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Python Natural Language Processing Cookbook

You're reading from   Python Natural Language Processing Cookbook Over 50 recipes to understand, analyze, and generate text for implementing language processing tasks

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Product type Paperback
Published in Mar 2021
Publisher Packt
ISBN-13 9781838987312
Length 284 pages
Edition 1st Edition
Languages
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Author (1):
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Zhenya Antić Zhenya Antić
Author Profile Icon Zhenya Antić
Zhenya Antić
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Toc

Table of Contents (10) Chapters Close

Preface 1. Chapter 1: Learning NLP Basics 2. Chapter 2: Playing with Grammar FREE CHAPTER 3. Chapter 3: Representing Text – Capturing Semantics 4. Chapter 4: Classifying Texts 5. Chapter 5: Getting Started with Information Extraction 6. Chapter 6: Topic Modeling 7. Chapter 7: Building Chatbots 8. Chapter 8: Visualizing Text Data 9. Other Books You May Enjoy

Technical requirements

Throughout this book, I will be showing examples that were run using an Anaconda installation of Python 3.6.10. To install Anaconda, follow the instructions here: https://docs.anaconda.com/anaconda/install/.

After you have installed Anaconda, use it to create a virtual environment:

conda create -n nlp_book python=3.6.10 anaconda
activate nlp_book

Then, install spaCy 2.3.0 and NLTK 3.4.5:

pip install nltk
pip install spacy

After you have installed spaCy and NLTK, install the models needed to use them. For spaCy, use this:

python -m spacy download en_core_web_sm

Use Python commands to download the necessary model for NLTK:

python
>>> import nltk
>>> nltk.download('punkt')

All the code that is in this book can be found in the book's GitHub repository: https://github.com/PacktPublishing/Python-Natural-Language-Processing-Cookbook.

Important note

The files in the book's GitHub repository should...

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