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

Files

 
BNdistance.cpp
 KL divergence between BNs implementation.
 
BNdistance.h
 algorithm for KL divergence between BNs
 
BNdistance_tpl.h
 KL divergence between BNs implementation.
 
exactBNdistance.cpp
 KL divergence between BNs implementation.
 
exactBNdistance.h
 algorithm for exact computation KL divergence between BNs
 
exactBNdistance_tpl.h
 KL divergence between BNs brute force implementation.
 
GibbsBNdistance.cpp
 
GibbsBNdistance.h
 algorithm for approximated computation KL divergence between BNs using GIBBS sampling
 
GibbsBNdistance_tpl.h
 KL divergence between BNs – implementation using Gibbs sampling.
 
MCBNDistance.cpp
 
MCBNDistance.h
 algorithm for approximated computation KL divergence between BNs using independent Monte Carlo sampling
 
MCBNDistance_tpl.h
 KL divergence between BNs – implementation using independent Monte Carlo sampling.