check_random_state (original) (raw)
sklearn.utils.check_random_state(seed)[source]#
Turn seed into a np.random.RandomState instance.
Parameters:
seedNone, int or instance of RandomState
If seed is None, return the RandomState singleton used by np.random. If seed is an int, return a new RandomState instance seeded with seed. If seed is already a RandomState instance, return it. Otherwise raise ValueError.
Returns:
The random state object based on seed parameter.
Examples
from sklearn.utils.validation import check_random_state check_random_state(42) RandomState(MT19937) at 0x...