/NLP-with-Deep-Learning

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

Primary LanguageJavaScript

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 yukunj@cs.cmu.edu