Homework 1

Submission date: November 18th, 2021

Topics

• Working with data in PyTorch
• PyTorch tensor API and broadcasting
• Dataset splits
• Cross validation
• 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. This assignment does not involve very heavy or long-running computations.