@ptrendx @yzhliu 
I will create a PR for `np.random.gamma` implemented using the method I 
proposed before the end of the week, as I need to proceed to implement more 
distribution samplers, in which the gamma sampler serves as a necessity.
Refactoring  `nd.random` may be left for further discussion. 
--------------------------------------

(P.S. Personally speaking, I think performance is not the only problem in 
`nd.random`, the poor support for broadcasting parameters and shapes may bring 
trouble to heavy users of the random sampling module. )

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