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.
- 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