ngcao / practical-nlp

Official Repository for 'Practical Natural Language Processing' by O'Reilly

Practical Natural Language Processing

A Comprehensive Guide to Building Real-World NLP Systems

Sowmya Vajjala, Bodhisattwa P. Majumder, Anuj Gupta, Harshit Surana

Endorsed by:

Zachary Lipton, Sebastian Ruder, Marc Najork, Monojit Choudhury, Vinayak Hegde, Mengting Wan, Siddharth Sharma, & Ed Harris

Foreword by Julian McAuley

Homepage: www.practicalnlp.ai

Published by O'Reilly Media, 2020

---

Please note that the code repository is still under development and review.

All the notebooks will be crystalized in the coming months. 

🚩 Details of the repository roadmap could be found here

---

Open the repository in Google Colab:

Open the repository in Jupyter nbviewer:

Chapterwise code notebooks:

• Chapter 2: NLP Pipeline

• Chapter 3: Text Representation

• Chapter 4: Text Classification

• Chapter 5: Information Extraction

• Chapter 6: ChatBots

• Chapter 7: Topics in Brief

• Chapter 8: Social Media

• Chapter 9: E-commerce and Retail

• Chapter 10: Healthcare, Finance and Law

• Chapter 11: End-to-End NLP Process

---

Contributors to Codebase:

• Varun Purushotham
• Kartikay Bagla
• Taranjeet Singh
• Vishal Gupta
• Shreyans Dhankhar
• Nachiketh Suresh
• Jitin Kapila
• Kumarjit Pathak
• Ernest Kirubakaran Selvaraj
• Ayush Datta
• Rui Shu

---

Found a Bug?

If the bug is in book text, please enter a errata here: https://www.oreilly.com/catalog/errata.csp?isbn=0636920262329

If the bug is in the codebase: Great! Please read this how can you help us improve the codebase