STOR 767 Advanced Machine Learning

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:

1. https://github.com/talwarabhimanyu/my-solutions-The-Elements-of-Statistical-Learning.git
2. https://github.com/ajtulloch/Elements-of-Statistical-Learning.git