Homework 1

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Submission date: November 19th, 2022


  • 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


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


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.