/CS760_MachineLearning

The assignment repo for CS 760, machine learning, at UW-Madison.

Primary LanguagePython

CS760_ML_hw

This is an assignment repo for CS 760, a graduate-level machine learning course, taught by Professor Mark Craven at UW-Madison.

###Programming Assignments

  1. Decision Tree (basically ID3), classification
  2. K Nearest Neighbor, classification and regression
  3. Perceptron and Neural network, classification
  4. Naive bayes and tree augmented bayes net, binary classification
  5. a written assignment

Dependencies

  • Python 2.7
  • scipy
  • numpy
  • matplotlib