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Official Repository for Code associated with 'Practical Natural Language Processing' book by O'Reilly Media

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Practical Natural Language Processing

A Comprehensive Guide to Building Real-World NLP Systems

Book Structure

Please note that the code repository is still under development and review. All the notebooks will be crystalized in the coming months. The notebooks have been tested on an ubuntu machine running python 3.6. Currently, we are using TF1.x. We will migrate to TF2.x in the coming months.

✨ A newer version compatible with Ubuntu 23 is being added in pnlp-refactor-ubuntu23.

We thank everyone, especially the educators & universities, for their feedback in pointing out the issues & improving the accessibility of the notebooks. 🚩 Details of the repository roadmap could be found here

Open the repository in Google Colab:

Open the repository in Jupyter nbviewer:

Chapterwise folders:

Chapter 1: NLP: A Primer (only figures & outline)
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
Jitin Kapila
Vishal Gupta
Taranjeet Singh
Shreyans Dhankhar
Kumarjit Pathak
Ernest Kirubakaran Selvaraj
Ayush Datta
Rui Shu
Nachiketh Suresh
Jatin Papreja
Kumar Apurva
Sukeerat Goindi
Abhijeetsingh Meena

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Official Repository for Code associated with 'Practical Natural Language Processing' book by O'Reilly Media