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Chapter 3: Introduction to Bayesian Inverse Problems (BIPs) in CUQIpy

In this chapter, we provide a very simple example of solving a Bayesian inverse problem (BIP) using CUQIpy: “Probably the simplest BIP in the world”. This example is presented in two versions: A short version which is compact and designed for a quick demonstration of using CUQIpy to solve a BIP, and a long version which explains more details about the code and provides some exercises.