The generator with non-deterministic source of randomness, such as a hardware device, requires no seeding.
Note
This basic random number generator should not be used if reproducibility of stochastic simulation is required.
import mkl_random
rs = mkl_random.RandomState(brng="nondeterm")
# Use random state instance to generate 1000 random numbers from
# Uniform(0, 1) distribution
esample = rs.uniform(0, 1, size=1000)Seed parameter provided to the constructor of :class:`mkl_random.RandomState`, or :meth:`mkl_random.RandomState.seed` is ignored.