yukunj/nlp-with-deep-learning

Self study notes and code for Stanford CS224n: NLP with Deep Learning

NLP-with-Deep-Learning

This is the self-study repository for the Stanford open course <CS224n: NLP with Deep Learning>, starting Spring 2021

Content:

1. Weekly hand-written notes, usually 2 lectures combined into 1 week note.

2. Slides

3. Assignment written/code attempt.

• Assignment1 : Fun with Numpy and Word Vectors
• Assignment2 : Word2Vec
• Assignment3 : Dependency Parsing with Network
• Assignment4 : Machine Translation with Recurrent Network
• Assignment5 : Sub-word Modeling and Convulutional Networks

Feel free to contact me for any more information at [email protected]