This notebook was created as an addition for a presentation in the seminar Uncertainty in Machine Learning WiSe23/24.
The purpose of this notebook is a very basic introduction on how to create Polynomial Chaos Expansion for a function with the use of the chaos library.
To see you you can construct a PCE by hand I can really recommend the this video and the corresponding notebook by Emily Gorcenski