List of all items

Structs

• automl::AutoMLFactory
• automl::AutoMLFactoryConfig
• automl::advanced_optimizer::AdvancedHyperparameterOptimizer
• automl::advanced_optimizer::EarlyStoppingConfig
• automl::automl_core::AutoMLResults
• automl::automl_core::AutoMLSummary
• automl::automl_core::AutomatedFeatureSelectionPipeline
• automl::automl_core::ComputationalBudget
• automl::automl_core::CorrelationStructure
• automl::automl_core::DataCharacteristics
• automl::automl_core::PipelineConfig
• automl::benchmark_framework::AutoMLBenchmark
• automl::benchmark_framework::BenchmarkDataset
• automl::benchmark_framework::BenchmarkResults
• automl::benchmark_framework::DetailedBenchmarkResults
• automl::benchmark_framework::ErrorAnalysis
• automl::benchmark_framework::ImprovementRatios
• automl::benchmark_framework::MethodComparison
• automl::benchmark_framework::OptimizationDetails
• automl::benchmark_framework::PerformanceMetrics
• automl::data_analyzer::DataAnalyzer
• automl::hyperparameter_optimizer::HyperparameterOptimizer
• automl::hyperparameter_optimizer::OptimizedMethod
• automl::hyperparameter_optimizer::TrainedMethod
• automl::method_selector::MethodSelector
• automl::pipeline_optimizer::AutoMLResults
• automl::pipeline_optimizer::AutoMLSummary
• automl::pipeline_optimizer::MethodInfo
• automl::pipeline_optimizer::MethodPerformance
• automl::pipeline_optimizer::OptimalPipeline
• automl::pipeline_optimizer::PipelineConfig
• automl::pipeline_optimizer::PipelineConfigResult
• automl::pipeline_optimizer::PipelineOptimizer
• automl::pipeline_optimizer::TrainedOptimalPipeline
• automl::preprocessing_integration::PreprocessingIntegration
• bayesian::BayesianModelAveraging
• bayesian::BayesianVariableSelector
• benchmark::BenchmarkConfig
• benchmark::BenchmarkDataset
• benchmark::BenchmarkResult
• benchmark::BenchmarkSuiteResults
• benchmark::DatasetProperties
• benchmark::DatasetRanking
• benchmark::EvaluationMetrics
• benchmark::ExecutionSummary
• benchmark::FeatureMetrics
• benchmark::FeatureSelectionBenchmark
• benchmark::ImportanceDistribution
• benchmark::MethodRanking
• benchmark::PerformanceSummary
• benchmark::RandomSelectionMethod
• benchmark::StatisticalAnalysis
• benchmark::UnivariateFilterMethod
• comprehensive_benchmark::BenchmarkConfiguration
• comprehensive_benchmark::BenchmarkDataset
• comprehensive_benchmark::BenchmarkMethod
• comprehensive_benchmark::BenchmarkRecommendations
• comprehensive_benchmark::BenchmarkSummary
• comprehensive_benchmark::ComprehensiveBenchmarkResults
• comprehensive_benchmark::ComprehensiveBenchmarkSuite
• comprehensive_benchmark::ConvergenceInfo
• comprehensive_benchmark::CorrelationAnalysis
• comprehensive_benchmark::DatasetMetadata
• comprehensive_benchmark::DetailedMethodResult
• comprehensive_benchmark::ErrorAnalysis
• comprehensive_benchmark::ExecutionMetadata
• comprehensive_benchmark::StatisticalAnalysis
• comprehensive_benchmark::SystemInfo
• comprehensive_benchmark::TheoreticalProperties
• domain_benchmark::BenchmarkConfig
• domain_benchmark::BenchmarkResult
• domain_benchmark::BenchmarkSuite
• domain_benchmark::BenchmarkSummary
• domain_benchmark::DomainBenchmarkFramework
• domain_specific::advanced_nlp::AdvancedNLPFeatureSelector
• domain_specific::advanced_nlp::AdvancedNLPFeatureSelectorBuilder
• domain_specific::advanced_nlp::Trained
• domain_specific::advanced_nlp::Untrained
• domain_specific::bioinformatics::types::Axis
• domain_specific::bioinformatics::types::BioinformaticsFeatureSelector
• domain_specific::bioinformatics::types::BioinformaticsFeatureSelectorBuilder
• domain_specific::bioinformatics::types::HashMap
• domain_specific::bioinformatics::types::PhantomData
• domain_specific::bioinformatics::types::Trained
• domain_specific::bioinformatics::types::Untrained
• domain_specific::finance::types::FinanceFeatureSelector
• domain_specific::finance::types::FinanceFeatureSelectorBuilder
• domain_specific::finance::types::Trained
• domain_specific::finance::types::Untrained
• domain_specific::graph_features::GraphFeatureSelector
• domain_specific::graph_features::GraphFeatureSelectorBuilder
• domain_specific::graph_features::Trained
• domain_specific::graph_features::Untrained
• domain_specific::image_features::ImageFeatureSelector
• domain_specific::multi_modal::MultiModalFeatureSelector
• domain_specific::multi_modal::MultiModalFeatureSelectorBuilder
• domain_specific::multi_modal::Trained
• domain_specific::multi_modal::Untrained
• domain_specific::text_features::TextFeatureSelector
• domain_specific::time_series::TimeSeriesSelector
• embedded::ConsensusFeatureSelector
• embedded::ConsensusThresholdParams
• embedded::MultiTaskFeatureSelector
• embedded::StabilitySelector
• ensemble_selectors::BootstrapSelector
• ensemble_selectors::BorutaSelector
• ensemble_selectors::EnsembleFeatureRanking
• ensemble_selectors::TreeImportanceSelector
• ensemble_selectors::UnivariateSelector
• evaluation::BayesianEvaluation
• evaluation::BenchmarkSuite
• evaluation::CausalFeatureEvaluation
• evaluation::ChiSquareScoring
• evaluation::ComparativeAnalysis
• evaluation::ComprehensiveQualityAssessment
• evaluation::ConsensusMetrics
• evaluation::ConsistencyIndex
• evaluation::CorrelationRedundancy
• evaluation::CorrelationScoring
• evaluation::DiceSimilarity
• evaluation::DiversityIndex
• evaluation::DiversityMatrix
• evaluation::DomainSpecificEvaluation
• evaluation::EnsembleDiversity
• evaluation::FStatisticScoring
• evaluation::FeatureImportancePlots
• evaluation::FeatureInteractionAnalysis
• evaluation::FeatureSelectionBenchmark
• evaluation::FeatureSetDiversityMeasures
• evaluation::FeatureSetVisualization
• evaluation::FeatureSpacing
• evaluation::FeatureStabilityMetrics
• evaluation::GroupKFold
• evaluation::HigherOrderInteractions
• evaluation::InformationGainScoring
• evaluation::InnerCVResult
• evaluation::InteractionStrength
• evaluation::InterpretabilityMetrics
• evaluation::JaccardSimilarity
• evaluation::MethodComparison
• evaluation::MetricsAggregator
• evaluation::ModelComplexity
• evaluation::MultiCriteriaEvaluation
• evaluation::MultipleComparisonsCorrection
• evaluation::MutualInformationRedundancy
• evaluation::NestedCVResults
• evaluation::NestedCrossValidation
• evaluation::NoiseResistance
• evaluation::OnlineEvaluation
• evaluation::OutlierSensitivity
• evaluation::OverlapCoefficient
• evaluation::PairwiseInteractions
• evaluation::ParameterSensitivity
• evaluation::PerformanceRanking
• evaluation::PermutationTests
• evaluation::PowerAnalysis
• evaluation::PredictivePerformance
• evaluation::QualityAssessment
• evaluation::QualityAssessmentResult
• evaluation::RankAggregation
• evaluation::RedundancyAssessment
• evaluation::RedundancyHeatmaps
• evaluation::RedundancyMatrix
• evaluation::RedundancyMeasures
• evaluation::RelevanceAssessment
• evaluation::RelevanceScoring
• evaluation::ReliefScoring
• evaluation::RepeatedKFold
• evaluation::RobustnessEvaluation
• evaluation::SelectionFrequencyCharts
• evaluation::SelectionQuality
• evaluation::SignificanceAnalysis
• evaluation::StabilityMeasures
• evaluation::StabilityPlots
• evaluation::StabilityUnderPerturbation
• evaluation::StatisticalTesting
• evaluation::StratifiedKFold
• evaluation::SynergyDetection
• evaluation::TimeSeriesSplit
• evaluation::TransferLearningEvaluation
• evaluation::VarianceInflationFactor
• evaluation::WeightedAveraging
• filter::CompressedSensingSelector
• filter::CompressedSensingSelectorTrained
• filter::CorrelationThreshold
• filter::CorrelationThresholdTrained
• filter::FilterConfig
• filter::FilterResults
• filter::GenericUnivariateSelect
• filter::GenericUnivariateSelectTrained
• filter::HighDimensionalInference
• filter::HighDimensionalInferenceTrained
• filter::ImbalancedDataSelector
• filter::ImbalancedDataSelectorTrained
• filter::KnockoffSelector
• filter::KnockoffSelectorTrained
• filter::RReliefF
• filter::RReliefFTrained
• filter::Relief
• filter::ReliefF
• filter::ReliefFTrained
• filter::ReliefTrained
• filter::SelectFdr
• filter::SelectFdrTrained
• filter::SelectFpr
• filter::SelectFprTrained
• filter::SelectFwe
• filter::SelectFweTrained
• filter::SelectKBest
• filter::SelectKBestParallel
• filter::SelectKBestParallelTrained
• filter::SelectKBestTrained
• filter::SelectPercentile
• filter::SelectPercentileTrained
• filter::SureIndependenceScreening
• filter::SureIndependenceScreeningTrained
• filter::VarianceThreshold
• filter::VarianceThresholdTrained
• fluent_api::FeatureSelectionBuilder
• fluent_api::FluentConfig
• fluent_api::FluentSelectionResult
• fluent_api::StepResult
• genetic_optimization::types::CostSensitiveObjective
• genetic_optimization::types::FairnessAwareObjective
• genetic_optimization::types::FeatureCountObjective
• genetic_optimization::types::FeatureDiversityObjective
• genetic_optimization::types::FeatureImportanceObjective
• genetic_optimization::types::GeneticSelector
• genetic_optimization::types::Individual
• genetic_optimization::types::KFold
• genetic_optimization::types::MultiObjectiveFeatureSelector
• genetic_optimization::types::PredictivePerformanceObjective
• group_selection::GraphStructuredSparsitySelector
• group_selection::GroupLassoSelector
• group_selection::HierarchicalStructuredSparsitySelector
• group_selection::OverlappingGroupSparsitySelector
• group_selection::SparseGroupLassoSelector
• hierarchical::FeatureHierarchy
• hierarchical::HierarchicalFeatureSelector
• hierarchical::HierarchyNode
• hierarchical::MultiLevelHierarchicalSelector
• ml_based::AttentionFeatureSelector
• ml_based::MetaLearningFeatureSelector
• ml_based::NeuralFeatureSelector
• ml_based::RLFeatureSelector
• multi_label::LabelSpecificSelector
• multi_label::MultiLabelFeatureSelector
• optimization::ADMMFeatureSelector
• optimization::ConvexFeatureSelector
• optimization::IntegerProgrammingFeatureSelector
• optimization::ProximalGradientSelector
• optimization::SemidefiniteFeatureSelector
• parallel::ParallelCorrelationComputer
• parallel::ParallelFeatureRanker
• parallel::ParallelSelectionUtils
• parallel::ParallelUnivariateRegressionScorer
• parallel::ParallelUnivariateScorer
• parallel::ParallelVarianceComputer
• performance::CacheFriendlyMatrix
• performance::ColumnIterator
• performance::MemoryEfficientSelector
• performance::ParallelSelector
• performance::PerformanceProfiler
• performance::PerformanceReport
• performance::SIMDStats
• pipeline::types::types::FeatureMapping
• pipeline::types::types::ImputerParams
• pipeline::types::types::MinMaxScalerConfig
• pipeline::types::types::MinMaxScalerParams
• pipeline::types::types::OptimizationConfiguration
• pipeline::types::types::OutlierConfig
• pipeline::types::types::OutlierParams
• pipeline::types::types::PipelineInfo
• pipeline::types::types::PipelineMetadata
• pipeline::types::types::PowerParams
• pipeline::types::types::QuantileParams
• pipeline::types::types::RobustScalerConfig
• pipeline::types::types::RobustScalerParams
• pipeline::types::types::ScalerParams
• pipeline::types::types::StandardScalerConfig
• pipeline::types::types::Trained
• pipeline::types::types::TransformationStep
• pipeline::types::types::ValidationResults
• pipeline::types::types_2::FeatureSelectionPipeline
• pipeline::types::types_2::ImputerConfig
• pipeline::types::types_2::PipelineConfiguration
• pipeline::types::types_2::PowerTransformerConfig
• pipeline::types::types_2::QuantileTransformerConfig
• pipeline::types::types_2::TrainedStep
• pipeline::types::types_2::Untrained
• plugin::LoggingMiddleware
• plugin::PerformanceMetrics
• plugin::PerformanceMiddleware
• plugin::PipelineResult
• plugin::PluginContext
• plugin::PluginMetadata
• plugin::PluginPipeline
• plugin::PluginRegistry
• plugin::PluginResult
• plugin::StepResult
• plugin::builtin::CorrelationScoring
• plugin::builtin::NormalizationTransform
• plugin::builtin::VarianceThresholdPlugin
• regularization_selectors::ElasticNetSelector
• regularization_selectors::LassoSelector
• regularization_selectors::RidgeSelector
• spectral::KernelFeatureSelector
• spectral::LaplacianScoreSelector
• spectral::ManifoldFeatureSelector
• spectral::SpectralFeatureSelector
• streaming::ConceptDriftAwareSelector
• streaming::OnlineFeatureSelector
• streaming::StreamingFeatureImportance
• tree_based_selectors::DecisionStump
• tree_based_selectors::GradientBoostingSelector
• tree_based_selectors::TreeImportanceSelector
• tree_based_selectors::TreeSelector
• type_safe::CorrelationSelector
• type_safe::DynamicFeatureMatrix
• type_safe::False
• type_safe::FeatureCountValidator
• type_safe::FeatureIndex
• type_safe::FeatureMask
• type_safe::FeatureMatrix
• type_safe::RuntimeFeatureIndex
• type_safe::True
• type_safe::TypeSafeSelectionPipeline
• type_safe::TypeSafeSelectorWrapper
• type_safe::UnivariateSelector
• type_safe::VarianceThresholdSelector
• type_safe::data_states::Optimized
• type_safe::data_states::Trained
• type_safe::data_states::Untrained
• type_safe::data_states::Validated
• type_safe::selection_types::Deterministic
• type_safe::selection_types::Embedded
• type_safe::selection_types::Filter
• type_safe::selection_types::Multivariate
• type_safe::selection_types::Stochastic
• type_safe::selection_types::Supervised
• type_safe::selection_types::Univariate
• type_safe::selection_types::Unsupervised
• type_safe::selection_types::Wrapper
• validation::DistributionalPropertyTest
• validation::PermutationSignificanceTest
• validation::RobustnessTest
• validation::SelectionConsistencyTest
• validation::StatisticalValidationFramework
• validation::StatisticalValidationResults
• wrapper::KFold
• wrapper::RFE
• wrapper::RFECV
• wrapper::RFECVResults
• wrapper::SelectFromModel
• wrapper::SequentialFeatureSelector

Enums

• automl::advanced_optimizer::OptimizationStrategy
• automl::automl_core::AutoMLError
• automl::automl_core::AutoMLMethod
• automl::automl_core::TargetType
• automl::automl_core::ValidationStrategy
• automl::benchmark_framework::BenchmarkMetric
• automl::benchmark_framework::DatasetType
• automl::benchmark_framework::DifficultyLevel
• automl::hyperparameter_optimizer::MethodConfig
• automl::pipeline_optimizer::ValidationStrategy
• automl::preprocessing_integration::DimensionalityReduction
• automl::preprocessing_integration::FeatureEngineering
• automl::preprocessing_integration::MissingValueStrategy
• automl::preprocessing_integration::OutlierHandling
• automl::preprocessing_integration::ScalerType
• bayesian::BayesianInferenceMethod
• bayesian::PriorType
• benchmark::BenchmarkError
• benchmark::CorrelationStructure
• benchmark::FeatureType
• benchmark::TaskType
• comprehensive_benchmark::BenchmarkMetric
• comprehensive_benchmark::ComplexityClass
• comprehensive_benchmark::CorrelationStructure
• comprehensive_benchmark::DatasetDomain
• comprehensive_benchmark::MethodCategory
• comprehensive_benchmark::TaskType
• domain_specific::Domain
• domain_specific::advanced_nlp::NLPStrategy
• domain_specific::bioinformatics::types::BioinformaticsStrategy
• domain_specific::bioinformatics::types::SklearsError
• domain_specific::finance::types::FinanceStrategy
• embedded::ConsensusMethod
• ensemble_selectors::AggregationMethod
• ensemble_selectors::UnivariateMethod
• filter::CompressedSensingAlgorithm
• filter::FilterError
• filter::ImbalancedStrategy
• filter::InferenceMethod
• filter::KnockoffType
• fluent_api::SelectionStep
• genetic_optimization::types::FairnessMetric
• genetic_optimization::types::MultiObjectiveMethod
• hierarchical::HierarchicalSelectionStrategy
• hierarchical::ScoreAggregation
• multi_label::AggregateMethod
• multi_label::MultiLabelStrategy
• performance::MatrixLayout
• pipeline::types::types::BinningStrategy
• pipeline::types::types::CorrelationMethod
• pipeline::types::types::Distribution
• pipeline::types::types::ErrorHandling
• pipeline::types::types::FeatureOrigin
• pipeline::types::types::ICAAlgorithm
• pipeline::types::types::ImputationStrategy
• pipeline::types::types::LoggingLevel
• pipeline::types::types::MemoryOptimization
• pipeline::types::types::MissingValueIndicator
• pipeline::types::types::ModelEstimator
• pipeline::types::types::ModelSelectionStep
• pipeline::types::types::OutlierMethod
• pipeline::types::types::PowerMethod
• pipeline::types::types::PrefetchStrategy
• pipeline::types::types::PreprocessingStep
• pipeline::types::types::RFEEstimator
• pipeline::types::types::SVDAlgorithm
• pipeline::types::types::SVDSolver
• pipeline::types::types::SelectionCount
• pipeline::types::types::SelectionMethod
• pipeline::types::types::SelectionThreshold
• pipeline::types::types::StepwiseDirection
• pipeline::types::types::TransformationType
• pipeline::types::types::TreeEstimatorType
• pipeline::types::types::UnivariateMethod
• pipeline::types::types::UnivariateScoreFunction
• pipeline::types::types::ValidationStrategy
• pipeline::types::types::WindowStatistic
• pipeline::types::types_2::AcquisitionFunction
• pipeline::types::types_2::CachingStrategy
• pipeline::types::types_2::DimensionalityReductionStep
• pipeline::types::types_2::DistanceMetric
• pipeline::types::types_2::FeatureEngineeringStep
• pipeline::types::types_2::ImportanceGetter
• pipeline::types::types_2::ScoringMetric
• pipeline::types::types_2::StepParameters
• plugin::ComputationalComplexity
• plugin::LogLevel
• plugin::MemoryComplexity
• plugin::PipelineStep
• spectral::GraphConstructionMethod
• spectral::KernelType
• spectral::ManifoldMethod
• type_safe::MethodParameters
• type_safe::UnivariateScoreFunction

Traits

• base::FeatureSelector
• base::SelectorMixin
• benchmark::BenchmarkableMethod
• domain_specific::bioinformatics::types::Estimator
• domain_specific::bioinformatics::types::Fit
• domain_specific::bioinformatics::types::Transform
• ensemble_selectors::SelectorFunction
• genetic_optimization::functions::ObjectiveFunction
• genetic_optimization::types::CrossValidator
• parallel::ParallelFeatureEvaluator
• plugin::FeatureSelectionPlugin
• plugin::PluginMiddleware
• plugin::ScoringFunction
• plugin::TransformationFunction
• tree_based_selectors::TreeImportance
• type_safe::TypeBool
• type_safe::TypeSafeFeatureSelection
• type_safe::TypeSafeSelector
• type_safe::ZeroCostTransform
• wrapper::CrossValidator
• wrapper::FeatureImportance
• wrapper::HasCoefficients
• wrapper::IndexableTarget

Macros

• domain_specific::bioinformatics::types::s
• impl_type_safe_selector
• plugin_pipeline
• register_plugin

Functions

• automl::analyze_and_recommend
• automl::comprehensive_automl
• automl::quick_automl
• comprehensive_benchmark::create_standard_methods
• comprehensive_benchmark::generate_synthetic_datasets
• comprehensive_benchmark::quick_benchmark
• domain_benchmark::run_quick_benchmark
• domain_specific::bioinformatics::functions::apply_multiple_testing_correction
• domain_specific::bioinformatics::functions::apply_normalization
• domain_specific::bioinformatics::functions::bfs_shortest_paths
• domain_specific::bioinformatics::functions::build_ppi_network
• domain_specific::bioinformatics::functions::chi_square_to_p_value
• domain_specific::bioinformatics::functions::compute_betweenness_centrality
• domain_specific::bioinformatics::functions::compute_chi_square_association
• domain_specific::bioinformatics::functions::compute_closeness_centrality
• domain_specific::bioinformatics::functions::compute_degree_centrality
• domain_specific::bioinformatics::functions::compute_enrichment_score
• domain_specific::bioinformatics::functions::compute_exact_test_p_value
• domain_specific::bioinformatics::functions::compute_functional_domain_scores
• domain_specific::bioinformatics::functions::compute_hardy_weinberg_p_value
• domain_specific::bioinformatics::functions::compute_hypergeometric_p_value
• domain_specific::bioinformatics::functions::compute_layer_correlation
• domain_specific::bioinformatics::functions::compute_linkage_disequilibrium_r2
• domain_specific::bioinformatics::functions::compute_mean
• domain_specific::bioinformatics::functions::compute_minor_allele_frequency
• domain_specific::bioinformatics::functions::compute_pathway_scores
• domain_specific::bioinformatics::functions::compute_pearson_correlation
• domain_specific::bioinformatics::functions::compute_protein_impact_score
• domain_specific::bioinformatics::functions::compute_protein_network_centrality
• domain_specific::bioinformatics::functions::compute_shortest_path_length
• domain_specific::bioinformatics::functions::compute_size_factor
• domain_specific::bioinformatics::functions::compute_std
• domain_specific::bioinformatics::functions::compute_variance
• domain_specific::bioinformatics::functions::compute_variant_domain_score
• domain_specific::bioinformatics::functions::compute_wald_standard_error
• domain_specific::bioinformatics::functions::correct_population_structure
• domain_specific::bioinformatics::functions::define_gene_sets
• domain_specific::bioinformatics::functions::estimate_common_dispersion
• domain_specific::bioinformatics::functions::estimate_dispersion
• domain_specific::bioinformatics::functions::estimate_prior_variance
• domain_specific::bioinformatics::functions::map_pathway_scores_to_genes
• domain_specific::bioinformatics::functions::normal_cdf
• domain_specific::bioinformatics::functions::separate_groups
• domain_specific::bioinformatics::functions::separate_groups_indices
• domain_specific::finance::algorithms::correlation_stats::compute_correlation_based_scores
• domain_specific::finance::algorithms::correlation_stats::compute_correlation_matrix
• domain_specific::finance::algorithms::correlation_stats::compute_covariance_matrix
• domain_specific::finance::algorithms::economic_indicators::compute_economic_indicator_scores
• domain_specific::finance::algorithms::economic_indicators::simulate_gdp_growth
• domain_specific::finance::algorithms::economic_indicators::simulate_inflation
• domain_specific::finance::algorithms::economic_indicators::simulate_interest_rate
• domain_specific::finance::algorithms::economic_indicators::simulate_unemployment
• domain_specific::finance::algorithms::factor_models::compute_cma_factor
• domain_specific::finance::algorithms::factor_models::compute_factor_loading
• domain_specific::finance::algorithms::factor_models::compute_factor_model_r_squared
• domain_specific::finance::algorithms::factor_models::compute_hml_factor
• domain_specific::finance::algorithms::factor_models::compute_macro_model_r_squared
• domain_specific::finance::algorithms::factor_models::compute_market_factor
• domain_specific::finance::algorithms::factor_models::compute_rmw_factor
• domain_specific::finance::algorithms::factor_models::compute_smb_factor
• domain_specific::finance::algorithms::market_microstructure::compute_bid_ask_scores
• domain_specific::finance::algorithms::market_microstructure::compute_cross_asset_scores
• domain_specific::finance::algorithms::market_microstructure::compute_market_impact_scores
• domain_specific::finance::algorithms::market_microstructure::compute_order_flow_scores
• domain_specific::finance::algorithms::market_microstructure::compute_spillover_scores
• domain_specific::finance::algorithms::market_microstructure::compute_transaction_cost_scores
• domain_specific::finance::algorithms::performance_metrics::compute_feature_returns
• domain_specific::finance::algorithms::performance_metrics::compute_feature_sharpe_ratios
• domain_specific::finance::algorithms::performance_metrics::compute_information_ratios
• domain_specific::finance::algorithms::performance_metrics::compute_tracking_error
• domain_specific::finance::algorithms::performance_metrics::compute_volatility
• domain_specific::finance::algorithms::portfolio_optimization::compute_diversification_ratio
• domain_specific::finance::algorithms::portfolio_optimization::compute_expected_returns
• domain_specific::finance::algorithms::portfolio_optimization::compute_portfolio_return
• domain_specific::finance::algorithms::portfolio_optimization::compute_portfolio_variance
• domain_specific::finance::algorithms::portfolio_optimization::maximum_sharpe_ratio_portfolio
• domain_specific::finance::algorithms::portfolio_optimization::mean_variance_optimization
• domain_specific::finance::algorithms::portfolio_optimization::minimum_variance_portfolio
• domain_specific::finance::algorithms::portfolio_optimization::risk_parity_portfolio
• domain_specific::finance::algorithms::regime_detection::compute_regime_based_scores
• domain_specific::finance::algorithms::regime_detection::compute_regime_transitions
• domain_specific::finance::algorithms::regime_detection::detect_market_regimes
• domain_specific::finance::algorithms::regime_detection::detect_market_regimes_hmm
• domain_specific::finance::algorithms::risk_metrics::compute_cvar
• domain_specific::finance::algorithms::risk_metrics::compute_downside_deviation
• domain_specific::finance::algorithms::risk_metrics::compute_drawdown_based_scores
• domain_specific::finance::algorithms::risk_metrics::compute_extreme_value_index
• domain_specific::finance::algorithms::risk_metrics::compute_feature_max_drawdown
• domain_specific::finance::algorithms::risk_metrics::compute_max_drawdown
• domain_specific::finance::algorithms::risk_metrics::compute_max_drawdown_single
• domain_specific::finance::algorithms::risk_metrics::compute_omega_ratio
• domain_specific::finance::algorithms::risk_metrics::compute_portfolio_cvar
• domain_specific::finance::algorithms::risk_metrics::compute_portfolio_var
• domain_specific::finance::algorithms::risk_metrics::compute_tail_risk
• domain_specific::finance::algorithms::risk_metrics::compute_var
• domain_specific::finance::algorithms::risk_metrics::compute_var_based_scores
• domain_specific::finance::algorithms::technical_indicators::compute_atr_predictive_power
• domain_specific::finance::algorithms::technical_indicators::compute_bollinger_bands_predictive_power
• domain_specific::finance::algorithms::technical_indicators::compute_macd_predictive_power
• domain_specific::finance::algorithms::technical_indicators::compute_obv_predictive_power
• domain_specific::finance::algorithms::technical_indicators::compute_rsi_predictive_power
• domain_specific::finance::algorithms::technical_indicators::compute_vwap_predictive_power
• domain_specific::finance::algorithms::utilities::compute_pearson_correlation
• domain_specific::finance::algorithms::utilities::select_features_by_threshold
• domain_specific::finance::algorithms::utilities::select_top_k_features
• domain_specific::image_features::create_high_resolution_selector
• domain_specific::image_features::create_image_feature_selector
• domain_specific::image_features::create_low_resolution_selector
• domain_specific::image_features::create_spatial_focused_selector
• domain_specific::image_features::create_texture_focused_selector
• domain_specific::text_features::compute_document_frequency
• domain_specific::text_features::compute_tfidf_score
• domain_specific::text_features::create_classification_selector
• domain_specific::text_features::create_long_text_selector
• domain_specific::text_features::create_multilingual_selector
• domain_specific::text_features::create_short_text_selector
• domain_specific::text_features::create_text_feature_selector
• domain_specific::time_series::create_daily_selector
• domain_specific::time_series::create_high_frequency_selector
• domain_specific::time_series::create_hourly_selector
• domain_specific::time_series::create_time_series_selector
• ensemble_selectors::extract_features
• fluent_api::presets::biomedical
• fluent_api::presets::comprehensive
• fluent_api::presets::computer_vision
• fluent_api::presets::finance
• fluent_api::presets::high_dimensional
• fluent_api::presets::quick_eda
• fluent_api::presets::text_classification
• fluent_api::presets::time_series
• ml_based::compute_simple_correlation_array
• statistical_tests::adf_test
• statistical_tests::bayes_factor_test
• statistical_tests::bayesian_correlation
• statistical_tests::bayesian_t_test
• statistical_tests::beta_inc
• statistical_tests::chi2
• statistical_tests::chi2_cdf
• statistical_tests::chi2_contingency
• statistical_tests::estimate_mi_cc
• statistical_tests::estimate_mi_dc
• statistical_tests::f_cdf
• statistical_tests::f_classif
• statistical_tests::f_oneway
• statistical_tests::f_regression
• statistical_tests::friedman_test
• statistical_tests::gamma
• statistical_tests::gamma_inc_lower
• statistical_tests::gamma_inc_upper
• statistical_tests::granger_causality
• statistical_tests::kolmogorov_smirnov
• statistical_tests::kruskal_wallis
• statistical_tests::ljung_box_test
• statistical_tests::mann_whitney_u
• statistical_tests::multivariate_tests::canonical_correlation_test
• statistical_tests::multivariate_tests::hotelling_t2
• statistical_tests::multivariate_tests::manova
• statistical_tests::mutual_info_classif
• statistical_tests::mutual_info_regression
• statistical_tests::normal_cdf
• statistical_tests::one_way_anova
• statistical_tests::pearson_correlation
• statistical_tests::permutation_tests::bootstrap_test
• statistical_tests::permutation_tests::permutation_test
• statistical_tests::permutation_tests::randomization_test
• statistical_tests::r_regression
• statistical_tests::repeated_measures_anova
• statistical_tests::t_cdf
• statistical_tests::two_way_anova
• statistical_tests::wilcoxon_signed_rank
• type_safe::binomial_coefficient
• type_safe::validate_selection_count

Type Aliases

• bayesian::ModelEnumerationResult
• domain_specific::advanced_nlp::NLPAnalysisResult
• domain_specific::bioinformatics::types::Array1
• domain_specific::bioinformatics::types::Array2
• domain_specific::bioinformatics::types::ArrayView1
• domain_specific::bioinformatics::types::BioinformaticsAnalysisResult
• domain_specific::bioinformatics::types::Float
• domain_specific::bioinformatics::types::GroupIndexPartition
• domain_specific::bioinformatics::types::Result
• domain_specific::bioinformatics::types::SklResult
• domain_specific::finance::types::FinanceAnalysisResult
• domain_specific::image_features::FeatureSummaryEntry
• domain_specific::multi_modal::ConcatenateModalitiesResult
• domain_specific::multi_modal::FusionSelectionResult
• filter::ScoreFunc
• genetic_optimization::types::MultiObjectiveResult
• group_selection::PreprocessedDataResult
• multi_label::MultiLabelTarget