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Practical Probabilistic Programming

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  • 456 stránok
  • 16 hodin čítania

Viac o knihe

Practical Probabilistic Programming introduces the working programmer to probabilistic programming. In it, you'll learn how to use the PP paradigm to model application domains and then express those probabilistic models in code. Although PP can seem abstract, in this book you'll immediately work on practical examples, like using the Figaro language to build a spam filter and applying Bayesian and Markov networks, to diagnose computer system data problems and recover digital images.

Nákup knihy

Practical Probabilistic Programming, Avi Pfeffer

Jazyk
Rok vydania
2016
Väzba
(mäkká)
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Titul
Practical Probabilistic Programming
Jazyk
anglicky
Rok vydania
2016
Väzba
mäkká
Počet strán
456
ISBN10
1617292338
ISBN13
9781617292330
Série
Anotácia
Practical Probabilistic Programming introduces the working programmer to probabilistic programming. In it, you'll learn how to use the PP paradigm to model application domains and then express those probabilistic models in code. Although PP can seem abstract, in this book you'll immediately work on practical examples, like using the Figaro language to build a spam filter and applying Bayesian and Markov networks, to diagnose computer system data problems and recover digital images.