List of all items
Structs
- adversarial::AdversarialConfig
- adversarial::AdversarialExampleResult
- adversarial::CertifiedRobustnessResult
- adversarial::ExplanationRobustnessResult
- adversarial::StabilityAnalysisResult
- adversarial::StabilityTrend
- anchors::AnchorCondition
- anchors::AnchorsConfig
- anchors::AnchorsResult
- anchors::PerturbationStats
- attention::ActivationMaximizationResult
- attention::ActivationStats
- attention::AttentionConfig
- attention::AttentionResult
- attention::FeatureVisualizationResult
- attention::GradCAMConfig
- attention::GradCAMResult
- attention::NetworkDissectionResult
- benchmarking::BenchmarkConfig
- benchmarking::BenchmarkReport
- benchmarking::BenchmarkResult
- benchmarking::BenchmarkingSuite
- benchmarking::CategorySummary
- benchmarking::MemoryStatistics
- benchmarking::PerformanceInsight
- benchmarking::QualityMetrics
- benchmarking::ReferenceComparison
- benchmarking::TestConfiguration
- benchmarking::TimingStatistics
- builder::ComparisonResult
- builder::ComparisonResults
- builder::ComparisonStudy
- builder::ComparisonStudyBuilder
- builder::CounterfactualConfig
- builder::ExplanationBuilder
- builder::ExplanationPipelineExecutor
- builder::LimeConfig
- builder::PermutationConfig
- builder::PipelineBuilder
- builder::PipelineExecutionResult
- builder::ShapConfig
- builder::StepMetadata
- causal::CausalConfig
- causal::CausalEffectResult
- causal::CausalGraph
- causal::InstrumentalVariableResult
- causal::MediationResult
- complexity::ComplexityAnalysisResult
- complexity::ComplexityConfig
- computer_vision::ComputerVisionConfig
- computer_vision::DetectedObject
- computer_vision::GradCAMResult
- computer_vision::GradCAMStats
- computer_vision::Image
- computer_vision::ImageLimeResult
- computer_vision::KeyFeature
- computer_vision::ObjectDetectionExplanation
- computer_vision::SaliencyMapResult
- computer_vision::SegmentExplanation
- computer_vision::SegmentationExplanation
- computer_vision::Superpixel
- counterfactual::CausalConfig
- counterfactual::CounterfactualConfig
- counterfactual::CounterfactualResult
- counterfactual::FeasibilityConfig
- dashboard::Alert
- dashboard::AlertManager
- dashboard::AlertThresholds
- dashboard::Dashboard
- dashboard::DashboardConfig
- dashboard::DashboardDataPoint
- dashboard::DashboardDataStore
- dashboard::DashboardLayout
- dashboard::DashboardState
- dashboard::DashboardTheme
- dashboard::WidgetConfig
- deep_learning::ConceptActivationVector
- deep_learning::ConceptDatabase
- deep_learning::ConceptHierarchy
- deep_learning::DeepLearningAnalyzer
- deep_learning::DeepLearningConfig
- deep_learning::DetectedConcept
- deep_learning::DisentanglementMetrics
- deep_learning::NetworkDissectionResult
- deep_learning::TCAVResult
- distributed::ClusterConfig
- distributed::ClusterExplanationOrchestrator
- distributed::ClusterHealth
- distributed::ClusterStatistics
- distributed::DistributedCoordinator
- distributed::DistributedTask
- distributed::TaskResult
- distributed::WorkerConfig
- distributed::WorkerNode
- enterprise::EnterpriseConfig
- enterprise::EnterpriseExplanationSystem
- enterprise::SystemHealthSummary
- enterprise::audit::AuditEvent
- enterprise::audit::AuditLogger
- enterprise::audit::AuditLoggerConfig
- enterprise::audit::AuditRecord
- enterprise::audit::AuditTrail
- enterprise::audit::ExplanationLineage
- enterprise::audit::LineageNode
- enterprise::audit::LineageRelation
- enterprise::audit::LineageTracker
- enterprise::compliance::ActionItem
- enterprise::compliance::ComplianceReport
- enterprise::compliance::ComplianceReporter
- enterprise::compliance::ComplianceRisk
- enterprise::compliance::ComplianceRule
- enterprise::compliance::ComplianceSummary
- enterprise::compliance::FrameworkComplianceStatus
- enterprise::compliance::RegulatoryRequirement
- enterprise::quality_monitoring::AlertRule
- enterprise::quality_monitoring::ExplanationQualityMonitor
- enterprise::quality_monitoring::QualityAlert
- enterprise::quality_monitoring::QualityDataPoint
- enterprise::quality_monitoring::QualityMonitorConfig
- enterprise::quality_monitoring::QualityStatistics
- enterprise::quality_monitoring::QualityThreshold
- enterprise::quality_monitoring::QualityTimeSeries
- enterprise::quality_monitoring::QualityTrend
- enterprise::rbac::AccessControl
- enterprise::rbac::AccessControlConfig
- enterprise::rbac::PermissionSet
- enterprise::rbac::Role
- enterprise::rbac::RoleManager
- enterprise::rbac::SecureExplanationExecutor
- enterprise::rbac::SecurityContext
- enterprise::rbac::User
- enterprise::rbac::UserGroup
- external_visualizations::D3Backend
- external_visualizations::D3Config
- external_visualizations::PlotlyBackend
- external_visualizations::PlotlyConfig
- external_visualizations::PlotlyPlotConfig
- external_visualizations::VegaLiteBackend
- external_visualizations::VegaLiteConfig
- external_visualizations::VegaLiteDefaultConfig
- fairness::BiasDetectionResult
- fairness::BiasViolation
- fairness::DemographicParityResult
- fairness::EqualizedOddsResult
- fairness::FairnessConfig
- fairness::FairnessMetrics
- fairness::FairnessResult
- fairness::IndividualFairnessResult
- fairness::IndividualFairnessViolation
- federated::AggregationStats
- federated::FederatedConfig
- federated::FederatedExplainer
- federated::FederatedExplanation
- framework::ChainedConfig
- framework::ChainedStrategy
- framework::CombinedConfig
- framework::CombinedOutput
- framework::CombinedStrategy
- framework::ExplanationMetadata
- framework::ExplanationPipeline
- framework::PipelineResult
- framework::UncertainExplanation
- framework::ValidationResult
- framework::ValidationViolation
- gnn::GNNExplainer
- gnn::GNNExplainerConfig
- gnn::GNNExplanation
- gnn::Graph
- gnn::MessagePassingExplanation
- hooks::CustomEvent
- hooks::ErrorInfo
- hooks::ExecutionMetrics
- hooks::HookContext
- hooks::HookRegistry
- hooks::HookRegistryStatistics
- hooks::HookedExplanationExecutor
- hooks::LoggingHook
- hooks::MemoryInfo
- hooks::MetricsHook
- hooks::ProgressInfo
- hooks::TimingInfo
- information_theoretic::EntropyExplanationResult
- information_theoretic::InformationBottleneckResult
- information_theoretic::InformationGainResult
- information_theoretic::InformationTheoreticConfig
- information_theoretic::MDLResult
- information_theoretic::MutualInformationResult
- lazy::LazyComputationManager
- lazy::LazyConfig
- lazy::LazyExecutionStats
- lazy::LazyExplanation
- lazy::LazyExplanationPipeline
- lazy::LazyFeatureImportance
- lazy::LazyShapValues
- llm::CounterfactualText
- llm::LLMAttentionExplanation
- llm::LLMExplainer
- llm::LLMExplainerConfig
- llm::LLMExplanation
- llm::LayerImportance
- llm::NeuronActivation
- llm::PromptSensitivity
- llm::PromptVariation
- llm::TokenizedInput
- local_explanations::LocalExplanationConfig
- local_explanations::LocalExplanationResult
- memory::cache::CacheConfig
- memory::cache::CacheKey
- memory::cache::CacheStatistics
- memory::cache::ExplanationCache
- memory::layout_manager::AlignedVec
- memory::layout_manager::ExplanationDataLayout
- memory::layout_manager::MemoryLayoutManager
- memory::shared_manager::ExplanationData
- memory::shared_manager::ExplanationMetadata
- memory::shared_manager::ManagerStats
- memory::shared_manager::SharedExplanation
- memory::shared_manager::SharedExplanationConfig
- memory::shared_manager::SharedExplanationManager
- memory::storage::MappedExplanationResult
- memory::storage::MemoryMapConfig
- memory::storage::MemoryMappedStorage
- memory::storage::StorageStats
- memory::unsafe_ops::UnsafeArrayOps
- metrics_registry::CompletenessMetric
- metrics_registry::ComputationMetadata
- metrics_registry::FidelityMetric
- metrics_registry::MetricInput
- metrics_registry::MetricMetadata
- metrics_registry::MetricOutput
- metrics_registry::MetricProperties
- metrics_registry::MetricRegistry
- metrics_registry::RegistryStatistics
- metrics_registry::StabilityMetric
- model_agnostic::ExplanationMetadata
- model_agnostic::LocalExplanation
- model_agnostic::ModelAgnosticConfig
- model_agnostic::ModelAgnosticResult
- model_agnostic::ModelSummary
- model_agnostic::QualityMetrics
- model_comparison::BiasVarianceDecomposition
- model_comparison::DiversityMetrics
- model_comparison::EnsembleAnalysisResult
- model_comparison::ModelComparisonConfig
- model_comparison::ModelComparisonResult
- model_comparison::ModelMetrics
- model_comparison::StabilityMetrics
- multimodal::CrossModalAttention
- multimodal::FusionExplanation
- multimodal::ModalityContributions
- multimodal::ModalityInteraction
- multimodal::MultiModalConfig
- multimodal::MultiModalExplainer
- multimodal::MultiModalExplanation
- multimodal::MultiModalInput
- nlp::AttentionExplanation
- nlp::AttentionPattern
- nlp::NLPConfig
- nlp::SemanticCluster
- nlp::SemanticExplanation
- nlp::SemanticRelation
- nlp::SyntacticExplanation
- nlp::SyntacticNode
- nlp::SyntacticPattern
- nlp::SyntacticTree
- nlp::Token
- nlp::WordImportanceResult
- occlusion::OcclusionConfig
- occlusion::OcclusionResult
- parallel::AdaptiveBatchConfig
- parallel::BatchConfig
- parallel::BatchStats
- parallel::CacheAwareExplanationStore
- parallel::CompressedBatch
- parallel::HighPerformanceBatchProcessor
- parallel::MemoryPool
- parallel::ParallelConfig
- parallel::ParallelPermutationImportance
- parallel::PermutationInput
- parallel::StreamingBatchProcessor
- perturbation::analysis::CounterfactualResult
- perturbation::analysis::FeatureSensitivity
- perturbation::analysis::MagnitudeStabilityResult
- perturbation::analysis::SensitivityResult
- perturbation::analysis::StabilityResult
- perturbation::core::ExecutionEdge
- perturbation::core::ExecutionGraph
- perturbation::core::ExecutionNode
- perturbation::core::PerturbationConfig
- perturbation::core::PerturbationResult
- perturbation::core::PerturbationStage
- perturbation::core::PerturbationStats
- perturbation::core::PipelineConfig
- perturbation::core::PipelineMetadata
- perturbation::core::PipelineResult
- perturbation::core::RobustnessMetrics
- perturbation::core::StageQualityMetrics
- perturbation::core::StageResult
- perturbation::helpers::ConsistencyMetrics
- perturbation::helpers::DiversityMetrics
- perturbation::helpers::OutlierAnalysis
- perturbation::pipeline::PerturbationPipeline
- perturbation::pipeline::PipelineBuilder
- plugins::ExampleCustomPlugin
- plugins::ExecutionMetadata
- plugins::ExecutionStatistics
- plugins::PluginCapabilities
- plugins::PluginCapabilityFilter
- plugins::PluginConfig
- plugins::PluginExecution
- plugins::PluginInput
- plugins::PluginManager
- plugins::PluginMetadata
- plugins::PluginOutput
- plugins::PluginRegistry
- plugins::PluginRegistryStatistics
- probabilistic::BayesianExplanationResult
- probabilistic::BayesianModelAveragingResult
- probabilistic::ProbabilisticConfig
- probabilistic::ProbabilisticCounterfactualResult
- probabilistic::UncertainExplanationResult
- profiling::HotPath
- profiling::MethodProfile
- profiling::OptimizationConfig
- profiling::OptimizationOpportunity
- profiling::PerformanceBottleneck
- profiling::ProfileGuidedOptimizer
- profiling::RuntimeStatistics
- quantum::CircuitComplexity
- quantum::GateInstance
- quantum::QuantumCircuit
- quantum::QuantumExplainer
- quantum::QuantumExplainerConfig
- quantum::QuantumExplanation
- reporting::CaveatsAndRecommendations
- reporting::DatasetInfo
- reporting::EthicalConsiderations
- reporting::EvaluationData
- reporting::ExplanationSummary
- reporting::Factor
- reporting::IntendedUse
- reporting::InterpretabilityReport
- reporting::InterpretabilityScorecard
- reporting::ModelCard
- reporting::ModelDetails
- reporting::QuantitativeAnalysis
- reporting::ReportConfig
- reporting::ReportGenerator
- reporting::ReportMetadata
- reporting::ReportModelMetrics
- reporting::TrainingData
- rules::AssociationRule
- rules::DecisionRule
- rules::RuleCondition
- rules::RuleExtractionConfig
- rules::RuleExtractionResult
- sensitivity::MorrisResult
- sensitivity::SensitivityConfig
- sensitivity::SensitivityResult
- sensitivity::SobolResult
- serialization::BatchSummary
- serialization::DataStatistics
- serialization::DatasetMetadata
- serialization::ExplanationBatch
- serialization::ExplanationConfiguration
- serialization::ModelMetadata
- serialization::SerializableExplanationResult
- serialization::SerializationConfig
- serialization::SerializationSummary
- shapley::FeaturePartition
- shapley::ShapleyConfig
- shapley::ShapleyMetadata
- shapley::ShapleyResult
- shapley::Tree
- shapley::TreeNode
- streaming::BackgroundStatistics
- streaming::OnlineAggregator
- streaming::StreamingConfig
- streaming::StreamingDataIterator
- streaming::StreamingExplainer
- streaming::StreamingExplanationResult
- streaming::StreamingShapExplainer
- streaming::StreamingStatistics
- testing::ConsistencyTestConfig
- testing::ExplanationProperties
- testing::FidelityTestConfig
- testing::PropertyTestConfig
- testing::PropertyTestResult
- testing::PropertyViolation
- testing::RobustnessTestConfig
- testing::TestingSuite
- testing::ValidationResult
- time_series::AlignmentSegment
- time_series::DTWExplanation
- time_series::LagImportance
- time_series::SeasonalDecomposition
- time_series::TemporalImportance
- time_series::TimeSeriesAnalyzer
- time_series::TimeSeriesConfig
- time_series::TrendAnalysis
- time_series::TrendSegment
- types::CenteredIcePlotsResult
- types::ExplanationConfig
- types::ExplanationMethodValidator
- types::FeatureImportance
- types::FeatureImportanceConstraint
- types::FeatureInteractionResult
- types::FixedSizeExplanation
- types::IcePlotsResult
- types::InteractionDetail
- types::LearningCurveResult
- types::PartialDependenceResult
- types::PermutationImportanceResult
- types::ShapConstraint
- types::ShapResult
- types::TypedExplanation
- types::ValidationCurveResult
- types::explanation_methods::Counterfactual
- types::explanation_methods::Gradient
- types::explanation_methods::LIME
- types::explanation_methods::Permutation
- types::explanation_methods::SHAP
- types::explanation_states::Calibrated
- types::explanation_states::Certified
- types::explanation_states::Unvalidated
- types::explanation_states::Validated
- uncertainty::CalibratedModel
- uncertainty::CalibrationMetrics
- uncertainty::UncertaintyAnalysis
- uncertainty::UncertaintyConfig
- uncertainty::UncertaintyResult
- validation::AutomatedTestingResult
- validation::CaseStudyMetadata
- validation::CaseStudyValidationResult
- validation::ConsistencyValidationResult
- validation::CoverageMetrics
- validation::DatasetProperties
- validation::DatasetValidationResult
- validation::EdgeCaseResult
- validation::HumanEvaluationResult
- validation::LongitudinalResult
- validation::MethodAgreement
- validation::PerformanceBenchmark
- validation::QualitativeFeedback
- validation::RegressionTest
- validation::ScalabilityMetrics
- validation::StatisticalTest
- validation::SyntheticValidationResult
- validation::TestResult
- validation::ValidationConfig
- validation::ValidationFramework
- visualization::VisualizationFactory
- visualization::comparative::ComparativePlot
- visualization::comparative::PartialDependencePlot
- visualization::config_types::Animation3D
- visualization::config_types::AutoRotate3D
- visualization::config_types::Camera3D
- visualization::config_types::ComparativePlot
- visualization::config_types::ContourLines3D
- visualization::config_types::FeatureImportancePlot
- visualization::config_types::MobileConfig
- visualization::config_types::PartialDependencePlot
- visualization::config_types::Plot3D
- visualization::config_types::PlotConfig
- visualization::config_types::PlotConfigBuilder
- visualization::config_types::PlotInteractionHandler
- visualization::config_types::ShapPlot
- visualization::config_types::Surface3D
- visualization::core::AutoRotate3D
- visualization::core::Camera3D
- visualization::core::ContourLines3D
- visualization::core::MobileConfig
- visualization::core::PlotConfig
- visualization::feature_importance::FeatureImportancePlot
- visualization::interactive::InteractiveVisualizer
- visualization::interactive::PlotInteractionHandler
- visualization::interactive::RealTimePlotUpdater
- visualization::interactive_framework::InteractiveVisualizer
- visualization::mobile::LayoutSettings
- visualization::mobile::Margins
- visualization::mobile::MobilePlotOptimizer
- visualization::mobile::OptimizedPlotData
- visualization::mobile::ResponsiveLayout
- visualization::output::ExportConfig
- visualization::shap::ShapPlot
- visualization_backend::AsciiBackend
- visualization_backend::BackendCapabilities
- visualization_backend::BackendConfig
- visualization_backend::BackendRegistry
- visualization_backend::ComparativeData
- visualization_backend::CustomPlotData
- visualization_backend::FeatureImportanceData
- visualization_backend::HtmlBackend
- visualization_backend::JsonBackend
- visualization_backend::PartialDependenceData
- visualization_backend::RenderedVisualization
- visualization_backend::ShapData
- visualization_backend::VisualizationMetadata
- visualization_backend::VisualizationRenderer
Enums
- SklearsError
- adversarial::AdversarialAttack
- adversarial::CertificationMethod
- adversarial::RobustnessMetric
- adversarial::VerificationStatus
- anchors::Condition
- anchors::FeatureType
- attention::AttentionType
- attention::UpsamplingMethod
- benchmarking::BenchmarkCategory
- benchmarking::InsightSeverity
- benchmarking::InsightType
- benchmarking::ProblemType
- builder::FeatureSelection
- builder::OptimizationMethod
- builder::PipelineStep
- builder::ScoreFunction
- causal::CausalEffectMethod
- computer_vision::SaliencyMethod
- counterfactual::DistanceMetric
- counterfactual::FeatureConstraint
- counterfactual::MonotonicDirection
- dashboard::AlertSeverity
- dashboard::AlertType
- dashboard::DashboardUpdate
- dashboard::WidgetType
- deep_learning::ConceptDiscoveryMethod
- distributed::HealthStatus
- distributed::LoadBalancingStrategy
- distributed::TaskStatus
- distributed::TaskType
- enterprise::SystemHealth
- enterprise::audit::AuditEventType
- enterprise::audit::AuditSeverity
- enterprise::audit::OperationType
- enterprise::compliance::ComplianceFramework
- enterprise::compliance::ComplianceStatus
- enterprise::compliance::RiskLevel
- enterprise::quality_monitoring::QualityLevel
- enterprise::quality_monitoring::QualityMetric
- enterprise::quality_monitoring::QualityTrendDirection
- enterprise::rbac::AccessLevel
- enterprise::rbac::Permission
- fairness::BiasViolationType
- fairness::DistanceMetric
- federated::PrivacyMechanism
- framework::ViolationSeverity
- gnn::GNNTask
- hooks::HookEvent
- hooks::HookResult
- hooks::LogLevel
- information_theoretic::EstimationMethod
- llm::LLMTask
- llm::LayerType
- llm::VariationType
- local_explanations::FeatureSelectionMethod
- local_explanations::KernelType
- local_explanations::LocalExplanationMethod
- metrics_registry::ComputationalComplexity
- metrics_registry::ExplanationData
- metrics_registry::ExplanationType
- metrics_registry::MetricCategory
- model_agnostic::ExplanationMethod
- model_agnostic::PerturbationStrategy
- model_agnostic::SamplingStrategy
- model_comparison::EnsembleMethod
- multimodal::FusionStrategy
- multimodal::InteractionType
- multimodal::ModalityType
- nlp::AttentionPatternType
- occlusion::OcclusionMethod
- occlusion::OcclusionStrategy
- perturbation::core::DependencyType
- perturbation::core::ExecutionCondition
- perturbation::core::ExecutionMode
- perturbation::core::ExecutionStatus
- perturbation::core::NoiseDistribution
- perturbation::core::PerturbationStrategy
- plugins::InputType
- plugins::LogLevel
- plugins::OutputType
- plugins::PluginData
- plugins::PluginOutputData
- plugins::PluginParameter
- profiling::BottleneckType
- profiling::OptimizationComplexity
- profiling::OptimizationType
- profiling::Severity
- quantum::QuantumGate
- reporting::OutputFormat
- reporting::TemplateStyle
- rules::ComparisonOperator
- sensitivity::SensitivityMethod
- serialization::CompressionType
- serialization::SerializationFormat
- shapley::ShapleyMethod
- time_series::AlignmentType
- time_series::DecompositionMethod
- time_series::TrendDirection
- types::PartialDependenceKind
- types::ScoreFunction
- uncertainty::CalibrationMethod
- uncertainty::UncertaintyType
- validation::FeedbackSeverity
- visualization::config_types::ColorScheme
- visualization::config_types::ComparisonType
- visualization::config_types::EasingType
- visualization::config_types::FeatureImportanceType
- visualization::config_types::Plot3DType
- visualization::config_types::ProjectionType
- visualization::config_types::ShapPlotType
- visualization::core::ColorScheme
- visualization::core::ComparisonType
- visualization::core::DeviceType
- visualization::core::ProjectionType
- visualization::feature_importance::FeatureImportanceType
- visualization::output::ExportFormat
- visualization::shap::ShapPlotType
- visualization_backend::ColorScheme
- visualization_backend::ComparisonType
- visualization_backend::FeatureImportanceType
- visualization_backend::OutputFormat
- visualization_backend::PlotType
- visualization_backend::ShapPlotType
- visualization_backend::Theme
Traits
- attention::AttentionAnalyzer
- framework::CounterfactualExplainer
- framework::Explainer
- framework::ExplanationPostProcessor
- framework::ExplanationStrategy
- framework::ExplanationValidator
- framework::FeatureAttributor
- framework::FeatureExplainer
- framework::GlobalExplainer
- framework::GradientAttributor
- framework::LocalExplainer
- framework::UncertaintyAwareExplainer
- hooks::ExplanationHook
- lazy::LazyComputation
- metrics_registry::ExplanationMetric
- parallel::ParallelExplanation
- plugins::ExplanationPlugin
- types::ExplanationConstraint
- types::ExplanationProperties
- types::ExplanationValidator
- types::GradientCompatible
- types::LimeCompatible
- types::ModelIntrospectable
- types::ShapCompatible
- uncertainty::UncertaintyEstimator
- visualization_backend::VisualizationBackend
Functions
- adversarial::analyze_explanation_stability
- adversarial::compute_certified_robustness
- adversarial::generate_adversarial_examples
- adversarial::test_explanation_robustness
- anchors::explain_with_anchors
- attention::analyze_attention
- attention::compute_gradcam
- attention::dissect_network
- attention::maximize_activation
- attention::visualize_features
- causal::analyze_instrumental_variables
- causal::analyze_mediation
- causal::apply_do_calculus
- causal::discover_causal_structure
- causal::estimate_causal_effect
- complexity::analyze_model_complexity
- compute_feature_statistics
- computer_vision::explain_image_with_lime
- computer_vision::explain_object_detection
- computer_vision::explain_segmentation
- computer_vision::generate_gradcam
- computer_vision::generate_saliency_map
- counterfactual::generate_actionable_counterfactual
- counterfactual::generate_causal_counterfactual
- counterfactual::generate_counterfactual
- counterfactual::generate_diverse_counterfactuals
- counterfactual::generate_feasible_counterfactual
- counterfactual::generate_nearest_counterfactual
- create_feature_importance_data
- fairness::analyze_demographic_parity
- fairness::analyze_equalized_odds
- fairness::analyze_individual_fairness
- fairness::assess_fairness
- fairness::compute_group_fairness_metrics
- fairness::detect_bias
- generate_feature_names
- information_theoretic::analyze_information_bottleneck
- information_theoretic::analyze_mutual_information
- information_theoretic::apply_minimum_description_length
- information_theoretic::compute_information_gain_attribution
- information_theoretic::generate_entropy_explanations
- local_explanations::explain_locally
- memory::cache_ops::cache_friendly_permutation_importance
- memory::cache_ops::cache_friendly_shap_computation
- memory::cache_ops::compute_baseline_data
- memory::cache_ops::compute_r2_score
- memory::unsafe_ops::compute_feature_importance_unsafe
- model_agnostic::explain_model_agnostic
- model_comparison::analyze_ensemble
- model_comparison::assess_prediction_stability
- model_comparison::compare_models
- model_comparison::compute_model_agreement
- nlp::analyze_text_attention
- nlp::explain_semantic_similarity
- nlp::explain_syntax
- nlp::explain_text_with_lime
- nlp::visualize_word_importance
- occlusion::analyze_occlusion
- occlusion::create_patch_mask
- occlusion::sliding_window_occlusion
- parallel::compute_shap_parallel
- parallel::process_batches_optimized
- parallel::process_batches_parallel
- partial_dependence::partial_dependence
- permutation::compute_score
- permutation::permutation_importance
- perturbation::analysis::analyze_robustness
- perturbation::analysis::generate_counterfactuals
- perturbation::analysis::sensitivity_analysis
- perturbation::analysis::stability_analysis
- perturbation::helpers::calculate_confidence_intervals
- perturbation::helpers::calculate_consistency_metrics
- perturbation::helpers::calculate_diversity_metrics
- perturbation::helpers::calculate_feature_importance
- perturbation::helpers::calculate_perturbation_stats
- perturbation::helpers::calculate_robustness_metrics
- perturbation::helpers::detect_prediction_outliers
- perturbation::strategies::generate_perturbations
- probabilistic::bayesian_model_averaging
- probabilistic::generate_bayesian_explanation
- probabilistic::generate_probabilistic_counterfactuals
- probabilistic::quantify_explanation_uncertainty
- reporting::export_report
- reporting::generate_quick_report
- rules::extract_rules_from_model
- rules::generate_decision_rules
- rules::generate_logical_explanations
- rules::mine_association_rules
- rules::simplify_rules
- sensitivity::analyze_sensitivity
- shapley::compute_deep_shap
- shapley::compute_kernel_shap
- shapley::compute_linear_shap
- shapley::compute_partition_shap
- shapley::compute_tree_shap
- streaming::create_data_chunks
- testing::validate_explanation_output
- uncertainty::analyze_prediction_uncertainty
- uncertainty::calibrate_predictions
- uncertainty::compute_calibration_metrics
- uncertainty::quantify_uncertainty
- validate_input_dimensions
- visualization::comparative::create_comparative_plot
- visualization::comparative::create_partial_dependence_plot
- visualization::convenience::quick_feature_importance
- visualization::convenience::quick_scatter_3d
- visualization::convenience::quick_shap_summary
- visualization::feature_importance::create_interactive_feature_importance_plot
- visualization::mobile::detect_device_type
- visualization::mobile::generate_responsive_css
- visualization::mobile::generate_responsive_javascript
- visualization::mobile::optimize_plot_for_device
- visualization::output::export_visualization
- visualization::output::generate_html_output
- visualization::output::generate_meshgrid
- visualization::plots_3d::create_3d_plot
- visualization::plots_3d::create_3d_shap_plot
- visualization::plots_3d::create_3d_surface_plot
- visualization::plotting_functions::create_2d_partial_dependence_plot
- visualization::plotting_functions::create_comparative_plot
- visualization::plotting_functions::create_feature_importance_plot
- visualization::plotting_functions::create_partial_dependence_plot
- visualization::plotting_functions::create_performance_comparison_plot
- visualization::plotting_functions::create_ranked_feature_importance_plot
- visualization::plotting_functions::create_shap_summary_plot
- visualization::plotting_functions::create_shap_visualization
- visualization::shap::create_3d_shap_plot
- visualization::shap::create_shap_plot
- visualization::simd_operations::simd_color_mapping
- visualization::simd_operations::simd_find_min_max
- visualization::simd_operations::simd_generate_grid_range
- visualization::simd_operations::simd_normalize_data
- visualization::simd_operations::simd_smooth_data
- visualization::simd_operations::simd_sum