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Deep Learning 1RT720

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

Computer lab 1

For Computer lab 1 about backpropagation, the following resources are available:

Topic File Links
Lab instructions instructions.pdf PDF
Linear regression with gradient descent in numpy Auto_linear_regression.ipynb Introduction Notebook Open In Colab
Backpropagation Toy model Backpropagation_in_Toy_Model.ipynb Introduction Notebook Open In Colab
Backpropagation in numpy backpropagation.ipynb Introduction Notebook Open In Colab

Computer lab 2

Topic File Links
Lab notebook lab2_transformer.ipynb Introduction Notebook Open In Colab