distribution.
dpnp.random.wald	Wald distribution.
dpnp.random.weibull	Draw samples from a Weibull distribution.
dpnp.random.zipf	Zipf distribution.

Random generator

dpnp.random.RandomState	A container for the Mersenne Twister pseudo-random number generator.
dpnp.random.seed	Reseed a legacy MT19937 random number generator engine.