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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