Machine Learning 2014

Oxford University Department of Computer Science

Part C undergraduate / MSc course, lectured by Nando de Freitas

https://www.youtube.com/user/ProfNandoDF

(all due rights to him)

Practical exercise (& occasional problem sheet) solutions in Torch

Practical 1: simple exercise of understanding Torch code & slicing a column from a Tensor (wk 2)

Practical 2: testing making sense of linear regression with SGD and least squares, implementing ridge regression (wk 3)

Practical 3: making sense of, testing and optimizing Logistic Regression (wks 4-5)