Empirical Methods in Natural Language Processing (ENLP)
COSC-572/LING-572 | Spring 2023 @ Georgetown University

Python, Text Processing

• Python 3 Module of the Week (standard library introduction)
• Python Standard Library documentation
• Python 3 Notes (Na-Rae Han)
• String & Regular Expression Language Reference
• Unix Text Processing Command Reference
• NLTK, NLTK Corpora, NLTK Book

IDEs

• PyCharm (recommended; Professional Edition available to educational users)
• Atom (a popular open-source editor)

General Unix Topics, Version Control

• Mark Maloof's howtos, including SSH
• Starting a long-running program over SSH (nohup, screen, tmux)
• Git Command Overview
• SSH Keys

NLP libraries

• gensim (topic modeling)
• kenlm (n-gram language modeling)

Additional suggestions are welcome via the Canvas discussion board