Machine Learning

Overview

This repository holds code I have written for STAT 37700 Machine Learning with Professor Kondor. It's ugly, slow, and possibly incorrect. Read at your own risk.

Contents

• ada.py An implementation of AdaBoost with decision stumps as weak learners
• adaplot.py A script to plot the performance of AdaBoost
• gauss.py Gaussian Processes regression with a Gaussian kernel
• svm.py An implementation of a Support Vector Machine trained with Sequential Minimal Optimization