This repository contains homework for Duke Compsci 571 Machine Learning Spring 2018.
- HW1: perceptron, winnow
- HW2: decision tree, random forest
- HW3: logistic regression, boosting
- HW4: support vector machine, kernels
- HW5: ridge regression
- HW6: neural networks, EM, clustering
Homework contains both theorey and programming questions. Programming is done in Python 3.6.
Mathematics is beautiful!