List of all items

Structs

• adversarial::AdversarialConfig
• adversarial::AdversarialMultiTaskNetwork
• adversarial::AdversarialMultiTaskNetworkTrained
• adversarial::GradientReversalConfig
• adversarial::TaskDiscriminator
• chains::BayesianClassifierChain
• chains::BayesianClassifierChainTrained
• chains::ClassifierChain
• chains::ClassifierChainTrained
• chains::EnsembleOfChains
• chains::EnsembleOfChainsTrained
• chains::RegressorChain
• chains::RegressorChainTrained
• classification::CalibratedBinaryRelevance
• classification::CalibratedBinaryRelevanceTrained
• classification::CostMatrix
• classification::CostSensitiveBinaryRelevance
• classification::CostSensitiveBinaryRelevanceTrained
• classification::MLkNN
• classification::MLkNNTrained
• classification::RandomLabelCombinations
• classification::SimpleBinaryModel
• core::MultiOutputClassifier
• core::MultiOutputClassifierTrained
• core::MultiOutputRegressor
• core::MultiOutputRegressorTrained
• correlation::CITestResult
• correlation::CITestResults
• correlation::ConditionalIndependenceTester
• correlation::ConditionalMeasure
• correlation::CopulaAnalysis
• correlation::CopulaBasedModelingAnalyzer
• correlation::CopulaModel
• correlation::CorrelationAnalysis
• correlation::DependenceMeasures
• correlation::DependencyGraph
• correlation::DependencyGraphBuilder
• correlation::EmpiricalCopula
• correlation::GoodnessOfFit
• correlation::GraphStatistics
• correlation::MarginalDistribution
• correlation::OutputCorrelationAnalyzer
• correlation::TailDependence
• ensemble::GradientBoostingMultiOutput
• ensemble::GradientBoostingMultiOutputTrained
• ensemble::WeakLearner
• hierarchical::CostSensitiveHierarchicalClassifier
• hierarchical::CostSensitiveHierarchicalClassifierTrained
• hierarchical::GraphNeuralNetwork
• hierarchical::GraphNeuralNetworkTrained
• hierarchical::OntologyAwareClassifier
• hierarchical::OntologyAwareClassifierTrained
• label_analysis::CombinationInfo
• label_analysis::LabelAnalysisResults
• metrics::ConfidenceInterval
• metrics::PerLabelMetrics
• metrics::StatisticalTestResult
• mlp::MultiOutputMLP
• mlp::MultiOutputMLPTrained
• multi_label::BinaryRelevance
• multi_label::BinaryRelevanceTrained
• multi_label::LabelPowerset
• multi_label::LabelPowersetTrained
• multi_label::OneVsRestClassifier
• multi_label::OneVsRestClassifierTrained
• multi_label::PrunedLabelPowerset
• multi_label::PrunedLabelPowersetTrained
• multitask::MultiTaskNeuralNetwork
• multitask::MultiTaskNeuralNetworkTrained
• neighbors::IBLR
• neighbors::IBLRTrained
• optimization::evolutionary_multi_objective::GenerationStats
• optimization::evolutionary_multi_objective::Individual
• optimization::evolutionary_multi_objective::NSGAII
• optimization::evolutionary_multi_objective::OptimizationResult
• optimization::joint_loss_optimization::JointLossConfig
• optimization::joint_loss_optimization::JointLossOptimizer
• optimization::joint_loss_optimization::JointLossOptimizerTrained
• optimization::multi_objective_optimization::MultiObjectiveConfig
• optimization::multi_objective_optimization::MultiObjectiveOptimizer
• optimization::multi_objective_optimization::MultiObjectiveOptimizerTrained
• optimization::multi_objective_optimization::ParetoSolution
• optimization::nsga2_algorithms::NSGA2Config
• optimization::nsga2_algorithms::NSGA2Optimizer
• optimization::nsga2_algorithms::NSGA2OptimizerTrained
• optimization::scalarization_methods::ScalarizationConfig
• optimization::scalarization_methods::ScalarizationOptimizer
• optimization::scalarization_methods::ScalarizationOptimizerTrained
• performance::EarlyStopping
• performance::EarlyStoppingConfig
• performance::PredictionCache
• performance::WarmStartRegressor
• performance::WarmStartRegressorConfig
• performance::WarmStartRegressorTrained
• probabilistic::types::Axis
• probabilistic::types::BayesianMultiOutputConfig
• probabilistic::types::BayesianMultiOutputModel
• probabilistic::types::BayesianMultiOutputModelTrained
• probabilistic::types::EnsembleBayesianConfig
• probabilistic::types::EnsembleBayesianModel
• probabilistic::types::EnsembleBayesianModelTrained
• probabilistic::types::GaussianProcessMultiOutput
• probabilistic::types::GaussianProcessMultiOutputTrained
• probabilistic::types::PhantomData
• probabilistic::types::PosteriorDistribution
• probabilistic::types::PredictionWithUncertainty
• probabilistic::types::RandNormal
• probabilistic::types::Untrained
• ranking::BinaryClassifierModel
• ranking::IndependentLabelPrediction
• ranking::IndependentLabelPredictionTrained
• recurrent::RecurrentNeuralNetwork
• recurrent::RecurrentNeuralNetworkTrained
• regularization::MultiTaskElasticNet
• regularization::MultiTaskElasticNetTrained
• regularization::group_lasso::GroupLasso
• regularization::group_lasso::GroupLassoTrained
• regularization::meta_learning::MetaLearningMultiTask
• regularization::meta_learning::MetaLearningMultiTaskTrained
• regularization::nuclear_norm::NuclearNormRegression
• regularization::nuclear_norm::NuclearNormRegressionTrained
• regularization::task_clustering::TaskClusteringRegressionTrained
• regularization::task_clustering::TaskClusteringRegularization
• regularization::task_relationship::TaskRelationshipLearning
• regularization::task_relationship::TaskRelationshipLearningTrained
• sequence::FeatureFunction
• sequence::HiddenMarkovModel
• sequence::HiddenMarkovModelTrained
• sequence::MaximumEntropyMarkovModel
• sequence::MaximumEntropyMarkovModelTrained
• sequence::StructuredPerceptron
• sequence::StructuredPerceptronTrained
• sparse_storage::CSRMatrix
• sparse_storage::MemoryUsage
• sparse_storage::SparseMultiOutput
• sparse_storage::SparseMultiOutputTrained
• sparse_storage::SparsityAnalysis
• sparse_storage::StorageRecommendation
• streaming::IncrementalMultiOutputRegression
• streaming::IncrementalMultiOutputRegressionConfig
• streaming::IncrementalMultiOutputRegressionTrained
• streaming::StreamingMultiOutput
• streaming::StreamingMultiOutputConfig
• streaming::StreamingMultiOutputTrained
• svm::MLTSVM
• svm::MLTSVMTrained
• svm::MultiOutputSVM
• svm::MultiOutputSVMTrained
• svm::RankSVM
• svm::RankSVMTrained
• svm::RankingSVMModel
• svm::SVMModel
• svm::TwinSVMModel
• transfer_learning::ContinualLearning
• transfer_learning::ContinualLearningTrained
• transfer_learning::CrossTaskTransferLearning
• transfer_learning::CrossTaskTransferLearningTrained
• transfer_learning::DomainAdaptation
• transfer_learning::DomainAdaptationTrained
• transfer_learning::KnowledgeDistillation
• transfer_learning::KnowledgeDistillationTrained
• transfer_learning::ProgressiveTransferLearning
• transfer_learning::ProgressiveTransferLearningTrained
• tree::ClassificationDecisionNode
• tree::MultiTargetDecisionTreeClassifier
• tree::MultiTargetDecisionTreeClassifierTrained
• tree::MultiTargetRegressionTree
• tree::MultiTargetRegressionTreeTrained
• tree::RandomForestMultiOutput
• tree::RandomForestMultiOutputTrained
• tree::TreeStructuredPredictor
• tree::TreeStructuredPredictorTrained
• utilities::CLARE
• utilities::CLARETrained
• utils::BayesianBinaryModel
• utils::CostMatrix
• utils::SimpleBinaryModel
• utils::SimpleLinearClassifier

Enums

• activation::ActivationFunction
• adversarial::AdversarialStrategy
• adversarial::LambdaSchedule
• chains::ChainMethod
• classification::CalibrationMethod
• classification::DistanceMetric
• correlation::CITestMethod
• correlation::CopulaParameters
• correlation::CopulaType
• correlation::CorrelationType
• correlation::DependencyMethod
• hierarchical::AggregationFunction
• hierarchical::ConsistencyEnforcement
• hierarchical::CostStrategy
• hierarchical::MessagePassingVariant
• loss::LossFunction
• multi_label::PruningStrategy
• multitask::TaskBalancing
• neighbors::WeightFunction
• optimization::joint_loss_optimization::LossCombination
• optimization::joint_loss_optimization::LossFunction
• optimization::nsga2_algorithms::NSGA2Algorithm
• optimization::scalarization_methods::ScalarizationMethod
• probabilistic::types::EnsembleStrategy
• probabilistic::types::InferenceMethod
• probabilistic::types::KernelFunction
• probabilistic::types::PriorDistribution
• probabilistic::types::SklearsError
• ranking::ThresholdStrategy
• recurrent::CellType
• recurrent::SequenceMode
• regularization::RegularizationStrategy
• regularization::task_relationship::TaskSimilarityMethod
• sequence::FeatureType
• svm::SVMKernel
• svm::ThresholdStrategy
• tree::ClassificationCriterion
• tree::DAGInferenceMethod
• utils::CalibrationMethod
• utils::ClassificationCriterion
• utils::PruningStrategy
• utils::ReconstructionMethod
• utils::ThresholdStrategy

Traits

• probabilistic::functions::ArrayDeterminant
• probabilistic::functions::ArrayInverse
• probabilistic::types::Estimator
• probabilistic::types::Fit
• probabilistic::types::Predict
• probabilistic::types::Rng
• probabilistic::types::RngExt

Macros

• probabilistic::types::s

Functions

• label_analysis::analyze_combinations
• label_analysis::find_singleton_labels
• label_analysis::get_combinations_by_cardinality
• label_analysis::get_rare_combinations
• label_analysis::label_cooccurrence_matrix
• label_analysis::label_correlation_matrix
• label_analysis::label_frequency_distribution
• metrics::average_precision_score
• metrics::confidence_interval
• metrics::coverage_error
• metrics::f1_score
• metrics::hamming_loss
• metrics::jaccard_score
• metrics::label_ranking_average_precision
• metrics::mcnemar_test
• metrics::one_error
• metrics::paired_t_test
• metrics::per_label_metrics
• metrics::precision_score_micro
• metrics::ranking_loss
• metrics::recall_score_micro
• metrics::subset_accuracy
• metrics::wilcoxon_signed_rank_test
• probabilistic::types::thread_rng
• regularization::simd_ops::simd_coefficient_update
• regularization::simd_ops::simd_dot_product
• regularization::simd_ops::simd_frobenius_norm
• regularization::simd_ops::simd_group_norm
• regularization::simd_ops::simd_l1_norm
• regularization::simd_ops::simd_l2_norm
• regularization::simd_ops::simd_max_change
• regularization::simd_ops::simd_nuclear_norm_penalty
• regularization::simd_ops::simd_residuals
• regularization::simd_ops::simd_soft_threshold
• regularization::simd_ops::simd_task_similarity
• regularization::simd_ops::simd_trace
• sparse_storage::sparse_utils::analyze_output_sparsity
• sparse_storage::sparse_utils::recommend_sparse_storage
• tree::build_classification_tree
• tree::calculate_classification_metrics
• tree::predict_classification_probabilities
• tree::predict_classification_sample
• utils::compute_cost_sensitive_weights
• utils::euclidean_distance
• utils::generate_random_projection_matrix
• utils::iterative_thresholding_reconstruction
• utils::omp_reconstruction
• utils::predict_bayesian_binary
• utils::predict_bayesian_mean
• utils::predict_bayesian_uncertainty
• utils::predict_binary_probabilities
• utils::predict_simple_linear
• utils::random_normal
• utils::reconstruct_labels
• utils::solve_least_squares_subset
• utils::solve_linear_system
• utils::standardize_features_simple
• utils::train_bayesian_binary_classifier
• utils::train_binary_classifier
• utils::train_simple_linear_classifier
• utils::train_weighted_binary_classifier_simple

Type Aliases

• mlp::MultiOutputMLPClassifier
• mlp::MultiOutputMLPRegressor
• probabilistic::types::Array1
• probabilistic::types::Array2
• probabilistic::types::Array3
• probabilistic::types::ArrayView1
• probabilistic::types::ArrayView2
• probabilistic::types::Float
• probabilistic::types::SklResult