SongZhao / CS760_MachineLearning

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

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