SoftwareApplication
identifier: 10.4121/21922026
name: PyBanshee, Python-based open source of the MATLAB toolbox BANSHEE.
description: PyBanshee, Python-based open source of the MATLAB toolbox BANSHEE.
description: PyBanshee is a Python-based open source of the MATLAB toolbox BANSHEE. Bayesian Networks (BNs) are probabilistic, graphical models for representing complex dependency structures. They have many applications in science and engineering. Their particularly powerful variant – Non-Parametric BNs – are implemented as a Matlab toolbox and an open-access scriptable code, in the form of a Python-based package.
author: Person
  given name: Paul
  family name: Koot
  name: Paul Koot
author: https://orcid.org/0000-0001-8488-1447
author: Person
  given name: Oswaldo
  family name: Morales Napoles
  name: Oswaldo Morales Napoles
author: https://orcid.org/0000-0001-5090-8402
author: Person
  given name: Elisa
  family name: Ragno
  name: Elisa Ragno
author: Person
  given name: Daniël
  family name: T.H. Worm
  name: Daniël T.H. Worm
keywords: Python package
keywords: Gaussian copula
keywords: Bayesian network models
license:
  creative work: creativeWork
    name: GPL-3.0-only
reference publication: j.softx.2022.101279

https://orcid.org/0000-0001-8488-1447
type: Person
given name: Miguel
family name: Mendoza Lugo
name: Miguel Mendoza Lugo

https://orcid.org/0000-0001-5090-8402
type: Person
given name: Dominik
family name: Paprotny
name: Dominik Paprotny

j.softx.2022.101279
type: ScholarlyArticle
name: PyBanshee version (1.0): A Python implementation of the MATLAB toolbox BANSHEE for Non-Parametric Bayesian Networks with updated features
pagination: 101279
url: https://doi.org/10.1016%2Fj.softx.2022.101279