Personal study notes and code implementations for Stanford's CS224n: Natural Language Processing with Deep Learning course.
- 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
- [✓] Lecture 1: Introduction and Word Vectors
- [✓] Lecture 2: Neural Classifiers
- [✓] Lecture 3: Backprop and Neural Networks
- Lecture 4: Dependency Parsing
- [✓] Lecture 5&6: Recurrent Neural Networks & Simple and LSTM RNNs
- [✓] Lecture 7: Translation, Seq2Seq, Attention
- [✓] Lecture 8: Self Attention and Transformers
