bayesnet::Proposal Class Reference

Inheritance diagram for bayesnet::Proposal:

Public Member Functions
	Proposal (torch::Tensor &pDataset, std::vector< std::string > &features_, std::string &className_)

Protected Member Functions
void	checkInput (const torch::Tensor &X, const torch::Tensor &y)
torch::Tensor	prepareX (torch::Tensor &X)
map< std::string, std::vector< int > >	localDiscretizationProposal (const map< std::string, std::vector< int > > &states, Network &model)
map< std::string, std::vector< int > >	fit_local_discretization (const torch::Tensor &y)

Protected Attributes
torch::Tensor	Xf
torch::Tensor	y
map< std::string, mdlp::CPPFImdlp * >	discretizers

Detailed Description

Definition at line 17 of file Proposal.h.

Constructor & Destructor Documentation

Proposal()

bayesnet::Proposal::Proposal	(	torch::Tensor &	pDataset,
		std::vector< std::string > &	features_,
		std::string &	className_ )

Definition at line 10 of file Proposal.cc.

~Proposal()

bayesnet::Proposal::~Proposal ( )

virtual

Definition at line 11 of file Proposal.cc.

Member Function Documentation

checkInput()

void bayesnet::Proposal::checkInput ( const torch::Tensor & X, const torch::Tensor & y )

protected

Definition at line 17 of file Proposal.cc.

fit_local_discretization()

map< std::string, std::vector< int > > bayesnet::Proposal::fit_local_discretization ( const torch::Tensor & y )

protected

Definition at line 77 of file Proposal.cc.

localDiscretizationProposal()

map< std::string, std::vector< int > > bayesnet::Proposal::localDiscretizationProposal ( const map< std::string, std::vector< int > > & states, Network & model )

protected

Definition at line 26 of file Proposal.cc.

prepareX()

torch::Tensor bayesnet::Proposal::prepareX ( torch::Tensor & X )

protected

Definition at line 104 of file Proposal.cc.

Member Data Documentation

discretizers

map<std::string, mdlp::CPPFImdlp*> bayesnet::Proposal::discretizers

protected

Definition at line 28 of file Proposal.h.

Xf

torch::Tensor bayesnet::Proposal::Xf

protected

Definition at line 26 of file Proposal.h.

y

torch::Tensor bayesnet::Proposal::y

protected

Definition at line 27 of file Proposal.h.

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The documentation for this class was generated from the following files:

• /home/rmontanana/Code/BayesNet/bayesnet/classifiers/Proposal.h
• /home/rmontanana/Code/BayesNet/bayesnet/classifiers/Proposal.cc