This repo contains my solutions to homework of the course STOR 767 Advanced Machine Learning at UNC-Chapel Hill, and some exercises in the textbook: The Element of Statistical Learning: data mining, inference, and prediction, by Hastie, Tibshirani, and Friedman (2009). LaTeX for theoretical questions and R markdown for computational questions.
The table below shows the textbook exercises contained in each homework.
| Homework | Textbook exercises |
|---|---|
| hw2 | 2.2, 2.7, 2.9, 3.7, 3.15, 3.27 |
| hw3 | 4.1, 4.2, 4.5, 4.8 |
| hw4 | 5.1, 5.4, 5.7, 5.13, 6.12 |
| hw5 | 6.9, 7.4, 7.5, 7.9 |
Other repos on solutions to The Elements of Statistical Learning: