j Lab One

Lab Two

Welcome to lab two! In this lab, you'll train your own toy generative model using both flow matching and score matching!

Released: Friday, January 23 @ 12:30 pm ET
Due: Wednesday, January 29 @ 5:00 pm ET (on Gradescope)
Instructions: To complete this lab, follow the instructions below:

  1. Download lab_two.ipynb from GitHub and open in your favorite Jupyter notebook environment (one good choice is Google Colab).
  2. Follow the instructions in the lab to answer the questions.
  3. Once all questions have been completed, export your notebook to a PDF, and submit to Gradescope via Canvas. Please do not clear cell output, as this makes it harder to grade!
  4. If you think there's a mistake in the lab, please email course instructors at phold@mit.edu and ronsh@mit.edu.
Have fun :)