Homework 1

1 minute read

Submission date: December 12th, 2024

Tutor in charge: Tamir Shor.

Topics

Working with data in PyTorch
PyTorch tensor API and broadcasting
Dataset splits
Optimizing loss functions with SGD
Linear SVM
Linear Regression with nonlinear features

Downloading

The assignment is available here (use the download button at the top).

FAQ

Make sure to read the getting started page before getting started.

Q: Will this assignment require use of course servers?
A: No, it’s optional. This assignment does not involve very heavy or long-running computations.