ANNOUNCE: aGrUM 0.13

aGrUM/pyAgrum 0.13 is out. 0.13.2 is the current version.

Changelog 0.13.0 (from gitlab)

• aGrUM
  • inference: Loopy Belief Propagation (LBP)
  • inference: new approximated inference : Monte-Carlo/Importance/Weighted Sampling + the same using LBP as a Dirichlet prior (Loopy...).
  • learning: new algorithm 3off2 …

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ANNOUNCE: aGrUM 0.12.0

Changelog (from gitlab)

• API
  • new class EssentialGraph
  • new class MarkovBlanket
  • improved targets in MarginalTargettedInference
• pyAgrum
  • update notebooks
  • new swig-based documentation framework
  • transparent background for dot graphs
  • more windows-compliant agrum.lib.bn2csv
• aGrUM
  • PRM bug fixes
  • improved CI in gitlab
  • improved exception messages in BN learning …

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pyagrum.lib.notebook offers some helpers and graphical representation of internal objets of agrum : Potential, Graph, Bayesian network, inference, etc. See pyAgrum doc for more details.

From aGrUM 0.11.2, pyagrum.lib.ipython proposes an equivalent API (a subset of the notebook API) for ipython graphical console. For instance …

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