List of all items

Structs

• cache_optimization::AlignedMatrix
• cache_optimization::CacheAnalysis
• cache_optimization::CacheMissEstimate
• cache_optimization::CacheOptimizationConfig
• cache_optimization::CachePerformanceAnalyzer
• cache_optimization::MatrixMemoryPool
• cache_optimization::PoolStatistics
• cache_optimization::TiledMatrixOps
• cca::CanonicalCorrelationAnalysis
• cca::FittedCCA
• component_selection::BootstrapSelector
• component_selection::ComponentSelectionConfig
• component_selection::ComponentSelectionResult
• component_selection::CrossValidationSelector
• component_selection::InformationCriteriaSelector
• component_selection::ParallelAnalysis
• component_selection::StabilityResult
• constrained_decomposition::ConstrainedICA
• constrained_decomposition::ConstrainedPCA
• constrained_decomposition::ConstraintConfig
• dictionary_learning::AdaptiveDictionaryLearning
• dictionary_learning::AtomUpdater
• dictionary_learning::CDConfig
• dictionary_learning::CDEncoder
• dictionary_learning::CDResult
• dictionary_learning::CholeskyDecomposition
• dictionary_learning::CoherenceMetrics
• dictionary_learning::ConvergenceConfig
• dictionary_learning::ConvergenceMonitor
• dictionary_learning::ConvergenceResult
• dictionary_learning::DataDrivenInitializer
• dictionary_learning::DictionaryInitializer
• dictionary_learning::DictionaryLearning
• dictionary_learning::DictionaryLearningConfig
• dictionary_learning::DictionaryMetrics
• dictionary_learning::DictionaryQuality
• dictionary_learning::DictionaryUpdateResult
• dictionary_learning::DictionaryUpdater
• dictionary_learning::InitializationConfig
• dictionary_learning::KSVDConfig
• dictionary_learning::KSVDEncoder
• dictionary_learning::KSVDResult
• dictionary_learning::LARSConfig
• dictionary_learning::LARSDirection
• dictionary_learning::LARSEncoder
• dictionary_learning::LARSResult
• dictionary_learning::LARSStepSize
• dictionary_learning::LearningCurve
• dictionary_learning::LeastSquaresSolver
• dictionary_learning::LinearSystemSolver
• dictionary_learning::MatrixFactorization
• dictionary_learning::MiniBatchConfig
• dictionary_learning::MiniBatchDictionaryLearning
• dictionary_learning::MiniBatchResult
• dictionary_learning::OMPConfig
• dictionary_learning::OMPEncoder
• dictionary_learning::OMPResult
• dictionary_learning::OnlineDictionaryLearning
• dictionary_learning::OnlineGradientDescent
• dictionary_learning::OnlineKSvd
• dictionary_learning::OptimizationMetrics
• dictionary_learning::OrthogonalInitializer
• dictionary_learning::QRDecomposition
• dictionary_learning::RandomInitializer
• dictionary_learning::ReconstructionError
• dictionary_learning::SVDDecomposition
• dictionary_learning::SoftThresholding
• dictionary_learning::SparseCoder
• dictionary_learning::SparseEncoder
• dictionary_learning::SparseEncodingConfig
• dictionary_learning::SparseEncodingResult
• dictionary_learning::SparsityMetrics
• dictionary_learning::UpdateConfig
• distributed::ConvergenceInfo
• distributed::DataPartition
• distributed::DistributedConfig
• distributed::DistributedDecomposition
• distributed::DistributedPCAResult
• distributed::DistributedSVDResult
• distributed::DistributedStats
• distributed::DistributedWorker
• distributed::LocalPCAResult
• distributed::LocalSVDResult
• error_diagnostics::ConvergenceDiagnostics
• error_diagnostics::ConvergenceReport
• error_diagnostics::NumericalStabilityAnalyzer
• error_diagnostics::StabilityReport
• error_diagnostics::StabilityWarning
• error_diagnostics::ValidationFailure
• factor_analysis::EMAlgorithm
• factor_analysis::FactorAnalysis
• factor_analysis::FactorAnalysisConfig
• factor_analysis::LoadingsPlotData
• factor_analysis::ModelComparisonResult
• factor_analysis::TrainedFactorAnalysis
• fluent_api::DecompositionPipeline
• fluent_api::DecompositionPipelineBuilder
• fluent_api::PipelineConfig
• fluent_api::SerializablePipeline
• format_support::DecompositionResults
• format_support::FormatConfig
• format_support::MemoryMappedMatrix
• format_support::SparseDecompositionResult
• format_support::SparseMatrix
• format_support::SparseStats
• hardware_acceleration::AccelerationConfig
• hardware_acceleration::AlignedBuffer
• hardware_acceleration::AlignedMemoryOps
• hardware_acceleration::MixedPrecisionOps
• hardware_acceleration::ParallelDecomposition
• hardware_acceleration::SimdMatrixOps
• ica::ICA
• ica::TrainedICA
• image_cv::Bilateral2DPCA
• image_cv::Eigenfaces
• image_cv::Fisherfaces
• image_cv::ImageDenoising
• image_cv::LBPDecomposition
• image_cv::LBPResult
• image_cv::SVD2DResult
• image_cv::TwoDPCA
• image_cv::TwoDSvd
• incremental_pca::IncrementalPCA
• incremental_pca::IncrementalPcaConfig
• integration::BatchProcessor
• integration::DataConverter
• integration::MemoryMappedArray
• integration::SimpleDataFrame
• integration::SparseMatrix
• kernel_pca::KernelPCA
• kernel_pca::KernelPcaConfig
• manifold::ManifoldLearning
• manifold::TrainedManifoldLearning
• matrix_completion::LowRankMatrixRecovery
• matrix_completion::MatrixCompletion
• matrix_completion::TrainedLowRankMatrixRecovery
• matrix_completion::TrainedMatrixCompletion
• memory_efficiency::ChunkedProcessor
• memory_efficiency::CompressedDecomposition
• memory_efficiency::LazyDecomposition
• memory_efficiency::MemoryMappedMatrix
• memory_efficiency::OutOfCoreDecomposition
• modular_framework::AlgorithmCapabilities
• modular_framework::AlgorithmMetadata
• modular_framework::AlgorithmRegistry
• modular_framework::DecompositionComponents
• modular_framework::DecompositionParams
• modular_framework::DecompositionPipeline
• modular_framework::DecompositionWorkflowBuilder
• modular_framework::PipelineConfig
• modular_framework::PipelineResult
• modular_framework::StandardizationStep
• modular_framework::VarimaxRotationStep
• nmf::NMF
• nmf::TrainedNMF
• online_nmf::OnlineNMF
• online_nmf::OnlineNMFBuilder
• online_nmf::OnlineNMFConfig
• pca::PCA
• pca::PcaBuilder
• pca::PcaConfig
• pca::PcaTrained
• pca::ProbabilisticPCA
• pca::RobustPCA
• pca::SparsePCA
• pca::SvdSolver
• pca::SvdSolverConfig
• performance::AlignedAllocator
• performance::CacheConfig
• performance::CacheFriendlyMatrix
• performance::Measurement
• performance::MemoryPool
• performance::PerformanceProfiler
• performance::PoolStats
• performance::TimingGuard
• pls::FittedPLS
• pls::PartialLeastSquares
• quality_metrics::ComparativeAnalysis
• quality_metrics::ComponentInterpretability
• quality_metrics::GoodnessOfFitStats
• quality_metrics::ModelComparisonMetrics
• quality_metrics::QualityAssessment
• quality_metrics::ReconstructionQuality
• quality_metrics::StabilityMetrics
• robust_methods::BreakdownPointAnalysis
• robust_methods::BreakdownResult
• robust_methods::MEstimatorDecomposition
• robust_methods::MEstimatorResult
• robust_methods::RobustConfig
• robust_methods::RobustPCA
• robust_methods::RobustPCAResult
• signal_processing::SignalProcessingFactory
• signal_processing::blind_source_separation::BSSResult
• signal_processing::blind_source_separation::FastICA
• signal_processing::blind_source_separation::InfoMax
• signal_processing::blind_source_separation::JADE
• signal_processing::emd_decomposition::EMDConfig
• signal_processing::emd_decomposition::EMDResult
• signal_processing::emd_decomposition::EmpiricalModeDecomposition
• signal_processing::multivariate_emd::MEMDResult
• signal_processing::multivariate_emd::MultivariateEMD
• signal_processing::spectral_decomposition::CrossSpectralResult
• signal_processing::spectral_decomposition::SpectralDecomposition
• signal_processing::spectral_decomposition::SpectralResult
• signal_processing::wavelet_transform::WaveletDecomposition
• signal_processing::wavelet_transform::WaveletTransform
• sklearn_compat::CrossValidation
• sklearn_compat::GridSearchCV
• sklearn_compat::SklearnPCA
• sklearn_compat::SklearnPipeline
• streaming::AdaptiveDecomposition
• streaming::StreamingConfig
• streaming::StreamingICA
• streaming::StreamingPCA
• tensor_decomposition::CPDecomposition
• tensor_decomposition::TrainedCP
• tensor_decomposition::TrainedTucker
• tensor_decomposition::TuckerDecomposition
• time_series::ChangePointDetection
• time_series::ChangePointResult
• time_series::MultiChannelSSA
• time_series::SeasonalDecomposition
• time_series::SeasonalDecompositionResult
• time_series::SingularSpectrumAnalysis
• time_series::SsaConfig
• time_series::SsaResult
• time_series::TrendExtraction
• time_series::TrendExtractionResult
• type_safe::CenteringOperation
• type_safe::ComponentIndex
• type_safe::DecompositionPipeline
• type_safe::Dimensions
• type_safe::Fitted
• type_safe::Rank
• type_safe::ScalingOperation
• type_safe::TypeSafeMatrix
• type_safe::TypeSafePCA
• type_safe::Untrained
• validation::AutoParameterSelector
• validation::AutoSelectionConfig
• validation::AutoSelectionResult
• validation::BootstrapConfig
• validation::BootstrapResult
• validation::BootstrapValidator
• validation::CrossValidationConfig
• validation::CrossValidationResult
• validation::CrossValidator
• validation::HypothesisTest
• validation::InputValidationResult
• validation::ParameterValidationResult
• validation::PerformanceValidationResult
• validation::PermutationTestConfig
• validation::PermutationTestResult
• validation::PermutationTester
• validation::ResultValidationResult
• validation::StabilityAnalyzer
• validation::StabilityConfig
• validation::StatisticalValidationResult
• validation::ValidationConfig
• validation::ValidationFramework
• validation::ValidationStabilityResult
• visualization::BiplotData
• visualization::ComponentContribution
• visualization::ComponentRecommendation
• visualization::ComponentVisualization
• visualization::DecompositionVisualizer
• visualization::FeatureImportance
• visualization::LoadingPlotData
• visualization::OptimalComponentsAnalysis
• visualization::ScreePlotData

Enums

• cache_optimization::MatrixOperationType
• component_selection::BootstrapMethod
• component_selection::CrossValidationMethod
• component_selection::InformationCriterion
• component_selection::SelectionMethod
• constrained_decomposition::ConstraintType
• dictionary_learning::DictionaryTransformAlgorithm
• dictionary_learning::EncodingAlgorithm
• dictionary_learning::InitializationStrategy
• dictionary_learning::OnlineDictLearningAlgorithm
• dictionary_learning::UpdateAlgorithm
• error_diagnostics::ConvergenceStatus
• error_diagnostics::DecompositionError
• error_diagnostics::NumericalIssue
• error_diagnostics::RecoveryStrategy
• error_diagnostics::Severity
• fluent_api::DecompositionPreset
• format_support::SparseFormat
• ica::ICAAlgorithm
• ica::ICAFunction
• image_cv::DenoisingMethod
• image_cv::LBPDecompositionMethod
• kernel_pca::KernelApproximation
• kernel_pca::KernelFunction
• manifold::DistanceMetric
• manifold::ManifoldAlgorithm
• matrix_completion::CompletionAlgorithm
• matrix_completion::RecoveryAlgorithm
• memory_efficiency::CompressedMatrix
• memory_efficiency::CompressionMethod
• modular_framework::AlgorithmCapability
• modular_framework::ComputationalComplexity
• modular_framework::MatrixProperty
• modular_framework::ParamValue
• nmf::NMFInit
• nmf::NMFRegularization
• nmf::NMFSolver
• performance::MatrixLayout
• pls::PLSAlgorithm
• robust_methods::LossFunction
• signal_processing::blind_source_separation::NonLinearityType
• signal_processing::emd_decomposition::BoundaryCondition
• signal_processing::emd_decomposition::InterpolationMethod
• signal_processing::spectral_decomposition::WindowFunction
• signal_processing::wavelet_transform::WaveletBoundary
• signal_processing::wavelet_transform::WaveletError
• signal_processing::wavelet_transform::WaveletType
• sklearn_compat::ParameterValue
• sklearn_compat::ScoringFn
• tensor_decomposition::CPAlgorithm
• tensor_decomposition::TuckerAlgorithm
• time_series::ChangePointMethod
• time_series::ReconstructionMethod
• time_series::SeasonalModel
• time_series::TrendExtractionMethod
• time_series::TrendMethod
• validation::DecompositionAlgorithm
• validation::DecompositionResult
• validation::OptimizationMetric
• validation::ParameterValue
• validation::SimilarityMetric
• validation::TestStatistic
• validation::ValidationIssue
• validation::ValidationMethod

Traits

• integration::DataFrameInterface
• modular_framework::DecompositionAlgorithm
• modular_framework::PostprocessingStep
• modular_framework::PreprocessingStep
• sklearn_compat::SklearnTransformer
• type_safe::ComponentAccess
• type_safe::DecompositionOperation
• type_safe::DecompositionState
• type_safe::TypeSafeDecomposition

Macros

• s

Functions

• factor_analysis::select_n_components
• performance::prefetch_hint
• signal_processing::convenience::quick_emd
• signal_processing::convenience::quick_fastica
• signal_processing::convenience::quick_stft
• signal_processing::convenience::quick_wavelet
• type_safe::validate_matrix_multiplication

Type Aliases

• dictionary_learning::TrainedDictionaryLearning
• dictionary_learning::TrainedMiniBatchDictionaryLearning
• dictionary_learning::TrainedOnlineDictionaryLearning
• pca::ComponentExtractor
• pca::DecompositionEngine
• pca::DimensionalityReducer
• pca::DimensionalityReduction
• pca::IncrementalPcaConfig
• pca::PcaAnalyzer
• pca::PcaEstimator
• pca::PcaInverseTransform
• pca::PcaProcessor
• pca::PcaProjection
• pca::PcaTransformer
• pca::PcaValidator
• pca::PrincipalComponentAnalysis
• pca::ProbabilisticPcaConfig
• pca::RobustPcaConfig
• pca::SparsePcaConfig
• pca::StandardPcaAnalyzer
• pca::VarianceExplained
• signal_processing::wavelet_transform::WaveletResult