CNN-exercises

This repository contains exercises for the Lecture on Convolutional Neural Networks (CNNs) at ErUM Data Deep Learning school 2023.

Exercise 1: MNIST classification

Learn the basics of PyTorch and and CNNs by classifying MNIST digits.

Learn about data augmentation and how to improve the performance of a CNN on CIFAR-10.

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.gitignore		.gitignore
CNN-exercise1-solution.ipynb		CNN-exercise1-solution.ipynb
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CNN-exercise2-solution.ipynb		CNN-exercise2-solution.ipynb
CNN-exercise2.ipynb		CNN-exercise2.ipynb
README.md		README.md