2020 Spring Semester Project Codes (only using pandas, numpy)
Assignment 1: Linear Regression
Assignment 2: Logistic Regression/Fisher's LDA
Mid Project: Multinomial Logistic Regression
Assignment 3: Decision Trees (CART)
Assignemnt 4: SVM (3 kernels: RBF, L2, Poly)
Final Project: Binary Kernel Logistic Regression