Practical Probabilistic Programming

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Foundations of Probabilistic Programming

Author	: Gilles Barthe
Publisher	: Cambridge University Press
Total Pages	: 583
Release	: 2020-12-03
ISBN-10	: 9781108488518
ISBN-13	: 110848851X
Rating	: 4/5 (51X Downloads)

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Book Synopsis Foundations of Probabilistic Programming by : Gilles Barthe

Download or read book Foundations of Probabilistic Programming written by Gilles Barthe and published by Cambridge University Press. This book was released on 2020-12-03 with total page 583 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides an overview of the theoretical underpinnings of modern probabilistic programming and presents applications in e.g., machine learning, security, and approximate computing. Comprehensive survey chapters make the material accessible to graduate students and non-experts. This title is also available as Open Access on Cambridge Core.

Foundations of Probabilistic Programming Related Books

Language: en
Pages: 583

Foundations of Probabilistic Programming

Authors: Gilles Barthe

Categories: Computers

Type: BOOK - Published: 2020-12-03 - Publisher: Cambridge University Press

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This book provides an overview of the theoretical underpinnings of modern probabilistic programming and presents applications in e.g., machine learning, securit

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Bayesian Methods for Hackers

Authors: Cameron Davidson-Pilon

Categories: Computers

Type: BOOK - Published: 2015-09-30 - Publisher: Addison-Wesley Professional

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Master Bayesian Inference through Practical Examples and Computation–Without Advanced Mathematical Analysis Bayesian methods of inference are deeply natural a

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Bayesian Analysis with Python

Authors: Osvaldo Martin

Categories: Bayesian statistical decision theory

Type: BOOK - Published: 2016-11-25 - Publisher:

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Unleash the power and flexibility of the Bayesian frameworkAbout This Book- Simplify the Bayes process for solving complex statistical problems using Python; -

Language: en
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Practical Foundations for Programming Languages

Authors: Robert Harper

Categories: Computers

Type: BOOK - Published: 2016-04-04 - Publisher: Cambridge University Press

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This book unifies a broad range of programming language concepts under the framework of type systems and structural operational semantics.

Language: en
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Foundations of Probabilistic Logic Programming

Authors: Fabrizio Riguzzi

Categories: Computers

Type: BOOK - Published: 2023-07-07 - Publisher: CRC Press

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Since its birth, the field of Probabilistic Logic Programming has seen a steady increase of activity, with many proposals for languages and algorithms for infer