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Practical probabilistic programming /
Introducing the working programmer to probabilistic programming (PP), this book will teach you how to use the PP paradigm to model application domains and then express those probabilistic models in code. --
| Clasificación: | Libro Electrónico |
|---|---|
| Autor principal: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Shelter Island, NY :
Manning Publications Co.,
[2016]
|
| Temas: | |
| Acceso en línea: | Texto completo (Requiere registro previo con correo institucional) |
MARC
| LEADER | 00000cam a2200000 i 4500 | ||
|---|---|---|---|
| 001 | OR_ocn948622208 | ||
| 003 | OCoLC | ||
| 005 | 20231017213018.0 | ||
| 006 | m o d | ||
| 007 | cr unu|||||||| | ||
| 008 | 160503t20162016nyua o 001 0 eng d | ||
| 040 | |a UMI |b eng |e rda |e pn |c UMI |d OCLCO |d OCLCF |d OCLCO |d DEBBG |d C6I |d DEBSZ |d CEF |d AU@ |d UAB |d STF |d CNCEN |d G3B |d ERF |d RDF |d UKBTH |d UHL |d COO |d K6U |d LDP |d MERER |d BRF |d HS0 |d OCLCQ |d OCLCO |d YDX |d EBLCP |d N$T |d UKAHL |d OCLCO |d ORE |d LIV | ||
| 020 | |a 1638352372 |q (electronic bk.) | ||
| 020 | |a 9781638352372 |q (electronic bk.) | ||
| 020 | |z 1617292338 | ||
| 020 | |z 9781617292330 | ||
| 029 | 1 | |a DEBBG |b BV043969332 | |
| 029 | 1 | |a GBVCP |b 876245777 | |
| 029 | 1 | |a DEBSZ |b 485798484 | |
| 035 | |a (OCoLC)948622208 | ||
| 037 | |a CL0500000736 |b Safari Books Online | ||
| 050 | 4 | |a T57.79 |b .P44 2016 | |
| 082 | 0 | 4 | |a 005.13/3 |2 23 |
| 049 | |a UAMI | ||
| 100 | 1 | |a Pfeffer, Avi, |e author. | |
| 245 | 1 | 0 | |a Practical probabilistic programming / |c Avi Pfeffer. |
| 264 | 1 | |a Shelter Island, NY : |b Manning Publications Co., |c [2016] | |
| 264 | 4 | |c ©2016 | |
| 300 | |a 1 online resource : |b color illustrations | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 500 | |a Includes index. | ||
| 505 | 0 | |a Probabilistic programming in a nutshell -- A quick Figaro tutorial -- Creating a probabilistic programming application -- Probabilistic models and probabilistic programs -- Modeling dependencies with Bayesian and Markov networks -- Using Scale and Figaro collections to build up models -- Object-oriented probabilistic modeling -- Modeling dynamic systems -- The three rules of probabilistic inference -- Factored inference algorithms -- Sampling algorithms -- Solving other inference tasks -- Dynamic reasoning and parameter learning. | |
| 588 | |a Description based on online resource; title from resource title page (viewed July 14, 2022). | ||
| 520 | |a Introducing the working programmer to probabilistic programming (PP), this book will teach you how to use the PP paradigm to model application domains and then express those probabilistic models in code. -- |c Edited summary from book. | ||
| 590 | |a O'Reilly |b O'Reilly Online Learning: Academic/Public Library Edition | ||
| 650 | 0 | |a Stochastic programming. | |
| 650 | 0 | |a Probabilities |x Data processing. | |
| 650 | 4 | |a Operations Research. | |
| 650 | 4 | |a Civil & Environmental Engineering. | |
| 650 | 4 | |a Engineering & Applied Sciences. | |
| 650 | 6 | |a Programmation stochastique. | |
| 650 | 6 | |a Probabilités |x Informatique. | |
| 650 | 7 | |a Probabilities |x Data processing. |2 fast |0 (OCoLC)fst01077741 | |
| 650 | 7 | |a Stochastic programming. |2 fast |0 (OCoLC)fst01133530 | |
| 856 | 4 | 0 | |u https://learning.oreilly.com/library/view/~/9781617292330/?ar |z Texto completo (Requiere registro previo con correo institucional) |
| 938 | |a Askews and Holts Library Services |b ASKH |n AH39609150 | ||
| 938 | |a ProQuest Ebook Central |b EBLB |n EBL6642877 | ||
| 938 | |a YBP Library Services |b YANK |n 302272751 | ||
| 938 | |a EBSCOhost |b EBSC |n 2948833 | ||
| 994 | |a 92 |b IZTAP | ||