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pyAgrum is a scientific C++ and Python open source library dedicated to Bayesian networks (BN) and other Probabilistic Graphical Models.
Based on the C++ aGrUM library, it provides a high-level interface to the C++ part of aGrUM allowing to create, manage and perform efficient computations with Bayesian networks and others probabilistic graphical models :
- Markov networks (MN),
- influence diagrams (ID) and LIMIDs, credal networks (CN),
- dynamic BN (dBN),
- probabilistic relational models (PRM).
Several topics have been added to pyAgrum (as pure python modules using pyAgrum) :
- Scikit-learn-compliant probabilistic classifiers based on Bayesian networks,
- Probabilistic causality (causal networks, do-calculus),
- dynamic Bayesian network,
- tools for explainability in Bayesian networks.
Company Details
- Employees
- 3
- Address
- Paris, Fr
- Industry
- Software Development
- Website
- https://agrum.gitlab.io/
- HQ
- Paris
Pyagrum Questions
pyAgrum's website is https://agrum.gitlab.io/
pyAgrum's LinkedIn profile is https://fr.linkedin.com/company/pyagrum
pyAgrum has
3 employees.
View email and phone details for 3
employees at pyAgrum.
pyAgrum's industry is
Software Development
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pyAgrum's categories are Software Development
Top pyAgrum Employees
-
Gaspard Ducamp, PhD
Data Science Researcher @Marin & Main…
Greater Paris Metropolitan Region, France1marin.nl -
Vinh-Trung THIEU
Msc @Sorbonne Université | Software…
Paris, Île-De-France, France, France
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