CS480_Machine_Learning

A1

Exercise 1: Perceptron Implementation

Exercise 2: Regression Implementation

Exercise 3: Playing with Regression

Exercise 4: Nearest Neighbour Regression

A2

Exercise 1: Poisson Regression

Exercise 2: Fun with Classification

Exercise 3: Support Vector Regression

Exercise 4: Kernels

A3

Exercise 1: Decision Trees

Exercise 2: Adaboost

Exercise 3: CNN Implementation

A4

Exercise 1: Gaussian Mixture Model

Exercise 2: VAEs and GANs