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IE 678 Deep Learning FSS 2022

This repository includes all the code and reports for the (mandatory) assignments completed in the IE 678 Deep Learning Module at the University of Mannheim. To register for the exam, one had to pass two out of three 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: Neural Networks

Grade: Excellent (2 points)

Assignment 2: CNNs and RNNs

Grade: Good (1 point)

Assignment 3: Hyperparameter Optimization

Grade: Excellent (2 points)