This repository contains programming and written assignments for the course Machine Learning 1, given at the University of Amsterdam 2019-2020.
Authors (programming):
• Christoph Hönes
• Yke Rusticus
Author (written):
• Yke Rusticus
Lab 1: (Regularized/bayesian) linear/polynomial regression; model selection.
Lab 2: Logistic regression; gradient-based optimization.
Lab 3: Gaussian Processes; Support Vector Machines.