aGrUM 3.1.1
a C++ library for (probabilistic) graphical models
learning Directory Reference
Directory dependency graph for learning:

Directories

 
BNLearnUtils
 
constraints
 
paramUtils
 
priors
 
scores
 
structureUtils

Files

 
BNLearner.cpp
 
BNLearner.h
 A basic pack of learning algorithms that can easily be used.
 
BNLearner_tpl.h
 A pack of learning algorithms that can easily be used.
 
CIBasedLearning.cpp
 
CIBasedLearning.h
 Abstract base class for CI-test-based structure learning algorithms.
 
ConstraintBasedLearning.cpp
 Implementation of gum::learning::ConstraintBasedLearning.
 
ConstraintBasedLearning.h
 Abstract base class for constraint-based structure learning algorithms.
 
ConstraintBasedLearning_tpl.h
 
correctedMutualInformation.cpp
 Implementation of gum::learning::CorrectedMutualInformation.
 
correctedMutualInformation.h
 The class computing n times the corrected mutual information (where n is the size (or the weight) of the database) as used in the MIIC algorithm.
 
correctedMutualInformation_inl.h
 The class computing n times the corrected mutual information, as used in the MIIC algorithm.
 
FCI.cpp
 
FCI.h
 FCI (Fast Causal Inference) causal discovery algorithm.
 
greedyHillClimbing.cpp
 The greedy hill learning algorithm (for directed graphs).
 
greedyHillClimbing.h
 The greedy hill learning algorithm (for directed graphs).
 
greedyHillClimbing_tpl.h
 The greedy hill learning algorithm (for directed graphs).
 
greedyThickThinning.cpp
 The greedy thick-thinning learning algorithm (for directed graphs).
 
greedyThickThinning.h
 The greedy thick-thinning learning algorithm (for directed graphs).
 
greedyThickThinning_tpl.h
 The greedy thick-thinning learning algorithm (for directed graphs).
 
K2.cpp
 The K2 algorithm.
 
K2.h
 The K2 algorithm.
 
K2_inl.h
 The K2 algorithm.
 
K2_tpl.h
 The K2 algorithm.
 
localSearchWithTabuList.cpp
 The local search learning algorithm (for directed graphs).
 
localSearchWithTabuList.h
 The local search learning with tabu list algorithm (for directed graphs).
 
localSearchWithTabuList_inl.h
 The local search learning algorithm (for directed graphs).
 
localSearchWithTabuList_tpl.h
 The local search with tabu list learning algorithm (for directed graphs).
 
Miic.cpp
 Implementation of gum::learning::Miic.
 
Miic.h
 The Miic algorithm.
 
PC.cpp
 
PC.h
 PC (Peter-Clark) constraint-based structure learning algorithm.
 
SimpleMiic.cpp
 Implementation of gum::learning:: MIIC.
 
SimpleMiic.h
 The SimpleMiic algorithm.