statsmodels.distributions.empirical_distribution.
monotone_fn_inverter
Given a monotone function fn (no checking is done to verify monotonicity) and a set of x values, return an linearly interpolated approximation to its inverse from its values on x.
statsmodels.sandbox.distributions.extras.SkewNorm_gen