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- Дата: 17-01-2023, 08:07
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![Bayesian Optimization in Action (MEAP v7)](/uploads/posts/2023-01/1673932085_4661_bay_sian_optimization_in_action__m_ap_v07_.jpg)
Автор: Quan Nguyen
Издательство: Manning Publications
Год: 2023
Страниц: 380
Язык: английский
Формат: pdf, epub
Размер: 26.7 MB
Apply advanced techniques for optimizing Machine Learning processes. Bayesian optimization helps pinpoint the best configuration for your Machine Learning models with speed and accuracy. Throughout this book, we will see a lot of illustrations, plots, and of course, code, which will help make whichever the topic currently being discussed more straightforward and concrete. You will learn how each component of Bayesian optimization works on a high level and how to implement them using state-of-the-art libraries in Python. Another hope of mine for the accompanying code is that it would help you hit the ground running with your own projects, as the Bayesian optimization framework is very general and "plug-and-play." The exercises are also helpful in this regard.