COMP 551: Applied Machine Learning
This repository contains the solutions and exercises done in the course COMP 551 at McGill University in Winter 2019.
Assignment 1
Use linear regression to predict the popularity of comments on Reddit. The solutions can be found in assignment 1 folder. See the instructions.
Assigment 2
Develop models to predict the sentiment of IMBD reviews. The solutions can be found in assignment 2 folder. See the instructions. Achieved a F1-score of 0.92880 in test, see the Kaggle leaderboard.
Assignment 3
Use CNNs to classify a modified version of MNIST. The solutions can be found in assignment 3 folder. See the instructions. Achieved a 0.99 accuracy, see the Kaggle leaderboard).
Assigment 4
Reimplement a research paper. We participated in track 1 making an analysis of state-of-the-art of VAEs. assignment 4 folder. See the instructions.