A repository containing some of my homeworks and projects done at Université de Montréal
Contains:
Prof. Simon Lacoste-Julien
Link to IFT 6269 course website
- Homework 1 (code)
- Homework 2 (theory and code)
- Homework 3 (theory and code)
- Homework 4 (theory and code)
- Homework 5 (theory and code)
- Project (report and code)
Prof. Ioannis Mitliagkas
- Homework 1 (theory and code)
- Homework 2 (theory and code)
- Homework 3 (theory and code)
- Homework 4 (theory and code)
- Project (poster, report and code)
Prof. Philippe Langlais
Link to IFT 6285 course website
- Project 1 (report and code)
- Project 2 (report and code)
- Project 3 (report and code)
Prof. Aaron Courville
Link to IFT 6135 course website
- Homework 1 (reports and code)
- Homework 2 (reports and code)
- Homework 3 (reports and code)
Prof. Guillaume Rabusseau
Link to IFT 6760A course website
- Paper presentation (Spectral clustering from a geometrical viewpoint)
- Scribe Notes (Proof of the Johnson Lindenstrauss Lemma & application to linear regression in high dimension)
- Project (report and code)
Prof. Simon Lacoste-Julien
Link to IFT 6132 course website
- Scribe Notes (Introduction to structured prediction & variance reduced SGD )
- Project (report and code)