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Homework 1
assignments/hw1
Basic notions in machine-learning and opitimization
moshe
2022-10-28
true

Submission date: November 19th, 2022

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

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FAQ

Make sure to read the [getting started page]({{ site.baseurl }}{% link _assignments/00-getting-started.md %}) 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.