practical-nlp/practical-nlp-code
Official Repository for Code associated with 'Practical Natural Language Processing' book by O'Reilly Media
Organized collection of Jupyter notebooks covering foundational NLP tasks—text representation, classification, information extraction, and chatbots—with hands-on implementations using TensorFlow 1.x and traditional NLP libraries. Spans domain-specific applications including social media analysis, e-commerce, healthcare, and finance, enabling practitioners to understand both core techniques and real-world deployment patterns. Executable directly in Google Colab and nbviewer, with active refactoring efforts toward modern Python/TensorFlow 2.x environments.
1,437 stars. No commits in the last 6 months.
Stars
1,437
Forks
649
Language
Jupyter Notebook
License
MIT
Category
Last pushed
Sep 29, 2023
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/nlp/practical-nlp/practical-nlp-code"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
estnltk/estnltk
Open source tools for Estonian natural language processing
hb20007/hands-on-nltk-tutorial
The hands-on NLTK tutorial for NLP in Python
GateNLP/python-gatenlp
Python text processing, pattern matching, and NLP framework
milaan9/Python_Natural_Language_Processing
This repository consists of a complete guide on natural language processing (NLP) in Python...
DataForScience/NLP
Natural Language Processing For Everyone