BayesNet 1.0.7.
Bayesian Network and basic classifiers Library.
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bayesnet::BaseClassifier Member List

This is the complete list of members for bayesnet::BaseClassifier, including all inherited members.

dump_cpt() const =0 (defined in bayesnet::BaseClassifier)bayesnet::BaseClassifierpure virtual
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)=0 (defined in bayesnet::BaseClassifier)bayesnet::BaseClassifierpure virtual
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)=0 (defined in bayesnet::BaseClassifier)bayesnet::BaseClassifierpure virtual
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)=0 (defined in bayesnet::BaseClassifier)bayesnet::BaseClassifierpure virtual
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)=0 (defined in bayesnet::BaseClassifier)bayesnet::BaseClassifierpure virtual
getClassNumStates() const =0 (defined in bayesnet::BaseClassifier)bayesnet::BaseClassifierpure virtual
getNotes() const =0 (defined in bayesnet::BaseClassifier)bayesnet::BaseClassifierpure virtual
getNumberOfEdges() const =0 (defined in bayesnet::BaseClassifier)bayesnet::BaseClassifierpure virtual
getNumberOfNodes() const =0 (defined in bayesnet::BaseClassifier)bayesnet::BaseClassifierpure virtual
getNumberOfStates() const =0 (defined in bayesnet::BaseClassifier)bayesnet::BaseClassifierpure virtual
getStatus() const =0 (defined in bayesnet::BaseClassifier)bayesnet::BaseClassifierpure virtual
getValidHyperparameters() (defined in bayesnet::BaseClassifier)bayesnet::BaseClassifierinline
getVersion()=0 (defined in bayesnet::BaseClassifier)bayesnet::BaseClassifierpure virtual
graph(const std::string &title="") const =0 (defined in bayesnet::BaseClassifier)bayesnet::BaseClassifierpure virtual
notes (defined in bayesnet::BaseClassifier)bayesnet::BaseClassifierprotected
predict(torch::Tensor &X)=0 (defined in bayesnet::BaseClassifier)bayesnet::BaseClassifierpure virtual
predict(std::vector< std::vector< int > > &X)=0 (defined in bayesnet::BaseClassifier)bayesnet::BaseClassifierpure virtual
predict_proba(torch::Tensor &X)=0 (defined in bayesnet::BaseClassifier)bayesnet::BaseClassifierpure virtual
predict_proba(std::vector< std::vector< int > > &X)=0 (defined in bayesnet::BaseClassifier)bayesnet::BaseClassifierpure virtual
score(std::vector< std::vector< int > > &X, std::vector< int > &y)=0 (defined in bayesnet::BaseClassifier)bayesnet::BaseClassifierpure virtual
score(torch::Tensor &X, torch::Tensor &y)=0 (defined in bayesnet::BaseClassifier)bayesnet::BaseClassifierpure virtual
setHyperparameters(const nlohmann::json &hyperparameters)=0 (defined in bayesnet::BaseClassifier)bayesnet::BaseClassifierpure virtual
show() const =0 (defined in bayesnet::BaseClassifier)bayesnet::BaseClassifierpure virtual
status (defined in bayesnet::BaseClassifier)bayesnet::BaseClassifierprotected
topological_order()=0 (defined in bayesnet::BaseClassifier)bayesnet::BaseClassifierpure virtual
trainModel(const torch::Tensor &weights, const Smoothing_t smoothing)=0 (defined in bayesnet::BaseClassifier)bayesnet::BaseClassifierprotectedpure virtual
validHyperparameters (defined in bayesnet::BaseClassifier)bayesnet::BaseClassifierprotected
~BaseClassifier()=default (defined in bayesnet::BaseClassifier)bayesnet::BaseClassifiervirtual