Homework 2

Submission date: Jan 7th, 2025

Topics

• Backpropagation
• Optimization algorithms for deep learning
• Training
• Multilayer perceptrons
• Decision boundaries, threshold selection
• Convolutional neural networks
• Residual blocks
• Network architecture
• YOLO

Downloading

The assignment is available here

(use the download button at the top).

FAQ

Please install an enviroment on the cluster using the course instractions.

Make sure to read the getting started page and the guide for using course servers.

Please ask all questions regarding the assignment on the course Piazza. Tutor in charge: Moshe Kimhi

We don’t have much time before tutorials, so if you need personal help, please send an email in advance and we can meet for office hour almost everyday