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- Bayesian_programming abstract "Bayesian Programming is a formalism and a methodology to specify probabilistic models and solve problems when all the necessary information is not available.Edwin T. Jaynes proposed that probability could be considered as an alternative and an extension of logic for rational reasoning with incomplete and uncertain information. In his founding book Probability Theory: The Logic of Science he developed this theory and proposed what he called “the robot,” which was nota physical device, but an inference engine to automate probabilistic reasoning— a kind of Prolog for probability instead of logic. Bayesian Programming is a formal and concrete implementation of this "robot".Bayesian programming may also be seen as an algebraic formalism to specify graphical models such as, for instance, Bayesian networks, Dynamic Bayesian networks, Kalman filters or Hidden Markov Models. Indeed, Bayesian Programming is more general than Bayesian networks and has a power of expression equivalent to probabilistic factor graphs.".
- Bayesian_programming wikiPageExternalLink Bayesian-programming.org.
- Bayesian_programming wikiPageExternalLink b16111.
- Bayesian_programming wikiPageExternalLink Bayesian-Programming-Book.
- Bayesian_programming wikiPageID "40888645".
- Bayesian_programming wikiPageRevisionID "605618735".
- Bayesian_programming subject Category:Artificial_intelligence.
- Bayesian_programming subject Category:Bayesian_statistics.
- Bayesian_programming subject Category:Probability_theory.
- Bayesian_programming comment "Bayesian Programming is a formalism and a methodology to specify probabilistic models and solve problems when all the necessary information is not available.Edwin T. Jaynes proposed that probability could be considered as an alternative and an extension of logic for rational reasoning with incomplete and uncertain information.".
- Bayesian_programming label "Bayesian programming".
- Bayesian_programming sameAs m.0zdntdc.
- Bayesian_programming sameAs Q16243608.
- Bayesian_programming sameAs Q16243608.
- Bayesian_programming wasDerivedFrom Bayesian_programming?oldid=605618735.
- Bayesian_programming isPrimaryTopicOf Bayesian_programming.