Annonces

pyAgrum: pyAgrum 0.10.4 released

Ajouté par Pierre-Henri Wuillemin il y a 4 mois

aGrUM: aGrUM/pyAgrum 0.10.4 released

Ajouté par Pierre-Henri Wuillemin il y a 4 mois

Changelog for 0.10.4

  • Add new approximated inference : LBP (aGrUM and pyAgrum)
  • Fix bugs in LazyPropagation and Shafer-Shenoy inference
  • Refresh some codes in Learning module
  • Update (and simplify) CMakeLists.txt for new swig 3.0.11
  • Add some project files (including CHANGELOG.md)
  • Refresh pyAgrum notebooks with matplotlib2

pyAgrum: pyAgrum 0.10.3 release

Ajouté par Pierre-Henri Wuillemin il y a 5 mois

aGrUM: aGrUM/pyAgrum 0.10.3 released

Ajouté par Pierre-Henri Wuillemin il y a 5 mois

Changelog for 0.10.3

  • Only bug fixes in tests

Changelog for 0.10.2

  • New method for BayesNet : minimalCondSet
  • New method for all inference : evidenceImpact
  • Potential has a (single) value even if no dimension.
  • Bug fix for lazyPropagation
  • Typos for Visual C++ compiler
  • Many internal changes

aGrUM: aGrUM/pyAgrum 0.10.1 released

Ajouté par Pierre-Henri Wuillemin il y a 6 mois

Changelog for 0.10.1

aGrUM

  • Fix GCC compilation
  • ParamEstimator::setMaxThread new method

pyAgrum

  • VariableElimination and ShaferShenoy inference
  • new addJointTarget and jointPosterior methods for exact inference
  • pyAgrum.getPosterior now uses VariableElimination
  • Fix pyAgrum.lib.notebook error for python2
  • pyAgrum now linked with static library aGrUM
  • pyAgrum.so (linux) size significantly reduced

pyAgrum: pyAgrum 0.10.0 released

Ajouté par Pierre-Henri Wuillemin il y a 6 mois

aGrUM: aGrUM/pyAgrum 0.10.0 released

Ajouté par Pierre-Henri Wuillemin il y a 6 mois

Changelog for 0.10.0

aGrUM

pyAgrum

  • LazyPropagation API follow the new inference scheme (add/removeTarget, add/remove/chgEvidence)

Changelog for 0.9.3

Tag 0.9.3 has not been properly announced. Still, many changes in this release :

  • Many bug fixes and API glitch/improvement
    • Many internal reorganisations (compilation, test, jenkins, etc.)
    • Many change in the C++ code in order to be more c++11/14
    • Bug fix in learning
    • Many Doxygen improvements
    • Many refactors and bug fix in PRM
  • Improvements
    • dynamic BN in pyAgrum
    • nanodbc support for pyAgrUM
    • O3PRMBNReader in pyAgrum (read a prm to a BN)
    • PRMExplorer in pyAgrum
    • UAI reader/writer for BayesNet
    • Algebra of potentials (operators on Potential)
    • pyAgrum.lib.notebook refactored and simplified
    • updating lrs version for credal networks
  • Windows
    • aGrUM/pyAgrum compilation on windows using Visual Studio 2015

aGrUM: aGrUM/pyAgrum 0.9.2 released

Ajouté par Pierre-Henri Wuillemin il y a presque 2 ans

aGrUM

  • Improvements in Inference
    • old LazyPropagation renamed JunctionTreeInference,
    • Improved LazyPropagation ~30% faster,
    • Bug fix and other improvements for relevance reasoning features.
  • Improvements for Probabilistic Relational Models
    • model refinements : e.g. parameterized classes, specification of CPTs using formula, etc.
    • bug fixes and other improvements in dedicated inference algorithms,
    • improving and fixing documentations
    • new file format for Bayesian network : o3prmBNReader (reading a BN by grounding a system)
  • Learning API still improved
    • BNLearner templatized
    • new feature for BNLearner : using a BN to specicfy variables and their modalities,
    • bug fixes and improvement for parameter learning.
  • other bug fixes and improvements in aGrUM architecture
    • aGrUM g++5.1-ready
    • etc.

pyAgrum

  • small bugs fixed and reorganisation

aGrUM: aGrUM/pyAgrum 0.9.1 released

Ajouté par Pierre-Henri Wuillemin il y a environ 2 ans

aGrUM

  • Improvement in learning algorithms
    • learning from databases with fewer rows than there are processors
    • method to BNLearner to learn parameters from a BN's DAG
  • static lib compilation for aGrUM
  • bug fixes and other improvements

pyAgrum

  • Compiled for Python 3 or Python 2 (default is python3, python2 if no python3.). New option for act to choose which python : --python={2|3}.

    pyAgrum python2/3 Linux/windows

  • gumLib has moved and changed its name (in the pyAgrum package) : pyAgrum.lib
  • Improving API for learning (changeLabel/parameter learning/ etc.)
  • Improving graphs manipulation
  • bug fixes and other improvements

pyAgrum: pyAgrum 0.9.0 released

Ajouté par Pierre-Henri Wuillemin il y a plus de 2 ans

  • Functionality : Structural and parameter learning for Bayesian networks
  • Model : Credal Networks, Influence diagram

Many bug fixes and improvements (especially for handling Conditional Probability Table). Some API changes. Have a look at the IPython notebooks.

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