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Very Deep Learning Course

This repository contains the programming tasks for the Very Deep Learning course at RPTU-KL (Winter Semester 2023/24), taught by Dr. Muhammad Zeshan Afzal. The course is based on the Deep Learning book by Ian Goodfellow, Yoshua Bengio, and Aaron Courville.

The official course website can be found on OLAT.

Exercises

The exercises and solutions can be found in the exercises folder. The exercises are written in Jupyter Notebooks. You can either download the notebooks and run them locally or use Google Colab to run them in the cloud.

  • Exercise 1: Introduction to PyTorch and PyTorch Lightning with FashionMNIST