Numpy random seed valid for entire jupyter notebook

Question

I\'m using functions from numpy.random on a Jupyter Lab notebook and I\'m trying to set the seed using numpy.random.seed(333). This works as expect

Answer 1

Because you run np.random.choice() in the cells different from np.random.seed(). Try to run np.random.seed() and np.random.choice() in the same cell, you'll get same number.

# in [11]
import numpy as np
# even if I set the seed here the other cells don't see it
np.random.seed(333)
np.random.choice([1,23,44,3,2])
2
# gets the same numbers

# in [12]
import numpy as np
# even if I set the seed here the other cells don't see it
np.random.seed(333)
np.random.choice([1,23,44,3,2])
2
# gets the same numbers