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Description
Make the random generator vectorized in numba.
The original random sampling method is pure python and when prior or posterior sampling is called a slow loop is running for sampling. Numba has similar syntax to numpy and therefore makes it easy to vectorize the sampling call. It can be implemented as a static broadcasted function that is called by this class