List of all items

Structs

• adaptive_bandwidth_rbf::AdaptiveBandwidthRBFSampler
• adaptive_dimension::AdaptiveDimensionConfig
• adaptive_dimension::AdaptiveRBFSampler
• adaptive_dimension::DimensionSelectionResult
• adaptive_dimension::FittedAdaptiveRBFSampler
• adaptive_nystroem::AdaptiveNystroem
• advanced_testing::ApproximationError
• advanced_testing::BoundValidation
• advanced_testing::ConvergenceAnalyzer
• advanced_testing::ConvergenceResult
• advanced_testing::ErrorBoundsResult
• advanced_testing::ErrorBoundsValidator
• advanced_testing::QualityAssessment
• advanced_testing::QualityResult
• anisotropic_rbf::AnisotropicRBFSampler
• anisotropic_rbf::FittedAnisotropicRBF
• anisotropic_rbf::FittedMahalanobisRBF
• anisotropic_rbf::FittedRobustAnisotropicRBF
• anisotropic_rbf::MahalanobisRBFSampler
• anisotropic_rbf::RobustAnisotropicRBFSampler
• benchmarking::BenchmarkConfig
• benchmarking::BenchmarkDataset
• benchmarking::BenchmarkResult
• benchmarking::BenchmarkSummary
• benchmarking::KernelApproximationBenchmark
• bioinformatics_kernels::GenomicKernel
• bioinformatics_kernels::MetabolicNetworkKernel
• bioinformatics_kernels::MultiOmicsKernel
• bioinformatics_kernels::PhylogeneticKernel
• bioinformatics_kernels::ProteinKernel
• budget_constrained::BudgetConstrainedConfig
• budget_constrained::BudgetConstrainedNystroem
• budget_constrained::BudgetConstrainedRBFSampler
• budget_constrained::BudgetOptimizationResult
• budget_constrained::BudgetUsage
• budget_constrained::FittedBudgetConstrainedNystroem
• budget_constrained::FittedBudgetConstrainedRBFSampler
• cache_optimization::AlignedBuffer
• cache_optimization::CacheConfig
• cache_optimization::CacheFriendlyMatrix
• causal_kernels::CausalKernel
• causal_kernels::CausalKernelConfig
• causal_kernels::CounterfactualKernel
• chi2_samplers::AdditiveChi2Sampler
• chi2_samplers::SkewedChi2Sampler
• computer_vision_kernels::ConvolutionalKernelFeatures
• computer_vision_kernels::FittedConvolutionalKernelFeatures
• computer_vision_kernels::FittedScaleInvariantFeatures
• computer_vision_kernels::FittedSpatialPyramidFeatures
• computer_vision_kernels::FittedTextureKernelApproximation
• computer_vision_kernels::ScaleInvariantFeatures
• computer_vision_kernels::SpatialPyramidFeatures
• computer_vision_kernels::TextureKernelApproximation
• cross_validation::CrossValidationConfig
• cross_validation::CrossValidationResult
• cross_validation::CrossValidator
• cross_validation::KFoldSplitter
• cross_validation::MonteCarloCVSplitter
• cross_validation::TimeSeriesSplitter
• custom_kernel::CustomExponentialKernel
• custom_kernel::CustomKernelSampler
• custom_kernel::CustomLaplacianKernel
• custom_kernel::CustomPolynomialKernel
• custom_kernel::CustomRBFKernel
• deep_learning_kernels::DKLConfig
• deep_learning_kernels::DeepKernelLearning
• deep_learning_kernels::InfiniteWidthKernel
• deep_learning_kernels::NTKConfig
• deep_learning_kernels::NeuralTangentKernel
• distributed_kernel::DistributedConfig
• distributed_kernel::DistributedNystroem
• distributed_kernel::DistributedRBFSampler
• distributed_kernel::Worker
• ensemble_nystroem::EnsembleNystroem
• error_bounded::ErrorBound
• error_bounded::ErrorBoundedConfig
• error_bounded::ErrorBoundedNystroem
• error_bounded::ErrorBoundedRBFSampler
• error_bounded::FittedErrorBoundedNystroem
• error_bounded::FittedErrorBoundedRBFSampler
• fastfood::FastfoodKernel
• fastfood::FastfoodTransform
• feature_generation::CompositeGenerator
• feature_generation::FeatureGeneratorBuilder
• feature_generation::PolynomialGenerator
• feature_generation::RandomFourierGenerator
• finance_kernels::EconometricKernel
• finance_kernels::FinancialKernel
• finance_kernels::PortfolioKernel
• finance_kernels::RiskKernel
• finance_kernels::VolatilityKernel
• gpu_acceleration::FittedGpuNystroem
• gpu_acceleration::FittedGpuRBFSampler
• gpu_acceleration::GpuConfig
• gpu_acceleration::GpuContext
• gpu_acceleration::GpuDevice
• gpu_acceleration::GpuNystroem
• gpu_acceleration::GpuProfiler
• gpu_acceleration::GpuRBFSampler
• gradient_kernel_learning::GradientConfig
• gradient_kernel_learning::GradientKernelLearner
• gradient_kernel_learning::GradientMultiKernelLearner
• gradient_kernel_learning::GradientResult
• graph_kernels::FittedRandomWalkKernel
• graph_kernels::FittedShortestPathKernel
• graph_kernels::FittedSubgraphKernel
• graph_kernels::FittedWeisfeilerLehmanKernel
• graph_kernels::Graph
• graph_kernels::RandomWalkKernel
• graph_kernels::ShortestPathKernel
• graph_kernels::SubgraphKernel
• graph_kernels::WeisfeilerLehmanKernel
• homogeneous_polynomial::HomogeneousPolynomialFeatures
• incremental_nystroem::IncrementalNystroem
• information_theoretic::EntropyFeatureSelector
• information_theoretic::FittedEntropyFeatureSelector
• information_theoretic::FittedInformationBottleneckExtractor
• information_theoretic::FittedKLDivergenceKernel
• information_theoretic::FittedMutualInformationKernel
• information_theoretic::InformationBottleneckExtractor
• information_theoretic::KLDivergenceKernel
• information_theoretic::MutualInformationKernel
• kernel_framework::CompositeKernelMethod
• kernel_framework::ErrorBound
• kernel_framework::KMeansSampling
• kernel_framework::KernelAlignmentMetric
• kernel_framework::UniformSampling
• kernel_ridge_regression::Trained
• kernel_ridge_regression::basic_regression::KernelRidgeRegression
• kernel_ridge_regression::basic_regression::OnlineKernelRidgeRegression
• kernel_ridge_regression::core_types::RidgeConfig
• kernel_ridge_regression::core_types::Trained
• kernel_ridge_regression::core_types::builders::FastfoodBuilder
• kernel_ridge_regression::core_types::builders::NystroemBuilder
• kernel_ridge_regression::core_types::builders::RFFBuilder
• kernel_ridge_regression::core_types::builders::StructuredRFFBuilder
• kernel_ridge_regression::multitask_regression::MultiTaskKernelRidgeRegression
• kernel_ridge_regression::robust_regression::RobustKernelRidgeRegression
• memory_efficient::FittedMemoryEfficientNystroem
• memory_efficient::FittedMemoryEfficientRBFSampler
• memory_efficient::MemoryConfig
• memory_efficient::MemoryEfficientNystroem
• memory_efficient::MemoryEfficientRBFSampler
• memory_efficient::MemoryMonitor
• meta_learning_kernels::DatasetMetaFeatures
• meta_learning_kernels::MetaLearningConfig
• meta_learning_kernels::MetaLearningKernelSelector
• meta_learning_kernels::TaskMetadata
• middleware::HookContext
• middleware::LoggingHook
• middleware::NormalizationMiddleware
• middleware::PerformanceHook
• middleware::Pipeline
• middleware::PipelineBuilder
• middleware::ValidationHook
• multi_kernel_learning::KernelStatistics
• multi_kernel_learning::MultiKernelConfig
• multi_kernel_learning::MultipleKernelLearning
• multi_scale_rbf::MultiScaleRBFSampler
• nlp_kernels::DocumentKernelApproximation
• nlp_kernels::FittedDocumentKernelApproximation
• nlp_kernels::FittedSemanticKernelApproximation
• nlp_kernels::FittedSyntacticKernelApproximation
• nlp_kernels::FittedTextKernelApproximation
• nlp_kernels::SemanticKernelApproximation
• nlp_kernels::SyntacticKernelApproximation
• nlp_kernels::TextKernelApproximation
• numerical_stability::NumericalStabilityMonitor
• numerical_stability::StabilityConfig
• numerical_stability::StabilityMetrics
• nystroem::Nystroem
• optimal_transport::EMDKernelSampler
• optimal_transport::FittedEMDSampler
• optimal_transport::FittedGromovWassersteinSampler
• optimal_transport::FittedWassersteinSampler
• optimal_transport::GromovWassersteinSampler
• optimal_transport::WassersteinKernelSampler
• out_of_core::OutOfCoreConfig
• out_of_core::OutOfCoreKernelPipeline
• out_of_core::OutOfCoreLoader
• out_of_core::OutOfCoreNystroem
• out_of_core::OutOfCoreRBFSampler
• parameter_learning::OptimizationResult
• parameter_learning::ParameterBounds
• parameter_learning::ParameterLearner
• parameter_learning::ParameterLearningConfig
• parameter_learning::ParameterSet
• plugin_architecture::FittedPluginWrapper
• plugin_architecture::LinearKernelInstance
• plugin_architecture::LinearKernelPlugin
• plugin_architecture::PluginConfig
• plugin_architecture::PluginFactory
• plugin_architecture::PluginMetadata
• plugin_architecture::PluginWrapper
• polynomial_count_sketch::PolynomialCountSketch
• polynomial_features::PolynomialFeatures
• progressive::FittedProgressiveNystroem
• progressive::FittedProgressiveRBFSampler
• progressive::ProgressiveConfig
• progressive::ProgressiveNystroem
• progressive::ProgressiveRBFSampler
• progressive::ProgressiveResult
• progressive::ProgressiveStep
• quantum_kernel_methods::QuantumKernelApproximation
• quantum_kernel_methods::QuantumKernelConfig
• quasi_random_features::QuasiRandomRBFSampler
• rbf_sampler::ArcCosineSampler
• rbf_sampler::LaplacianSampler
• rbf_sampler::PolynomialSampler
• rbf_sampler::RBFSampler
• robust_kernels::BreakdownPointAnalysis
• robust_kernels::InfluenceFunctionDiagnostics
• robust_kernels::RobustKernelConfig
• robust_kernels::RobustNystroem
• robust_kernels::RobustRBFSampler
• scientific_computing_kernels::MultiscaleKernel
• scientific_computing_kernels::PhysicsInformedConfig
• scientific_computing_kernels::PhysicsInformedKernel
• sparse_gp::approximations::InducingPointSelector
• sparse_gp::approximations::SparseApproximationMethods
• sparse_gp::core::FittedSKI
• sparse_gp::core::FittedSparseGP
• sparse_gp::core::OptimizationConfig
• sparse_gp::core::SparseGaussianProcess
• sparse_gp::core::StructuredKernelInterpolation
• sparse_gp::core::VariationalParams
• sparse_gp::inference::IterativeRefinement
• sparse_gp::inference::LanczosMethod
• sparse_gp::inference::PreconditionedCG
• sparse_gp::inference::PreconditionerSetup
• sparse_gp::inference::ScalableInference
• sparse_gp::inference::SpecializedSolvers
• sparse_gp::inference::TridiagonalEigenSolver
• sparse_gp::kernels::KernelOps
• sparse_gp::kernels::MaternKernel
• sparse_gp::kernels::RBFKernel
• sparse_gp::ski::FittedTensorSKI
• sparse_gp::ski::TensorSKI
• sparse_gp::variational::ELBOResult
• sparse_gp::variational::StochasticVariationalInference
• sparse_gp::variational::VariationalFreeEnergy
• sparse_polynomial::SparseMatrix
• sparse_polynomial::SparsePolynomialFeatures
• streaming_kernel::FeatureStatistics
• streaming_kernel::StreamingConfig
• streaming_kernel::StreamingNystroem
• streaming_kernel::StreamingRBFSampler
• streaming_kernel::StreamingSample
• string_kernels::EditDistanceKernel
• string_kernels::FittedEditDistanceKernel
• string_kernels::FittedMismatchKernel
• string_kernels::FittedNGramKernel
• string_kernels::FittedSpectrumKernel
• string_kernels::FittedSubsequenceKernel
• string_kernels::MismatchKernel
• string_kernels::NGramKernel
• string_kernels::SpectrumKernel
• string_kernels::SubsequenceKernel
• structured_random_features::FastWalshHadamardTransform
• structured_random_features::LowDiscrepancySequences
• structured_random_features::StructuredRFFHadamard
• structured_random_features::StructuredRandomFeatures
• tensor_polynomial::TensorPolynomialFeatures
• time_series_kernels::AutoregressiveKernelApproximation
• time_series_kernels::DTWConfig
• time_series_kernels::DTWKernelApproximation
• time_series_kernels::GlobalAlignmentKernelApproximation
• time_series_kernels::SpectralKernelApproximation
• time_series_kernels::TimeSeriesKernelConfig
• type_safe_kernels::ArcCosineKernel
• type_safe_kernels::FastfoodMethod
• type_safe_kernels::FittedTypeSafeKernelApproximation
• type_safe_kernels::LaplacianKernel
• type_safe_kernels::NystromMethod
• type_safe_kernels::PolynomialKernel
• type_safe_kernels::QualityMetrics
• type_safe_kernels::RBFKernel
• type_safe_kernels::RandomFourierFeatures
• type_safe_kernels::Trained
• type_safe_kernels::TypeSafeKernelApproximation
• type_safe_kernels::Untrained
• type_safety::ApproximationParameters
• type_safety::ArcCosineKernel
• type_safety::BoundedQualityMetrics
• type_safety::FastfoodMethod
• type_safety::FittedTypeSafeKernelApproximation
• type_safety::KernelPresets
• type_safety::LaplacianKernel
• type_safety::NystromMethod
• type_safety::PolynomialKernel
• type_safety::ProductKernel
• type_safety::ProfileGuidedConfig
• type_safety::QualityMetrics
• type_safety::RBFKernel
• type_safety::RandomFourierFeatures
• type_safety::SerializableFittedParams
• type_safety::SerializableKernelConfig
• type_safety::SumKernel
• type_safety::Trained
• type_safety::TypeSafeKernelApproximation
• type_safety::TypeSafeKernelConfig
• type_safety::Untrained
• type_safety::ValidatedComponents
• type_safety::ValidatedFeatures
• type_safety::ValidatedKernelApproximation
• validation::CrossValidationResult
• validation::DimensionDependencyAnalysis
• validation::KernelApproximationValidator
• validation::SampleComplexityAnalysis
• validation::StabilityAnalysis
• validation::TheoreticalBound
• validation::ValidationConfig
• validation::ValidationResult

Enums

• adaptive_bandwidth_rbf::BandwidthSelectionStrategy
• adaptive_bandwidth_rbf::ObjectiveFunction
• adaptive_dimension::QualityMetric
• adaptive_dimension::SelectionStrategy
• adaptive_nystroem::ComponentSelectionStrategy
• adaptive_nystroem::ErrorBoundMethod
• advanced_testing::BaselineMethod
• advanced_testing::BoundType
• advanced_testing::QualityMetric
• advanced_testing::ReferenceMethod
• anisotropic_rbf::RobustEstimator
• benchmarking::PerformanceMetric
• benchmarking::QualityMetric
• bioinformatics_kernels::OmicsIntegrationMethod
• budget_constrained::BudgetConstraint
• budget_constrained::OptimizationStrategy
• cache_optimization::MemoryLayout
• causal_kernels::CausalMethod
• computer_vision_kernels::ActivationFunction
• computer_vision_kernels::PoolingMethod
• cross_validation::CVStrategy
• cross_validation::ScoringMetric
• deep_learning_kernels::Activation
• distributed_kernel::AggregationMethod
• distributed_kernel::CommunicationPattern
• distributed_kernel::PartitionStrategy
• ensemble_nystroem::EnsembleMethod
• ensemble_nystroem::QualityMetric
• error_bounded::ErrorBoundMethod
• fastfood::FastfoodKernelParams
• finance_kernels::VolatilityModel
• gpu_acceleration::GpuBackend
• gpu_acceleration::MemoryStrategy
• gpu_acceleration::Precision
• gradient_kernel_learning::GradientOptimizer
• gradient_kernel_learning::KernelObjective
• homogeneous_polynomial::CoefficientMethod
• homogeneous_polynomial::NormalizationMethod
• incremental_nystroem::UpdateStrategy
• information_theoretic::EntropySelectionMethod
• information_theoretic::KLReferenceDistribution
• kernel_framework::BoundType
• kernel_framework::CombinationStrategy
• kernel_framework::Complexity
• kernel_framework::KernelType
• kernel_ridge_regression::core_types::ApproximationMethod
• kernel_ridge_regression::core_types::FeatureTransformer
• kernel_ridge_regression::core_types::Solver
• kernel_ridge_regression::multitask_regression::TaskRegularization
• kernel_ridge_regression::robust_regression::RobustLoss
• meta_learning_kernels::MetaKernelType
• meta_learning_kernels::MetaLearningStrategy
• meta_learning_kernels::PerformanceMetric
• multi_kernel_learning::ApproximationMethod
• multi_kernel_learning::BaseKernel
• multi_kernel_learning::CombinationStrategy
• multi_kernel_learning::WeightLearningAlgorithm
• multi_scale_rbf::BandwidthStrategy
• multi_scale_rbf::CombinationStrategy
• nlp_kernels::AggregationMethod
• nlp_kernels::SimilarityMeasure
• nlp_kernels::TreeKernelType
• numerical_stability::StabilityWarning
• nystroem::Kernel
• nystroem::SamplingStrategy
• optimal_transport::GWLossFunction
• optimal_transport::GroundMetric
• optimal_transport::TransportMethod
• out_of_core::OutOfCoreStrategy
• parameter_learning::ObjectiveFunction
• parameter_learning::SearchStrategy
• plugin_architecture::PluginError
• progressive::ProgressiveQualityMetric
• progressive::ProgressiveStrategy
• progressive::StoppingCriterion
• quantum_kernel_methods::EntanglementPattern
• quantum_kernel_methods::QuantumFeatureMap
• quasi_random_features::QuasiRandomSequence
• robust_kernels::RobustEstimator
• robust_kernels::RobustLoss
• scientific_computing_kernels::PhysicalSystem
• sparse_gp::core::InducingPointStrategy
• sparse_gp::core::InterpolationMethod
• sparse_gp::core::PreconditionerType
• sparse_gp::core::ScalableInferenceMethod
• sparse_gp::core::SparseApproximation
• sparse_gp::core::SparseGPError
• sparse_polynomial::SparseData
• sparse_polynomial::SparseFormat
• sparse_polynomial::SparsityStrategy
• streaming_kernel::BufferStrategy
• streaming_kernel::ForgettingMechanism
• streaming_kernel::UpdateFrequency
• string_kernels::NGramMode
• structured_random_features::QuasiRandomSequence
• structured_random_features::StructuredMatrix
• tensor_polynomial::ContractionMethod
• tensor_polynomial::TensorOrdering
• time_series_kernels::DTWDistanceMetric
• time_series_kernels::DTWStepPattern
• time_series_kernels::DTWWindowType
• time_series_kernels::TimeSeriesKernelType
• type_safety::ComplexityClass
• type_safety::OptimizationLevel
• type_safety::PerformanceTier
• type_safety::TargetArchitecture
• type_safety::TransformationParameters
• validation::BoundFunction
• validation::BoundType

Traits

• benchmarking::BenchmarkableKernelMethod
• benchmarking::BenchmarkableTransformer
• cache_optimization::CacheAwareTransform
• cross_validation::CVSplitter
• custom_kernel::KernelFunction
• feature_generation::FeatureGenerator
• kernel_framework::ApproximationQuality
• kernel_framework::FeatureMap
• kernel_framework::KernelMethod
• kernel_framework::SamplingStrategy
• kernel_ridge_regression::basic_regression::IntoUntrained
• kernel_ridge_regression::prelude::Estimator
• kernel_ridge_regression::prelude::Fit
• kernel_ridge_regression::prelude::Predict
• middleware::Hook
• middleware::Middleware
• middleware::PipelineStage
• plugin_architecture::KernelApproximationInstance
• plugin_architecture::KernelApproximationPlugin
• sparse_gp::kernels::SparseKernel
• type_safe_kernels::ApproximationMethod
• type_safe_kernels::KernelType
• type_safety::ApproximationMethod
• type_safety::ApproximationQualityBounds
• type_safety::ApproximationState
• type_safety::ComposableKernel
• type_safety::FittableKernel
• type_safety::FittableMethod
• type_safety::KernelMethodCompatibility
• type_safety::KernelType
• type_safety::KernelTypeWithBandwidth
• type_safety::ParameterValidation
• type_safety::PolynomialKernelType
• type_safety::SerializableKernelApproximation
• type_safety::ValidatedFeatureSize
• validation::ValidatableKernelMethod
• validation::ValidatedFittedMethod

Macros

• validated_kernel_approximation

Functions

• cache_optimization::utils::align_to_cache_line
• cache_optimization::utils::optimal_thread_count
• cache_optimization::utils::prefetch_read
• cache_optimization::utils::transpose_blocked
• kernel_ridge_regression::core_types::utils::add_regularization
• kernel_ridge_regression::core_types::utils::center_data
• kernel_ridge_regression::core_types::utils::center_targets
• kernel_ridge_regression::core_types::utils::compute_mean
• kernel_ridge_regression::core_types::utils::get_or_generate_seed
• kernel_ridge_regression::core_types::validation::validate_alpha
• kernel_ridge_regression::core_types::validation::validate_approximation_method
• kernel_ridge_regression::core_types::validation::validate_fit_input
• kernel_ridge_regression::core_types::validation::validate_multitask_fit_input
• kernel_ridge_regression::core_types::validation::validate_predict_input
• kernel_ridge_regression::utils::create_multitask_l2_model
• kernel_ridge_regression::utils::create_nystroem_model
• kernel_ridge_regression::utils::create_rff_model
• kernel_ridge_regression::utils::create_robust_huber_model
• kernel_ridge_regression::utils::validate_input_dimensions
• kernel_ridge_regression::utils::validate_multitask_input_dimensions
• numerical_stability::stable_kernel_matrix
• plugin_architecture::create_global_plugin_instance
• plugin_architecture::list_global_plugins
• plugin_architecture::register_global_plugin
• simd_kernel::simd_approximation_error
• simd_kernel::simd_center_kernel_matrix
• simd_kernel::simd_dot_product
• simd_kernel::simd_gram_matrix
• simd_kernel::simd_gram_matrix_from_data
• simd_kernel::simd_kernel_diagonal
• simd_kernel::simd_kernel_prediction
• simd_kernel::simd_matrix_vector_multiply
• simd_kernel::simd_mean
• simd_kernel::simd_nystroem_approximation
• simd_kernel::simd_polynomial_kernel
• simd_kernel::simd_rbf_kernel
• simd_kernel::simd_rbf_random_features
• simd_kernel::simd_ridge_coefficients
• simd_kernel::simd_squared_difference_sum
• simd_kernel::simd_squared_euclidean_distance
• simple_test::test_implementations
• sparse_gp::core::utils::check_matrix_stability
• sparse_gp::core::utils::estimate_condition_number
• sparse_gp::core::utils::validate_inducing_points
• sparse_gp::kernels::simd_kernel::simd_kernel_diagonal
• sparse_gp::kernels::simd_kernel::simd_rbf_kernel_matrix
• sparse_gp::kernels::simd_kernel::simd_squared_distances
• sparse_gp::simd_operations::batch_operations::simd_batch_kernel_evaluation
• sparse_gp::simd_operations::batch_operations::simd_batch_prediction
• sparse_gp::simd_operations::batch_operations::simd_batch_variance
• sparse_gp::simd_operations::memory_efficient_simd::simd_chunked_kernel_matrix
• sparse_gp::simd_operations::memory_efficient_simd::simd_streaming_prediction
• sparse_gp::simd_operations::simd_benchmarks::benchmark_kernel_computation
• sparse_gp::simd_operations::simd_benchmarks::benchmark_prediction
• sparse_gp::simd_operations::simd_sparse_gp::simd_cholesky_solve
• sparse_gp::simd_operations::simd_sparse_gp::simd_distance_matrix
• sparse_gp::simd_operations::simd_sparse_gp::simd_matrix_vector_multiply
• sparse_gp::simd_operations::simd_sparse_gp::simd_posterior_mean
• sparse_gp::simd_operations::simd_sparse_gp::simd_posterior_variance
• sparse_gp::simd_operations::simd_sparse_gp::simd_rbf_kernel_matrix
• sparse_gp::simd_operations::simd_sparse_gp::simd_small_eigenvalues
• sparse_gp::utils::effective_degrees_of_freedom
• sparse_gp::utils::model_complexity_penalty
• sparse_gp::utils::optimize_hyperparameters
• sparse_gp::variational::variational_utils::initialize_variational_params
• sparse_gp::variational::variational_utils::predictive_moments
• unsafe_optimizations::batch_rbf_kernel_fast
• unsafe_optimizations::dot_product_unrolled
• unsafe_optimizations::elementwise_op_fast
• unsafe_optimizations::fast_cosine_features
• unsafe_optimizations::matvec_multiply_fast
• unsafe_optimizations::rbf_kernel_fast
• unsafe_optimizations::safe_dot_product
• unsafe_optimizations::safe_matvec_multiply

Type Aliases

• kernel_ridge_regression::Float
• kernel_ridge_regression::core_types::Float
• type_safe_kernels::FittedTypeSafeLaplacianRandomFourierFeatures
• type_safe_kernels::FittedTypeSafePolynomialNystrom
• type_safe_kernels::FittedTypeSafeRBFFastfood
• type_safe_kernels::FittedTypeSafeRBFNystrom
• type_safe_kernels::FittedTypeSafeRBFRandomFourierFeatures
• type_safe_kernels::TypeSafeLaplacianRandomFourierFeatures
• type_safe_kernels::TypeSafePolynomialNystrom
• type_safe_kernels::TypeSafeRBFFastfood
• type_safe_kernels::TypeSafeRBFNystrom
• type_safe_kernels::TypeSafeRBFRandomFourierFeatures
• type_safety::AcceptableQualityMetrics
• type_safety::FittedLaplacianRandomFourierFeatures
• type_safety::FittedRBFNystrom
• type_safety::FittedRBFRandomFourierFeatures
• type_safety::HighQualityMetrics
• type_safety::LaplacianRandomFourierFeatures
• type_safety::PolynomialNystrom
• type_safety::RBFFastfood
• type_safety::RBFNystrom
• type_safety::RBFRandomFourierFeatures
• type_safety::ValidatedLaplacianNystrom
• type_safety::ValidatedPolynomialRFF
• type_safety::ValidatedRBFRandomFourier