ADVI transofrmations

I want to map inferred multivariate normal approximation back to the space of original random variables to work with analytical distributions instead of samples. I found how to get mu and sigma parameters but not the mapping. Where can I find which transformations are used in PyMC3 for this e.g for Dirichlet?

found the transformations here: