NLP Theory & Implementation
This repo contains my study notes and Python implementation of NLP models
Folder Structure
.
├── large_files # Data files
├── markdown # Study notes and images
├── notebooks # Python implementation of NLP models
└── README.md
(Note: for the math equations in markdown files, download the repo, and view the files in other editors that support mathjax.)
Content
- Word2Vec
- GloVe
- Bidirectional RNN
- Seq2Seq
- Attention
- Memory Network
TODO
- Complete Deep Learning: Advanced NLP and RNNs
- Complete Natural Language Processing with Deep Learning in Python
- More implementations
Contact
Nancy Yan - yy2799@columbia.edu