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fastText Quick Start Guide

You're reading from   fastText Quick Start Guide Get started with Facebook's library for text representation and classification

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Product type Paperback
Published in Jul 2018
Publisher Packt
ISBN-13 9781789130997
Length 194 pages
Edition 1st Edition
Languages
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Author (1):
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Joydeep Bhattacharjee Joydeep Bhattacharjee
Author Profile Icon Joydeep Bhattacharjee
Joydeep Bhattacharjee
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Using FastText in Your Own Models

In this section, you will learn how to use fastText models in conjunction with other popular NLP libraries, such as Gensim and spaCy. You will also learn how to make fastText part of your pipeline, which will probably include these other tools as well.

The Chapter 5, FastText in Python, is about creating models in Python, either using the official Python bindings for fastText, or you can choose to use the Gensim library, which is a popular Python library for NLP.

In the Chapter 6, Machine Learning and Deep Learning Models, you will understand how to integrate fastText into your NLP pipeline if you have pipelines already built using either the statistical machine learning or deep learning paradigms. In the case of statistical machine learning, this chapter takes the example of the scikit-learn library, and in the case of deep learning, Keras, Tensorflow...

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