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Thoughtful Machine Learning: A Test-Driven Approach

Компьютерные >> Программирование





Разместил: bennyblanko

20-01-2015, 08:55

Просмотров: 326





Thoughtful Machine Learning: A Test-Driven Approach
Learn how to apply test-driven development (TDD) to machine-learning algorithms—and catch mistakes that could sink your analysis. In this practical guide, author Matthew Kirk takes you through the principles of TDD and machine learning, and shows you how to apply TDD to several machine-learning algorithms, including Naive Bayesian classifiers and Neural Networks.
Machine-learning algorithms often have tests baked in, but they can’t account for human errors in coding. Rather than blindly rely on machine-learning results as many researchers have, you can mitigate the risk of errors with TDD and write clean, stable machine-learning code. If you’re familiar with Ruby 2.1, you’re ready to start.


Название: Thoughtful Machine Learning: A Test-Driven Approach
Автор: Matthew Kirk
Издательство: O’Reilly Media
ISBN: 978-1-44937-406-8
Год: 2014
Количество страниц: 236
Формат: PDF
Язык: English
Размер: 6.7 Мб


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