Probabilistic programming in practice.
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The book is an introduction to probabilistic programming for practicing programmers. Probabilistic inference is written about where algorithms help predict the use of social networks. Examples are given of constructing a spam filter, diagnosing errors in a computer system, and restoring digital images. A functional programming style for text analysis, object-oriented models and open universe models is presented. The publication is intended for a wide range of readers: data analysts and machine learning specialists, programmers, university students, etc.
FL/539398/R
Data sheet
- Name of the Author
- Ави Пфеффер
- Language
- Russian