Inheritance diagram for bayesnet::SPODE:

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Collaboration diagram for bayesnet::SPODE:

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Public Member Functions
	SPODE (int root)

void	setHyperparameters (const nlohmann::json &hyperparameters_) override

std::vector< std::string >	graph (const std::string &name="SPODE") const override

Public Member Functions inherited from bayesnet::Classifier
	Classifier (Network model)

Classifier &	fit (std::vector< std::vector< int > > &X, std::vector< int > &y, const std::vector< std::string > &features, const std::string &className, std::map< std::string, std::vector< int > > &states, const Smoothing_t smoothing) override

Classifier &	fit (torch::Tensor &X, torch::Tensor &y, const std::vector< std::string > &features, const std::string &className, std::map< std::string, std::vector< int > > &states, const Smoothing_t smoothing) override

Classifier &	fit (torch::Tensor &dataset, const std::vector< std::string > &features, const std::string &className, std::map< std::string, std::vector< int > > &states, const Smoothing_t smoothing) override

Classifier &	fit (torch::Tensor &dataset, const std::vector< std::string > &features, const std::string &className, std::map< std::string, std::vector< int > > &states, const torch::Tensor &weights, const Smoothing_t smoothing) override

void	addNodes ()

int	getNumberOfNodes () const override

int	getNumberOfEdges () const override

int	getNumberOfStates () const override

int	getClassNumStates () const override

torch::Tensor	predict (torch::Tensor &X) override

std::vector< int >	predict (std::vector< std::vector< int > > &X) override

torch::Tensor	predict_proba (torch::Tensor &X) override

std::vector< std::vector< double > >	predict_proba (std::vector< std::vector< int > > &X) override

status_t	getStatus () const override

std::string	getVersion () override

float	score (torch::Tensor &X, torch::Tensor &y) override

float	score (std::vector< std::vector< int > > &X, std::vector< int > &y) override

std::vector< std::string >	show () const override

std::vector< std::string >	topological_order () override

std::vector< std::string >	getNotes () const override

std::string	dump_cpt () const override

Public Member Functions inherited from bayesnet::BaseClassifier
std::vector< std::string > &	getValidHyperparameters ()

Protected Member Functions
void	buildModel (const torch::Tensor &weights) override

Protected Member Functions inherited from bayesnet::Classifier
void	checkFitParameters ()

void	trainModel (const torch::Tensor &weights, const Smoothing_t smoothing) override

void	buildDataset (torch::Tensor &y)

Protected Member Functions inherited from bayesnet::BaseClassifier

Additional Inherited Members
Protected Attributes inherited from bayesnet::Classifier
bool	fitted

unsigned int	m

unsigned int	n

Network	model

Metrics	metrics

std::vector< std::string >	features

std::string	className

std::map< std::string, std::vector< int > >	states

torch::Tensor	dataset

const std::string	CLASSIFIER_NOT_FITTED = "Classifier has not been fitted"

Protected Attributes inherited from bayesnet::BaseClassifier
std::vector< std::string >	validHyperparameters

std::vector< std::string >	notes

status_t	status = NORMAL

Detailed Description

Definition at line 12 of file SPODE.h.

Constructor & Destructor Documentation

◆ SPODE()

bayesnet::SPODE::SPODE ( int root )

explicit

Definition at line 11 of file SPODE.cc.

Member Function Documentation

◆ buildModel()

void bayesnet::SPODE::buildModel ( const torch::Tensor & weights )

overrideprotectedvirtual

Implements bayesnet::Classifier.

Definition at line 25 of file SPODE.cc.

◆ graph()

std::vector< std::string > bayesnet::SPODE::graph ( const std::string & name = "SPODE" ) const

overridevirtual

Implements bayesnet::BaseClassifier.

Definition at line 41 of file SPODE.cc.

◆ setHyperparameters()

void bayesnet::SPODE::setHyperparameters ( const nlohmann::json & hyperparameters_ )

overridevirtual

Reimplemented from bayesnet::Classifier.

Definition at line 16 of file SPODE.cc.

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

/home/rmontanana/Code/BayesNet/bayesnet/classifiers/SPODE.h
/home/rmontanana/Code/BayesNet/bayesnet/classifiers/SPODE.cc

Public Member Functions

Protected Member Functions