Project 3 – Probabilistic Optimization

Instructions for this project can be found here.

For projects, you may consult any material, including books, the textbook, online resources, classmates, and AI tools (e.g., ChatGPT), for guidance and advice only. All code must be written and typed up by you; do not copy and paste code from others or external sources

Feel free to use this optional LaTeX template for your writeup (separate from the Project 3 autograder submission). You are free to use your own template (you do not need to use LaTeX).

Tutorials for plotting GPs:
– Python: https://www.youtube.com/watch?v=LUeWmxPMevY
– Julia: https://youtu.be/XJbg8U0sGXs

Recommended packages for GPs:
– Python: sklearn.gaussian_process
– Julia: AbstractGPs.jl