This post collects the Notebook used in my classes of Hydraulic Constructions and Hydrology for estimating the IDF curves. It is actually a work in progress.
3 - Estimating the parameters of a Gumbel distribution with
4 - Pearson's Test
5 - Fitting the curves (some error here)