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Practical Probabilistic Programming

Avi Pfeffer




[PDF.wi17] Practical Probabilistic Programming

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 | #625414 in Books |  2016-04-10 | Original language:English | PDF # 1 |  9.20 x1.00 x7.30l,.0 | File type: PDF | 456 pages

||1 of 1 people found the following review helpful.| Introduction on Probabilistic Programming with Figaro/Scala|By Sukru Tikves|This is an introductory book on probabilistic methods, and bayesian reasoning using computer programs. It covers basics like distributions, sampling and inference, and should enable newcomers to understand these topics. But to learn more, you need to read a proper "graphical models" / "structured learni|About the Author|
|Avi Pfeffer is the principal developer of the Figaro language for probabilistic programming. He graduated from Stanford, taught at Harvard, and is currently a principal scientist at Charles River Analytics.

Summary

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 ...

You easily download any file type for your device.Practical Probabilistic Programming   |  Avi Pfeffer.Not only was the story interesting, engaging and relatable, it also teaches lessons.

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