IE 675b Machine Learning HWS 2021

This repository includes all the code and reports for the (mandatory) assignments completed in the IE 675b Machine Learning Module at the University of Mannheim. To register for the exam, one had to pass three out of four assignments. A passing grade would yield one zero bonus points for the final exam, whereas good or excellent would yield one or two bonus points respectively.

Assignment 1: Naive Bayes

Grade: Excellent (2 points)

Assignment 2: Logistic Regression

Grade: Good (1 point)

Assignment 3: Singular Value Decomposition

Grade: Good (1 point)

Assignment 4: Latent Variable Models

Not attempted due to time constraints.