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numpy.random.bit_generator.BitGenerator

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Mersenne Twister (MT19937)

numpy.random.bit_generator.BitGenerator.random_raw

method

BitGenerator.random_raw(self, size=None)

Return randoms as generated by the underlying BitGenerator

Parameters:
size : int or tuple of ints, optional

Output shape. If the given shape is, e.g., (m, n, k), then m * n * k samples are drawn. Default is None, in which case a single value is returned.

output : bool, optional

Output values. Used for performance testing since the generated values are not returned.

Returns:
out : uint or ndarray

Drawn samples.

Notes

This method directly exposes the the raw underlying pseudo-random number generator. All values are returned as unsigned 64-bit values irrespective of the number of bits produced by the PRNG.

See the class docstring for the number of bits returned.