numpy.random.BitGenerator

classnumpy.random.BitGenerator(seed=None)

Base Class for generic BitGenerators, which provide a stream of random bits based on different algorithms. Must be overridden.

Parameters:

seed{None, int, array_like[ints], SeedSequence}, optional

A seed to initialize the BitGenerator. If None, then fresh, unpredictable entropy will be pulled from the OS. If an int or array_like[ints] is passed, then it will be passed to SeedSequence to derive the initial BitGenerator state. One may also pass in a SeedSequence instance. All integer values must be non-negative.

See also

SeedSequence

Attributes:

lockthreading.Lock

Lock instance that is shared so that the same BitGenerator can be used in multiple Generators without corrupting the state. Code that generates values from a bit generator should hold the bit generator’s lock.

Methods

random_raw(self[, size])	Return randoms as generated by the underlying BitGenerator
spawn(n_children)	Create new independent child bit generators.