doAST.h File Reference

Abstract Syntax Tree (AST) for algebraic probability expressions used in do-Calculus. More...

#include <map>
#include <memory>
#include <set>
#include <string>
#include <vector>
#include <agrum/agrum.h>
#include <agrum/BN/IBayesNet.h>
#include <string_view>
#include <agrum/CM/tools/doAST_tpl.h>

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Classes
class	gum::ASTtree< GUM_SCALAR >
	Root abstract node for the AST of algebraic expressions. More...
class	gum::ASTBinaryOp< GUM_SCALAR >
	Base class for binary algebraic operators (e.g., +, -, ×, ÷). More...
class	gum::ASTplus< GUM_SCALAR >
	Sum of two AST sub-expressions. More...
class	gum::ASTminus< GUM_SCALAR >
	Difference of two AST sub-expressions (left minus right). More...
class	gum::ASTmult< GUM_SCALAR >
	Elementwise product of two AST sub-expressions. More...
class	gum::ASTdiv< GUM_SCALAR >
	Elementwise division of two AST sub-expressions (left / right). More...
class	gum::ASTposteriorProba< GUM_SCALAR >
	Posterior probability term ( \mathbb{P}_{bn}(\mathrm{vars}\mid\mathrm{knw}) ). More...
class	gum::ASTjointProba< GUM_SCALAR >
	Joint probability term ( \mathbb{P}(\mathrm{vars}) ) in an observational BN. More...
class	gum::ASTsum< GUM_SCALAR >
	Summation (marginalization) over one or more variables. More...

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

Functions
template<GUM_Numeric GUM_SCALAR>
std::unique_ptr< ASTtree< GUM_SCALAR > >	gum::productOfTrees (std::vector< std::unique_ptr< ASTtree< GUM_SCALAR > > > &&lterms)
	Build a product AST from a list of terms.
template std::unique_ptr< ASTtree< double > >	gum::productOfTrees< double > (std::vector< std::unique_ptr< ASTtree< double > > > &&)

Detailed Description

Abstract Syntax Tree (AST) for algebraic probability expressions used in do-Calculus.

Definition in file doAST.h.