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I use the stats package in scipy for this. For example:

import scipy.stats as st
st.norm.ppf(0.6,0,1)

Gives the value $x_0$ so that $P(x\le x_0) = 0.6$ for a normal distribution with mean 0 and variance 1.

See the documentation.