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Bayesovské a neuronové sítě / Bayesian and Neural Networks

This paper introduces Bayesian neural network based on Occams razor. Basic knowledge about neural networks and Bayes rule is summarized in the first part of this paper. Principles of Occams razor and Bayesian neural network are explained. A real case of use is introduced (about predicting landslide). The second part of this paper introduces how to construct Bayesian neural network in Python. Such an application is shown. Typical behaviour of Bayesian neural networks is demonstrated using example data.

Identiferoai:union.ndltd.org:nusl.cz/oai:invenio.nusl.cz:363836
Date January 2017
CreatorsHložek, Bohuslav
ContributorsRozman, Jaroslav, Zbořil, František
PublisherVysoké učení technické v Brně. Fakulta informačních technologií
Source SetsCzech ETDs
LanguageCzech
Detected LanguageEnglish
Typeinfo:eu-repo/semantics/masterThesis
Rightsinfo:eu-repo/semantics/restrictedAccess

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