aGrUM
3.1.1
a C++ library for (probabilistic) graphical models
counterfactual.cpp
Go to the documentation of this file.
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* This file is part of the aGrUM/pyAgrum library. *
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* Copyright (c) 2005-2026 by *
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* - Pierre-Henri WUILLEMIN(_at_LIP6) *
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* - Christophe GONZALES(_at_AMU) *
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* SPDX-FileCopyrightText: Copyright 2005-2026 *
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* - Pierre-Henri WUILLEMIN(_at_LIP6) *
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* - Christophe GONZALES(_at_AMU) *
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#include <
agrum/CM/counterfactual.h
>
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#ifndef GUM_NO_EXTERN_TEMPLATE_CLASS
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namespace
gum
{
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template
class
Counterfactual< double >
;
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template
Tensor< double >
counterfactual< double >
(
const
CausalModel< double >
&,
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const
Set< std::string >
&,
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const
Set< std::string >
&,
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const
HashTable< std::string, std::string >
&,
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const
HashTable< std::string, std::string >
&);
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template
CausalModel< double >
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counterfactualModel< double >
(
const
CausalModel< double >
&,
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const
HashTable< std::string, std::string >
&,
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const
Set< std::string >
&);
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}
// namespace gum
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#endif
gum::CausalModel
A causal model pairing an observational BayesNet with a causal DAG.
Definition
causalModel.h:84
gum::Counterfactual
Computes a counterfactual distribution by building a twin model, then evaluating a causal effect on t...
Definition
counterfactual.h:102
gum::HashTable< std::string, std::string >
gum::Set< std::string >
gum::Tensor
aGrUM's Tensor is a multi-dimensional array with tensor operators.
Definition
tensor.h:85
counterfactual.h
gum
gum is the global namespace for all aGrUM entities
Definition
agrum.h:46
gum::counterfactual< double >
template Tensor< double > counterfactual< double >(const CausalModel< double > &, const Set< std::string > &, const Set< std::string > &, const HashTable< std::string, std::string > &, const HashTable< std::string, std::string > &)
gum::counterfactualModel< double >
template CausalModel< double > counterfactualModel< double >(const CausalModel< double > &, const HashTable< std::string, std::string > &, const Set< std::string > &)