Parameter "noise" for function _square_dimond()

[YuxinB]

Should parameter "noise" in the function _square_dimond(), be assigned to the last term as <--0.05 * p * gauss_noise * noise --> while generating X?

[saivythik]

@YuxinB ,
i have looked into it and fixed it here the PR link.
#361