Bayes2019 | This repository contains the learning material for the Nuclear TALENT course Learning from Data: Bayesian Methods and Machine Learning, in York, UK, June 10-28, 2019.

Assigning probabilities

Lecture 1:

Daniel Phillips, 2019-06-17

Choosing priors, Maximum Entropy
Keynote of first lecture [.pdf]
Maximizing the Entropy of Australians [ipynb]

Lecture 2:

Daniel Phillips, 2019-06-18

Summary of prior choice discussion, Maximum Entropy for reconstructing functions
Keynote of second lecture [.pdf]

Exercises

Deriving PDFs using MaxEnt [ipynb]