Machine learning assignments

This repository contains my code and associated output reports for machine learning assignments I completed in graduate school. All code is in the code/ folder and all output reports are in the docs/ folder.

To view the output of these assignments in your web browser, please visit the following links:

1. Regression, classification, K-nearest neighbors
2. Linear and quadratic discriminant analysis, least squares, multiple linear regression
3. Cross-validation, estimating training and test error, lasso and ridge regression
4. Lasso and ridge regression, least squares linear models, regression trees
5. Classification: K-means clustering, support vector machine, maximal margin