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Probabilistic programming

Probabilistic programming (PP) is a programming paradigm based on the declarative specification of probabilistic models, for which inference is performed automatically. Probabilistic programming attempts to unify probabilistic modeling and traditional general purpose programming in order to make the former easier and more widely applicable. It can be…

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Applications

Computer visionJuliaGenTuring.jlDifferentiable programming
6 related topics

Probabilistic programming languages

Infer.NET.NET FrameworkPrologWinBUGSBayesian inference
10 related topics

Overview

Programming paradigmProbabilistic models
2 related topics

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Applications

Probabilistic programming languages

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Probabilistic programming

Nodes22
Edges21
Triples17
Avg. degree1.91
Density0.090909
Components1

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Probabilistic programming

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has application · 7
Probabilistic programming → However, Julia, Nevertheless, Picture, Probabilistic, The, This
related to External links · 4
Probabilistic programming → Foundations, Probabilistic Model Mini Language, Probabilistic ProgrammingList, Toolkits

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Important terminology

programming probabilistic language models inference used bayesian ppls languages julia program based specification paradigm also using make winbugs relational logic

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SubjectPredicateObjectConfidenceSrc
predicting stock pricesinstance ofApplicationsProbabilistic reasoning has been used for a wide variety of tasks0.80text
recommending moviesinstance ofApplicationsProbabilistic reasoning has been used for a wide variety of tasks0.80text
diagnosing computersinstance ofApplicationsProbabilistic reasoning has been used for a wide variety of tasks0.80text
detecting cyber intrusionsinstance ofApplicationsProbabilistic reasoning has been used for a wide variety of tasks0.80text
image detectioninstance ofApplicationsProbabilistic reasoning has been used for a wide variety of tasks0.80text
PyMC provide automated methods to find the parameterization of informed priorsinstance oflibraries0.80text
Probabilistic programminghas applicationProbabilistic0.60section
Probabilistic programminghas applicationHowever0.60section
Probabilistic programminghas applicationNevertheless0.60section
Probabilistic programminghas applicationThe0.60section
Probabilistic programminghas applicationPicture0.60section
Probabilistic programminghas applicationJulia0.60section

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    Min side: 3
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