Apr 8, 2022 The Course Enhancement Questionnaire is available on Learn -> Have your Say or via this link. The survey is open until 17th April 2022 at 23:59. You will need to be logged into your Office 365 account to access the survey. All responses are anonymous.
Mar 27, 2022 HMM repo updated with a demo/exercise on learning for HMMs.
Mar 14, 2022 Uploaded solutions to tutorial 7 and added a link to tutorial 8 (a jupyter notebook on VAEs).
Mar 14, 2022 Clarified and expanded the solution to Exercise 3c in Tutorial sheet 5.
Mar 11, 2022 Quiz 3 opens Friday March 18 at 3pm, closes Monday March 28 at 4pm Wednesday March 30 at 4pm.
Feb 28, 2022 HMM repo updated with a demo on inference for HMMs.
Feb 20, 2022 Quiz 2 opens Friday March 4 at 3pm, closes Friday March 11 at 4pm.
Feb 18, 2022 Uploaded solutions to tutorial 3.
Feb 15, 2022 Added a Python notebook illustrating hidden Markov models in the context of natural language processing.
Feb 14, 2022 Updated slides on Exact Inference for Hidden Markov Models.
Feb 11, 2022 Uploaded solutions to tutorial 2.
Feb 11, 2022 Updated the slides on Exact Inference: (1) amended explanation of the computational complexity (2) added example for the max-sum algorithm. Also updated the notes for tutorial 4.
Feb 4, 2022 Quiz 1 opens Friday Feb 11 at 3pm and closes Friday Feb 18 at 4pm.
Feb 4, 2022 Updated the quiz information. Please do the test quiz to check that you can access gradescope (via Learn). The test quiz closes Friday Feb 11 at 4pm.
Feb 4, 2022 Uploaded solutions to tutorial 1.
Feb 1, 2022 Fixed some typos in the slides on Undirected Graphical Models I and II.
Jan 30, 2022 Uploaded exercise sheet for tutorial 2.
Jan 17, 2022 Uploaded exercise sheet for tutorial 1.
Jan 16, 2022 Added information on the quizzes.
Dec 21, 2021 Course homepage updated. The website for the previous edition of PMR is here .