HKUST BDT Assignments and Projects

Assignments and Projects I did in HKUST (whatever I could find in my laptop). I spend a lot of time on my assignments and projects, in order to deliver the highest quality. If you are a BDT student in HKUST, this repo could be helpful for you.

5001: Data Science Basics

1. My assignment code
2. My solution to the exam
3. My course project

5002: Data Mining

The best organized class of this course. I am extremely thankful to Professor Chen for providing excellent lectures, notes and demanding assignments and exams.

1. Assignment 1
2. Assignment 2
3. Assignment 3

5004: Maths

1. Assignment 1
2. Assignment 2

5007: Optimization

Definitely my favorite subject in this entire course. This class definitely helped me to understand many papers in my area.

1. Assignment 1
2. Assignment 2
3. Assignment 3
4. Assignment 4
5. Assignment 5

5008: Social Computing

1. Assignment 1
2. Assignment 2

6000B: Deep Learning

1. Project 1: Regression in Pytorch, topped the leaderboard
2. Project 2: Transfer Learning, topped the leaderboard
3. Project 3: ADMM, came up with more novel ideas to optimize long tensors.