PyBanshee, Python-based open source of the MATLAB toolbox BANSHEE.

software

posted on 2023-01-23, 14:43 authored by Paul Koot, Miguel Mendoza LugoMiguel Mendoza Lugo, Oswaldo Morales NapolesOswaldo Morales Napoles, Dominik PaprotnyDominik Paprotny, Elisa Ragno, Daniël T.H. Worm

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.

History

Publisher

4TU.ResearchData

Format

.py scripts files

Organizations

TU Delft, Faculty of Civil Engineering & Geosciences, Department of Hydraulic Engineering; Potsdam Institute for Climate Impact Research, Research Department Transformation Pathways; TNO, Cyber Security & Robustness, The Netherlands; Nelen & Schuurmans B.V., The Netherlands

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Keywords

Bayesian network models Gaussian copula Python package Applied Mathematics Statistics Interdisciplinary Engineering

Licence

GPL-3.0