Some solutions and material from a previous offering of UBC CPSC540 taught by Nando De Freitas. Old online resources (assignments, lecture notes, etc.)
Also 340.
Implementations in MATLAB instead of python.
http://www.cs.ubc.ca/~nando/340-2012/lectures/homework5.pdf
- ridge regression, lasso, and elastic net paths
- cross validation for hyperparameter selection
TODO:
- Question 2: Twitter sentiment classification