Uncertainty Quantification in Inverse Problems with CUQIpy#
Welcome to the mini-book on “Uncertainty Quantification in Inverse Problems with CUQIpy”. This mini-book contains training material on how to use the CUQIpy library for uncertainty quantification in inverse problems. It also covers some of the theoretical background behind the methods implemented in CUQIpy.
⚠️ Disclaimer: The code in this book runs without a fixed random seed, so results will vary with each re-compilation and user run. While conclusions should remain consistent, specific values may differ due to the probabilistic nature of Bayesian sampling, which is fundamental when working with uncertainty quantification.