Homeworks and final project codes of Machine Learning at National Taiwan University provided by Prof. Hsuan-Tien Lin

Course materials can be found here: Course Website

Course covers follwing topics: theory of generalization, VC dimensions, linear and logistic regression, regularization, support vector machines, random forest, gradient boosted decision tree, neural networks and matrix factorization