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Natural Language Processing with Flair

You're reading from   Natural Language Processing with Flair A practical guide to understanding and solving NLP problems with Flair

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Product type Paperback
Published in Apr 2022
Publisher Packt
ISBN-13 9781801072311
Length 200 pages
Edition 1st Edition
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Author (1):
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Tadej Magajna Tadej Magajna
Author Profile Icon Tadej Magajna
Tadej Magajna
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Table of Contents (15) Chapters Close

Preface 1. Part 1: Understanding and Solving NLP with Flair
2. Chapter 1: Introduction to Flair FREE CHAPTER 3. Chapter 2: Flair Base Types 4. Chapter 3: Embeddings in Flair 5. Chapter 4: Sequence Tagging 6. Part 2: Deep Dive into Flair – Training Custom Models
7. Chapter 5: Training Sequence Labeling Models 8. Chapter 6: Hyperparameter Optimization in Flair 9. Chapter 7: Train Your Own Embeddings 10. Chapter 8: Text Classification in Flair 11. Part 3: Real-World Applications with Flair
12. Chapter 9: Deploying and Using Models in Production 13. Chapter 10: Hands-On Exercise – Building a Trading Bot with Flair 14. Other Books You May Enjoy

Technical requirements

To get started, you will need a development environment with Python 3.6+. Platform-specific instructions for installing Python can be found at https://docs.python-guide.org/starting/installation/.

You will not require a GPU-equipped development machine, though having one will significantly speed up some of the training-related exercises described later in the book.

You will require access to a command line. On Linux and macOS, simply start the Terminal application. On Windows, press Windows + R to open the Run box, type cmd and then click OK.

Flair's official GitHub repository is available via the following link: https://github.com/flairNLP/flair. In this chapter we will install Flair version 0.11.

The code examples covered in this chapter are found in this book's official GitHub repository in the following Jupyter notebook: https://github.com/PacktPublishing/Natural-Language-Processing-with-Flair/tree/main/Chapter01.

You have been reading a chapter from
Natural Language Processing with Flair
Published in: Apr 2022
Publisher: Packt
ISBN-13: 9781801072311
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