This repository is for my self-education while following Stanford’s CS224N: Natural Language Processing with Deep Learning course. I'm watching the lectures from the YouTube playlist and solving the Winter 2025 assignments from the official course page.
I'll also be adding my own notes from the lectures as I go. If you’re interested in those, stay tuned.
mainbranch → Contains lecture notes and assignments (without solutions).cs224n-solutionsbranch → Contains solutions for the assignments I’ve completed so far.
This setup lets me reattempt assignments without immediately seeing my past solutions.
If you're following along, I strongly encourage you to first try solving the assignments on your own
before checking any solutions. Stick to main, create your own branch,
and give it a shot before comparing with my answers.
- Assignment 1 – Exploring Word Vectors ✅ (Completed)
- Assignment 2 – Word2Vec and Dependency Parsing ✅ (Completed)
- Assignment 3 – Neural Machine Translation & Analysis ✅ (Completed)
- Assignment 4 – TBD ⏳ (Not Started)