The `numpy.random.RandomState.random_sample` function returns random floats in the half-open interval [0.0, 1.0). These random values are generated using the Mersenne Twister pseudorandom number generator. The function takes in one argument, `size`, which specifies the size of the output array. If the `size` is not provided, a single random float is returned. This function is a part of the NumPy library in Python and can be used for various applications that require random number generation.
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