KTBNGenerator.h File Reference

Random k-order dynamic Bayesian network generator. More...

#include <string>
#include <vector>
#include <agrum/agrum.h>
#include <agrum/KTBN/KTBN.h>
#include <agrum/base/core/utils_random.h>
#include <agrum/KTBN/generator/KTBNGenerator_tpl.h>

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Classes
class	gum::KTBNGenerator< GUM_SCALAR >
	Draws a random k-DBN template (structure and, optionally, CPTs). More...
struct	gum::KTBNGenerator< GUM_SCALAR >::_Arc_
	A (tail, head) endpoint pair, each as (base, slice). More...

Namespaces
namespace	gum
	gum is the global namespace for all aGrUM entities

Variables
template class GUM_PUBLIC_KTBN	gum::KTBNGenerator< double >

Detailed Description

Random k-order dynamic Bayesian network generator.

gum::KTBNGenerator draws a random gum::KTBN template: variables, a legal arc set and (optionally) random CPTs. It is the k-DBN counterpart of gum::SimpleBayesNetGenerator, and exists mainly to build ground-truth models for learning experiments: sample trajectories from the generated model, learn it back, and compare.

Author

Seth AGUILA & Anis KHACEF

Definition in file KTBNGenerator.h.