CS4641MachineLearning

All my code and projects from CS4641 - Machine Learning

Topics by Homework

Homework 1 (Regression):

• Linear Regression
• Gradient Descent
• Random Fourier Features

Homework 2 (Supervised):

• Logistic Regression
• k Nearest Neighbors
• Support Vector Machines

Homework 3 (Unsupervised):

• Principle Component Analysis
• k Means Clustering
• Bayes Nets

Final Project:

• Support Vector Machines
• Random Forests
• Neural Networks