The idea of a regularization is to subtract some (constant) infinity to be left with a finite expression possibly meaning something. In this case, the relevant formula is mentioned in the article at Wikipedia: $$\psi (a)=-\gamma +\sum _{n=0}^{\infty }\left({\frac {1}{n+1}}-{\frac {1}{n+a}}\right).$$ In other words, we add the constant infinity (divergent series) $$\gamma -\sum _{n=0}^{\infty }\frac {1}{n+1}$$ to get the hopefully meaningful function $-\psi(a).$