Module random 

Collection of functions related to random number generation

Structs

RandomState

Random state for reproducible random number generation.

Enums

ShapeOrCount

Shape or count for the categorical distribution.

Functions

bernoulli

Generate Bernoulli random values with a given p value.

bernoulli_deviceDeprecated

Compatibility shim for bernoulli.

categorical

Sample from a categorical distribution.

categorical_deviceDeprecated

Compatibility shim for categorical.

gumbel

Sample from the standard Gumbel distribution.

gumbel_deviceDeprecated

Compatibility shim for gumbel.

key

Get a PRNG key from a seed.

multivariate_normal

Generate jointly-normal random samples given a mean and covariance.

multivariate_normal_deviceDeprecated

Compatibility shim for multivariate_normal.

normal

Generate normally distributed random numbers.

normal_deviceDeprecated

Compatibility shim for normal.

randint

Generate random integers from the given interval (lower: and upper:).

randint_deviceDeprecated

Compatibility shim for randint.

seed

Seed the current thread’s default random number generator.

split

Split a PRNG key into two keys and return a tuple.

split_deviceDeprecated

Compatibility shim for split.

truncated_normal

Generate values from a truncated normal distribution between low and high.

truncated_normal_deviceDeprecated

Compatibility shim for truncated_normal.

uniform

Generate uniformly distributed random numbers. The values are sampled uniformly in the half-open interval [lower, upper). The lower and upper bound can be scalars or arrays and must be broadcastable to shape.

uniform_deviceDeprecated

Compatibility shim for uniform.

with_random_state

Use the given random state for the scope of f