CS224n: Natural Language Processing with Deep Learning - Study Notes

Course: CS224n: Natural Language Processing with Deep Learning
University: Stanford University
Instructors: Christopher Manning
Course Website: https://web.stanford.edu/class/cs224n/
Academic Year: Winter 2024

Personal study notes and code implementations for Stanford's CS224n: Natural Language Processing with Deep Learning course.

📚 Course Information

Name		Name	Last commit message	Last commit date
Backprop and Neural Networks		Backprop and Neural Networks
Dependency Parsing		Dependency Parsing
Intro & Word Vectors		Intro & Word Vectors
Model Analysis and Explanation\|Model Interpretability & Editing		Model Analysis and Explanation\|Model Interpretability & Editing
Neural Classifiers		Neural Classifiers
Pretraining		Pretraining
Recurrent Neural Networks & Simple and LSTM RNNs		Recurrent Neural Networks & Simple and LSTM RNNs
Self-Attention and Transformers		Self-Attention and Transformers
Translation,Seq2Seq,Attention		Translation,Seq2Seq,Attention
final project		final project
.gitignore		.gitignore
CS224n Assignment2.pdf		CS224n Assignment2.pdf
CS224n Assignment3.pdf		CS224n Assignment3.pdf
CS224n Assignment5.pdf		CS224n Assignment5.pdf
README.MD		README.MD