Oregon State University Machine Learning and Data Mining Course
HW1 is a from-scratch linear regression. HW2 is a from-scratch logistic regression. HW3 includes a k-nearest-neighbor algorithm, a decision tree, and a concept for combining them. Please take note of the how-to-run comments at the top. HW4 is a hierarchical clustering. HW5 is in progress, and will be completed by June 7th, 2017. It is a small Markov Decision Process using value iteration.