aGrUM/pyAgrum 1.11.0 released

ANNOUNCE: aGrUM 1.11.0

aGrUM/pyAgrum 1.11.0 is out.

• Internal

  • Removing some warnings in CMakeLists.txt
  • Refactoring CI, cleaning wheelhouse

• aGrUM

  • Adding gum::LazyPropagation::mpe{Log2Posterior} to compute the Most Probable Explanation with some evidence.
  • Improving MIIC algorithm and application of Meek Rules in ordre to to better solve (partially) oriented cycle problems.
  • Fixing a bug in gum::BNLearner : EM parameter estimation bug due to a cache used in record counters.
  • Fixing a bug in gum::GibbsSampling : some evidence may not be taken into account (thanks to Micromix@discord).
  • gum::PDAG must accept partially directed cycle (thanks to Kenneth Lee).

• pyAgrum

  • Updating and adding 3.12 in metadatas.
  • Adding pyAgrum.LazyPropagation.mpe{Log2Posterior} to compute the Most Probable Explanation with some evidence.
  • Removing reference to sys.log and to setuptools.
  • Removing legacy setuptools related files.
  • Fixing a bug in pyAgrum.BNLearner : EM parameter estimation bug due to a cache used in record counters.
  • Fixing a bug in pyAgrum.GibbsSampling : some evidence may not be taken into account (thanks to Micromix@discord).
  • Fixing a bug in frontdoor detection in a causal model with multiple connected components.
  • Fixing some regexp expressions.
  • pyAgrum.PDAG must accept partially directed cycle (thanks to Kenneth Lee).