PyBNesian: An extensible python package for Bayesian networks.
David AtienzaConcha BielzaPedro LarrañagaPublished in: Neurocomputing (2022)
Keyphrases
- bayesian networks
- open source
- programming language
- object oriented
- probabilistic reasoning
- probabilistic inference
- conditional independence
- software package
- graphical models
- markup language
- data model
- probability distribution
- probabilistic model
- learning bayesian networks
- application specific
- structure learning
- naive bayes
- bayesian network structure
- inference in bayesian networks
- incomplete data
- databases
- scripting language
- bayesian network inference
- approximate inference
- object oriented programming
- data sets
- neural network
- parameter learning
- hidden variables
- development tools
- diagnostic reasoning
- data types
- relational databases
- high level
- programming tool
- multiply sectioned bayesian networks