This github repository contains the code and paper for a project that was focused on understanding model-based learning from preference data. The html document of the R markdown is best viewed here: https://htmlpreview.github.io/?https://github.com/djtom98/Bayes-Mallows-Algorithm/blob/main/BayesMallowsDemo.html