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Practical Probabilistic Programming
Avi Pfeffer
[PDF.le01] Practical Probabilistic Programming
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| #1299876 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. I have read it a couple of times and even shared with my family members. Really good. Couldnt put it down.
