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The full text for Metamorphosis is available for free from Project Gutenberg. I expect it’s one of those classics that most students have to read in school.
No specific reason, other than it’s short, I like it, and you may like it too. In this tutorial, we will use the text from the book Metamorphosis by Franz Kafka. Update Nov/2017: Fixed a code typo in the ‘split into words’ section, thanks David Comfort.Kick-start your project with my new book Deep Learning for Natural Language Processing, including step-by-step tutorials and the Python source code files for all examples. How to prepare text when using modern text representation methods like word embeddings.How to take a step up and use the more sophisticated methods in the NLTK library.How to get started by developing your own very simple text cleaning tools.In this tutorial, you will discover how you can clean and prepare your text ready for modeling with machine learning.Īfter completing this tutorial, you will know: In fact, there is a whole suite of text preparation methods that you may need to use, and the choice of methods really depends on your natural language processing task. You must clean your text first, which means splitting it into words and handling punctuation and case. You cannot go straight from raw text to fitting a machine learning or deep learning model.
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