Deep Learning 1RT720

This repository is used to host the files needed for the computer labs and hand-in assignments in the course Deep Learning at Uppsala University.

Computer lab 1

Topic	File	Links
Lab instructions	instructions.pdf
Linear regression with gradient descent in numpy	Auto_linear_regression.ipynb
Backpropagation Toy model	Backpropagation_in_Toy_Model.ipynb
Backpropagation in numpy	backpropagation.ipynb

Hand-in assignment 1

Topic	File	Links
Assignment instructions	hand-in-assignment-1.pdf

PyTorch Tutorial

Topic	File	Links
Tutorial notebook	PyTorch_Tutorial.ipynb

Computer lab 2 (not yet updated for 2026 course instance)

Topic	File	Links
Lab notebook	lab2_transformer.ipynb