Is there a way to impute or predict the NANs in this triangular dataframe?

Question

This DataFrame has values over the upper left triangle and the diagonal, with the rest of values being NANs

I don't want to use a looping linear regression model which would work on a sample size of 1. I assume there is a simple way to do that.

Thanks