I know that to seed the randomness of numpy.random, and be able to reproduce it, I should us:
import numpy as np np.random.seed(1234)
but w
np.random.RandomState() - a class that provides several methods based on different probability distributions. np.random.RandomState.seed() - called when RandomState() is initialised.