aGrUM/pyAgrum reference

More than 40+20 scientific papers currently cite aGrUM/pyAgrum! (update : 2023/05/11, if you know a way to automatically perform this request, please help us 😜 !). See here for more details.

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If you want to cite aGrUM/pyAgrum, please use one of these:

  • 2020 aGrUM/pyAgrum : a Toolbox to Build Models and Algorithms for Probabilistic Graphical Models in Python, International Conference on Probabilistic Graphical Models, Sep 2020, Skørping, Denmark .
    @inproceedings{hal-03135721,
      TITLE = {{aGrUM/pyAgrum : a Toolbox to Build Models and Algorithms for Probabilistic Graphical Models in Python}},
      AUTHOR = {Ducamp, Gaspard and Gonzales, Christophe and Wuillemin, Pierre-Henri},
      URL = {https://hal.archives-ouvertes.fr/hal-03135721},
      BOOKTITLE = {{10th International Conference on Probabilistic Graphical Models}},
      ADDRESS = {Sk{{\o}}rping, Denmark},
      SERIES = {Proceedings of Machine Learning Research},
      VOLUME = {138},
      PAGES = {609-612},
      YEAR = {2020},
      MONTH = Sep,
      KEYWORDS = {C++ ; Python ; Probabilistic Graphical Models ; Bayesian Networks},
      PDF = {https://hal.archives-ouvertes.fr/hal-03135721/file/ducamp20a.pdf},
      HAL_ID = {hal-03135721},
      HAL_VERSION = {v1},
    }
  • 2017 aGrUM: a Graphical Universal Model framework, Proceedings of the 30th International Conference on Industrial Engineering, Other Applications of Applied Intelligent Systems (Arras, France), Springer-Verlag .
@inproceedings{hal-01509651,
  TITLE = {{aGrUM: a Graphical Universal Model framework}},
  AUTHOR = {Gonzales, Christophe and Torti, Lionel and Wuillemin, Pierre-Henri},
  URL = {https://hal.archives-ouvertes.fr/hal-01509651},
  BOOKTITLE = {{International Conference on Industrial Engineering, Other Applications of Applied Intelligent Systems}},
  ADDRESS = {Arras, France},
  SERIES = {Proceedings of the 30th International Conference on Industrial Engineering, Other Applications of Applied Intelligent Systems },
  YEAR = {2017},
  MONTH = Jun,
  KEYWORDS = {PGM ; BN ; PRM ; Framework ; Open Source},
  PDF = {https://hal.archives-ouvertes.fr/hal-01509651/file/iea-aie2017.pdf},
  HAL_ID = {hal-01509651},
  HAL_VERSION = {v1},
}
  • 2016 Librairie aGrUM : a Graphical Universal Model, Journées Françaises sur les Réseaux Bayésiens (JFRB'16) [fr] .
@inproceedings{hal-01407820,
  TITLE = {{Librairie aGrUM : a Graphical Universal Model}},
  AUTHOR = {Gonzales, Christophe and Torti, Lionel and Wuillemin, Pierre-Henri},
  URL = {https://hal.archives-ouvertes.fr/hal-01407820},
  BOOKTITLE = {{8{\`e}mes journ{\'e}es francophones de r{\'e}seaux bay{\'e}siens (JFRB 2016)}},
  ADDRESS = {Clermonat-Ferrand, France},
  YEAR = {2016},
  MONTH = Jun,
  DOI = {10.3166/RIA.28.1-10},
  KEYWORDS = {PGM ; BN ; PRM ; Framework ; Open Source},
  PDF = {https://hal.archives-ouvertes.fr/hal-01407820/file/jfrb2016.pdf},
  HAL_ID = {hal-01407820},
  HAL_VERSION = {v1},
}

Communications and other resources:

  • projects using or mentionning aGrUM

  • LinkedIn' page.

  • PyCon Rennes 2016 [fr]

  • slides from aGrUM/pyAgrum User Day 2022