Homework 1: Machine Learning Basics

2 minute read

Submission date: November 15th 24th, 2018

Topics

  • Working with data in PyTorch
  • Dataset splits
  • Cross validation
  • PyTorch tensors and broadcasting
  • Linear SVM
  • Optimizing loss functions with SGD
  • Linear Regression with nonlinear features

Downloading

The assignment code is available here.

We recommend you use git to clone the repo:

git clone https://github.com/vistalab-technion/cs236781-hw1.git

This will allow you to pull updates from us in the event that they are needed.

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.

Updated: