aGrUM/pyAgrum 1.16.0 released

Posted on Wed 02 October 2024 in News

ANNOUNCE: aGrUM 1.16.0

aGrUM/pyAgrum 1.16.0 is out.

  • aGrUM

    • Added 3 behaviors for generating sampling from gum::DiscretizedVariable in gum::BNDatabaseGenerator : INTERVAL/MEDIAN/RANDOM. The default was INTERVAL and is now RANDOM.
    • Added timeout for gum::BNDatabaseGenerator to prevent slowish (maybe infinite) rejection sampling.
    • Added two new constraints for learning :gum::learning::NoParentNode,gum::learning::NoChildNode.
    • Added these new constraints in gum::BNLearner : addNoParentNode(nodeid) and addNoChildrenNode(nodeid).
    • (internal) Improved act's scripts.

  • pyAgrum

    • Dropped support of python 3.9 (following NEP29).
    • Added 3 behaviors for generating sampling from pyAgrum.DiscretizedVariable in pyAgrum.BNDatabaseGenerator : INTERVAL/MEDIAN/RANDOM. The default was INTERVAL and is now RANDOM.
    • Added timeout for pyAgrum.BNDatabaseGenerator to prevent slowish (maybe infinite) rejection sampling.
    • Added two new constraints pyAgrum.BNLearner.addNoParentNode() and pyAgrum.BNLearner.addNoChildrenNode().
    • (internal) Standardized licence in python files
    • Added new pyAgrum.causal.CausalEffectsEstimation (thanks to Thierry Rioual).
    • pyAgrum.causal.BNClassfiercan now be pickled (thanks to Valentin Vassilev).
    • Added module pyAgrum.lib.shapley (included in pyAgrum.lib.explain) to allow the use of ShapValues not only from notebooks (thanks to Stefano Mariani).
    • Added a parameter filename to pyAgrum.lib.shapley.ShapValues's methods for saving the figure instead of showing it (thanks to Stefano Mariani).