List of all items

Structs

• active_set::ActiveRowDependence
• active_set::ConstraintKktDiagnostics
• arrow_schur::AdditiveSchwarzPreconditioner
• arrow_schur::ArrowAcceptedProximalStep
• arrow_schur::ArrowFactorCache
• arrow_schur::ArrowFactorMinPivot
• arrow_schur::ArrowFactorSlab
• arrow_schur::ArrowPcgOptions
• arrow_schur::ArrowProximalCorrectionOptions
• arrow_schur::ArrowRowGaugeDeflation
• arrow_schur::ArrowSchurSystem
• arrow_schur::ArrowSolveOptions
• arrow_schur::ArrowTrustRegionOptions
• arrow_schur::BetaBlockId
• arrow_schur::BlockIncompleteCholeskyPreconditioner
• arrow_schur::BlockPenaltyOp
• arrow_schur::ClusterJacobiPreconditioner
• arrow_schur::CompositePenaltyOp
• arrow_schur::CpuBatchedBlockSolver
• arrow_schur::CrossRowLatentPenalty
• arrow_schur::CrossRowWoodbury
• arrow_schur::DensePenaltyOp
• arrow_schur::DeviceSaeFrameData
• arrow_schur::DeviceSaePcgData
• arrow_schur::DeviceSaeSmoothBlock
• arrow_schur::DiagAssembledSchwarzPreconditioner
• arrow_schur::FactoredFrameGBlock
• arrow_schur::FactoredFrameKroneckerOp
• arrow_schur::IbpCrossRowSource
• arrow_schur::IdentityRightKroneckerPenaltyOp
• arrow_schur::JacobiPreconditioner
• arrow_schur::KroneckerPenaltyOp
• arrow_schur::MatvecDiagPenaltyOp
• arrow_schur::PcgDiagnostics
• arrow_schur::PrecondLadderRow
• arrow_schur::RowDeflationSpectrum
• arrow_schur::SmallLu
• arrow_schur::SparseBlockKroneckerPenaltyOp
• arrow_schur::SparseGBlock
• arrow_schur::StreamingArrowSchur
• arrow_schur::StreamingWoodburyChunk
• continuation_path::ActiveMassFloor
• continuation_path::ContinuationPath
• continuation_path::CoupledSchedules
• continuation_path::LegEndpoints
• continuation_path::LogitTrustRegion
• continuation_path::MassFloorBreach
• continuation_path::ReseedEvent
• continuation_path::ReseedLedger
• continuation_path::ScalarLegTargets
• cross_node::CrossNodeCheckpoint
• cross_node::CrossNodeGramReduction
• cross_node::CrossNodePartition
• cross_node::NodePartial
• cross_node::NodeWorker
• cross_node::NodeWorkerCheckpoint
• estimate::ContinuousSmoothnessOrder
• estimate::ExternalJointHyperEvaluator
• estimate::ExternalOptimOptions
• estimate::ExternalOptimResult
• estimate::ModelSummary
• estimate::ParametricTermSummary
• estimate::SmoothTermSummary
• estimate::reml::DirectionalHyperParam
• estimate::reml::FirthDenseOperator
• estimate::reml::HyperDesignDerivative
• estimate::reml::HyperPenaltyDerivative
• estimate::reml::PenaltyDerivativeComponent
• estimate::reml::assembly::InnerAssembly
• estimate::reml::assembly::PenaltyBlockDesc
• estimate::reml::atoms::BetaChannel
• estimate::reml::atoms::ConfiguredRhoPriorAtom
• estimate::reml::atoms::CriterionSum
• estimate::reml::atoms::HessianLogdetAtom
• estimate::reml::atoms::JeffreysLogdetAtom
• estimate::reml::atoms::PenaltyQuadAtom
• estimate::reml::atoms::SampledBlockAtom
• estimate::reml::atoms::Sensitivity
• estimate::reml::atoms::SoftRhoGuardPriorAtom
• estimate::reml::atoms::StratumFingerprint
• estimate::reml::atoms::ThetaDirection
• estimate::reml::atoms::ThetaOnlyCorrectionAtom
• estimate::reml::atoms::TierneyKadaneAtom
• estimate::reml::jeffreys_subspace::JeffreysHphiDriftBase
• estimate::reml::jeffreys_subspace::JeffreysSubspace
• estimate::reml::penalty_logdet::PenaltyPseudologdet
• estimate::reml::per_atom_efs::PerAtomEfsConfig
• estimate::reml::per_atom_efs::PerAtomEfsResult
• estimate::reml::per_atom_efs::SharedBorderTopology
• estimate::reml::reml_outer_engine::BarrierConfig
• estimate::reml::reml_outer_engine::BarrierDerivativeProvider
• estimate::reml::reml_outer_engine::BlockCoupledOperator
• estimate::reml::reml_outer_engine::CompositeHyperOperator
• estimate::reml::reml_outer_engine::ConstrainedSubspaceKernel
• estimate::reml::reml_outer_engine::CorrectedCovariance
• estimate::reml::reml_outer_engine::CorrectedCovarianceDiagonal
• estimate::reml::reml_outer_engine::DenseCholeskyValueOnlyOperator
• estimate::reml::reml_outer_engine::DenseMatrixHyperOperator
• estimate::reml::reml_outer_engine::DenseSpectralOperator
• estimate::reml::reml_outer_engine::ExactJeffreysTerm
• estimate::reml::reml_outer_engine::FirthAwareGlmDerivatives
• estimate::reml::reml_outer_engine::GaussianDerivatives
• estimate::reml::reml_outer_engine::GlmCurvatureCorrectionOperator
• estimate::reml::reml_outer_engine::HybridEfsResult
• estimate::reml::reml_outer_engine::HyperCoord
• estimate::reml::reml_outer_engine::HyperCoordDrift
• estimate::reml::reml_outer_engine::HyperCoordPair
• estimate::reml::reml_outer_engine::ImplicitHyperOperator
• estimate::reml::reml_outer_engine::InnerSolution
• estimate::reml::reml_outer_engine::InnerSolutionBuilder
• estimate::reml::reml_outer_engine::MatrixFreeSpdOperator
• estimate::reml::reml_outer_engine::OuterHessianIndefinite
• estimate::reml::reml_outer_engine::OuterHessianRoutePlan
• estimate::reml::reml_outer_engine::PenaltyLogdetDerivs
• estimate::reml::reml_outer_engine::PenaltySubspaceTrace
• estimate::reml::reml_outer_engine::ProjectedFactorCache
• estimate::reml::reml_outer_engine::ProjectedFactorKey
• estimate::reml::reml_outer_engine::RemlLamlResult
• estimate::reml::reml_outer_engine::ScalarGlmIngredients
• estimate::reml::reml_outer_engine::SinglePredictorGlmDerivatives
• estimate::reml::reml_outer_engine::SparseCholeskyOperator
• estimate::reml::reml_outer_engine::SparseDirectionalHyperOperator
• estimate::reml::reml_outer_engine::StochasticTraceConfig
• estimate::reml::reml_outer_engine::StochasticTraceEstimator
• estimate::reml::reml_outer_engine::StochasticTraceState
• evidence::EvidenceHvpLogDet
• evidence::EvidenceIftGradientTerms
• evidence::GaussianMixtureConfig
• evidence::GaussianMixtureFit
• evidence::HybridAtomCandidate
• evidence::HybridAtomChoice
• evidence::HybridSplitSelection
• evidence::RankedRow
• evidence::RemlCandidate
• evidence::RemlComparison
• evidence::ScoreRow
• evidence::SelectedTopology
• evidence::StackingConfig
• evidence::StackingWeights
• evidence::TopologyCandidate
• evidence::TopologySelectOptions
• evidence::UnionComponentFit
• evidence::UnionStructureFit
• gauge::Gauge
• gaussian_reml::DenseFisherGaussianFit
• gaussian_reml::GaussianRemlBackwardResult
• gaussian_reml::GaussianRemlBlockOrthogonalResult
• gaussian_reml::GaussianRemlBlocksBackwardAnalytic
• gaussian_reml::GaussianRemlEigenCache
• gaussian_reml::GaussianRemlFreeBScore
• gaussian_reml::GaussianRemlMultiBackwardProblem
• gaussian_reml::GaussianRemlMultiBatchProblem
• gaussian_reml::GaussianRemlMultiResult
• gaussian_reml::GaussianRemlNoAllocFit
• gaussian_reml::GaussianRemlNoAllocWorkspace
• gaussian_reml::GaussianRemlResult
• gaussian_reml::GaussianRemlWarmStart
• glm_sufficient_lane::FrozenWeightGramTensor
• gpu::pirls_gpu::PirlsGpuInput
• gpu::pirls_gpu::PirlsGpuSharedData
• gpu::pirls_gpu::PirlsGpuStep
• gpu::pirls_gpu::PirlsStepStreamDeviceInput
• gpu::pirls_gpu::PirlsStepStreamInput
• gpu::pirls_gpu::SigmaPirlsGpuWorkspace
• gpu::reml_gpu::RemlGpuEvidence
• gpu::reml_gpu::RemlGpuInput
• gpu_kernels::arrow_schur::ArrowSchurGpuSolution
• gpu_kernels::arrow_schur::ResidentArrowFrameHandle
• gpu_kernels::pirls_row::AlphaLadderDevBuffers
• gpu_kernels::pirls_row::JitFamilySpec
• gpu_kernels::pirls_row::PirlsRowBackend
• gpu_kernels::pirls_row::RowInput
• gpu_kernels::pirls_row::RowOutput
• gpu_kernels::pirls_row::RowOutputDevBuffers
• gpu_kernels::pirls_row::SolveRowBuffers
• gpu_kernels::reml_trace::AdaptiveTraceEvidence
• gpu_kernels::reml_trace::ProbeSeed
• gpu_kernels::reml_trace::RemlTraceHutchinsonEvidence
• gpu_kernels::reml_trace::RemlTraceHutchinsonInput
• gpu_kernels::sae_resident::DeviceResidentArrowBuffers
• gpu_kernels::sae_resident::DeviceResidentArrowShape
• gpu_kernels::sae_resident::DeviceResidentArrowSlabs
• gpu_kernels::sae_resident::DeviceResidentArrowStep
• gpu_kernels::sae_resident::DeviceResidentArrowWorkspace
• gpu_kernels::sae_resident::DeviceResidentInnerOptions
• gpu_kernels::sae_resident::DeviceResidentInnerOutcome
• gpu_kernels::sae_resident::MultiplexedFit
• gpu_kernels::sae_resident::OuterSequenceOutcome
• gpu_kernels::sae_resident::SweepThroughput
• gpu_kernels::sae_resident::SweepVariant
• inference::alo::AloDiagnostics
• inference::alo::AloInput
• inference::alo::MultiBlockAloDiagnostics
• inference::alo::MultiBlockAloInput
• inference::pg_gate_evidence::GateBlock
• inference::pg_gate_evidence::PgGateEvidence
• inference::pg_moments::PgMoments
• inference::residual_factor::ResidualFactorInput
• inference::residual_factor::StructuredResidualModel
• latent_cache::CachedDesign
• latent_cache::ComputedLatentDesign
• latent_cache::LatentDesignCache
• latent_cache::LatentDesignLookup
• latent_cache::LatentRetractionRegistry
• latent_inner::LatentInnerOptions
• latent_inner::LatentInnerOutcome
• latent_inner::LatentInnerSolver
• logdet_bounds::LogdetEnclosure
• loop_guard::FlatStreak
• loop_guard::IterationBound
• loop_guard::RejectEscalator
• measure_jet_glm_sufficient::GlmFixedDesignSufficient
• measure_jet_gram_cache::FixedDesignGramCache
• measure_jet_gram_cache::FixedDesignRowCache
• mixture_link::BetaLogisticKernel
• mixture_link::CLogLogLinkKernel
• mixture_link::CauchitLinkKernel
• mixture_link::InverseLinkJet
• mixture_link::LogLogLinkKernel
• mixture_link::LogitJet5
• mixture_link::LogitLinkKernel
• mixture_link::MixtureJetWithRhoPartials
• mixture_link::ProbitLinkKernel
• mixture_link::SasJetWithParamPartials
• model_types::ActiveLinearConstraintBlock
• model_types::AdaptiveRegularizationOptions
• model_types::CriterionCertificate
• model_types::FitArtifacts
• model_types::FitGeometry
• model_types::FitInference
• model_types::FitOptions
• model_types::FittedBlock
• model_types::ProjectedKktResidual
• model_types::UnifiedFitResult
• model_types::UnifiedFitResultParts
• orthogonal_reparam::OrthogonalReparam
• persistent_warm_start::PersistentBlockInnerSummary
• persistent_warm_start::PersistentBlockWarmStartRecord
• persistent_warm_start::PersistentWarmStartRecord
• pirls::AdaptiveKktTolerance
• pirls::ArrowSchurInnerConfig
• pirls::GaussianFixedCache
• pirls::LinearInequalityConstraints
• pirls::PenaltyConfig
• pirls::PirlsConfig
• pirls::PirlsProblem
• pirls::PirlsResult
• pirls::PirlsWorkspace
• pirls::SparsePenalizedSystem
• pirls::SparseXtwxPrecomputed
• pirls::StablePLSResult
• pirls::VarianceJet
• pirls::WorkingModelIterationInfo
• pirls::WorkingModelPirlsOptions
• pirls::WorkingModelPirlsResult
• pirls::WorkingState
• psi_gram_tensor::PsiGramTensor
• psis::PsisResult
• quadrature::CLogLogConvolutionDerivatives
• quadrature::IntegratedInverseLinkJet
• quadrature::IntegratedMeanDerivative
• quadrature::IntegratedMomentsJet
• quadrature::LatentCLogLogJet5
• quadrature::QuadratureContext
• residual_cascade::CascadeCertificate
• residual_cascade::LevelState
• residual_cascade::RefinementCertificate
• residual_cascade::ResidualCascadeDesign
• residual_cascade::ResidualCascadeFit
• residual_cascade::ResidualCascadeState
• rho_optimizer::ClosureObjective
• rho_optimizer::EfsEval
• rho_optimizer::OuterCapability
• rho_optimizer::OuterEval
• rho_optimizer::OuterGradientFdAudit
• rho_optimizer::OuterGradientFdComponent
• rho_optimizer::OuterPlan
• rho_optimizer::OuterProblem
• rho_optimizer::OuterResult
• rho_optimizer::OuterThetaLayout
• rho_prior_eval::RhoPriorEval
• rho_uncertainty::RhoUncertaintyCostGate
• rho_uncertainty::RhoUncertaintyDiagnostic
• rho_uncertainty::RhoUncertaintyProblemSize
• row_measure::RowSubsampleMask
• row_sampling_measure::CertifiedRowSample
• row_sampling_measure::CoresetCertificate
• row_sampling_measure::DesignedRowSample
• row_sampling_measure::RowSamplingMeasure
• row_sampling_measure::SensitivityCoreset
• row_sampling_measure::SpectralCoreset
• seeding::SeedConfig
• sensitivity::CaseDeletionInfluence
• sensitivity::FitSensitivity
• spline_scan::SplineScanFit
• spline_scan::SplineScanState
• streaming_border::BorderGramCheckpoint
• streaming_border::ChunkAssembler
• streaming_border::StreamingBorderGram
• structure_search::CollapseEvent
• structure_search::MoveBudget
• structure_search::MoveProposal
• structure_search::MoveRecord
• structure_search::SearchLedger
• structure_search::SearchOutcome
• topology_selector::ClosureProfilePoint
• topology_selector::ClosureSelection
• topology_selector::CrossClassCandidate
• topology_selector::CrossClassRaceVerdict
• topology_selector::InsufficientRaceMargin
• topology_selector::MixtureRungFit
• topology_selector::MixtureRungResult
• topology_selector::TopologyAutoFitEvidence
• topology_selector::TopologyAutoRankedFit
• topology_selector::TopologyAutoSelector
• topology_selector::TopologyAutoSelectorResult
• topology_selector::TopologyRaceParallelCandidate
• topology_selector::UnionRungFit
• topology_selector::UnionRungResult
• warm_start_artifact::FitArtifact
• warm_start_artifact::FitDescriptor
• warm_start_artifact::GlobalFitSummary
• warm_start_artifact::ResponseSig
• warm_start_artifact::RowPopulationTag
• warm_start_artifact::SerializableBasisMeta
• warm_start_artifact::SerializableMatrix
• warm_start_artifact::TermArtifact
• warm_start_artifact::TermIdentityKey
• warm_start_transfer::TermBuildContext
• warm_start_transfer::TransferConfig
• warm_start_transfer::TransferResult

Enums

• arrow_schur::ArrowHtbetaCache
• arrow_schur::ArrowSolvePrecisionPolicy
• arrow_schur::ArrowSolverMode
• arrow_schur::ArrowUndampedFactors
• arrow_schur::MixedPrecisionStatus
• arrow_schur::PcgStopReason
• arrow_schur::SchurPreconditionerKind
• continuation_path::LogitStepCap
• continuation_path::PathDemotionReason
• continuation_path::PathRegime
• estimate::BlockRole
• estimate::CoefficientPriorMean
• estimate::ContinuousSmoothnessOrderStatus
• estimate::Dispersion
• estimate::EstimationError
• estimate::PenaltyCoordinate
• estimate::PenaltySpec
• estimate::reml::ImplicitDerivLevel
• estimate::reml::reml_outer_engine::CorrectedCovarianceError
• estimate::reml::reml_outer_engine::DispersionHandling
• estimate::reml::reml_outer_engine::DriftDerivResult
• estimate::reml::reml_outer_engine::EvalMode
• estimate::reml::reml_outer_engine::OuterHessianDerivativeKernel
• estimate::reml::reml_outer_engine::PenaltyCoordinate
• estimate::reml::reml_outer_engine::PseudoLogdetMode
• estimate::reml::reml_outer_engine::RemlError
• evidence::EvidenceLogDetSource
• evidence::HybridAtomParam
• evidence::TopologyKind
• evidence::TopologyScoreScale
• evidence::UnionComponentKind
• evidence::UnionStructure
• gpu_kernels::arrow_schur::ArrowSchurGpuFailure
• gpu_kernels::pirls_row::CurvatureMode
• gpu_kernels::pirls_row::PirlsRowFamily
• gpu_kernels::reml_trace::DerivativeHessian
• gpu_kernels::sae_resident::DeviceResidentArrowError
• gpu_kernels::sae_resident::InnerSolveMode
• inference::alo::AloError
• inference::pg_gate_evidence::PgGateLane
• latent_cache::LatentBasisKind
• logdet_bounds::MarginVerdict
• loop_guard::LoopVerdict
• mixture_link::LinkParamPartials
• model_types::BlockRole
• model_types::CoefficientPriorMean
• model_types::Dispersion
• model_types::EstimationError
• model_types::ExecutionPath
• model_types::FittedLinkState
• model_types::KktResidualSubspace
• model_types::PenaltySpec
• objective_base::HessianResult
• pirls::DirectionalWorkingCurvature
• pirls::ExportedLaplaceCurvature
• pirls::FirthDiagnostics
• pirls::HessianCurvatureKind
• pirls::PirlsCoordinateFrame
• pirls::PirlsLinearSolvePath
• pirls::PirlsStatus
• pirls::WeightFamily
• pirls::WeightLink
• quadrature::IntegratedExpectationMode
• residual_cascade::LogdetMethod
• rho_optimizer::DeclaredHessianForm
• rho_optimizer::Derivative
• rho_optimizer::FallbackPolicy
• rho_optimizer::HessianResult
• rho_optimizer::HessianSource
• rho_optimizer::OuterEvalOrder
• rho_optimizer::OuterHessianMaterialization
• rho_optimizer::OuterStrategyError
• rho_optimizer::SeedOutcome
• rho_optimizer::Solver
• rho_prior_eval::InvalidPriorPolicy
• rho_prior_eval::RhoPriorError
• rho_uncertainty::RhoUncertaintyStatus
• row_sampling_measure::CoresetMarginVerdict
• row_sampling_measure::MeasureProvenance
• seeding::SeedRiskProfile
• sensitivity::FittedInverse
• structure_search::CollapseAction
• structure_search::MoveVerdict
• structure_search::StructureMove
• topology_formula::CandidateTopology
• topology_selector::AutoTopologyKind
• topology_selector::EvidenceCertification
• topology_selector::Headline
• warm_start_artifact::TermRole
• warm_start_artifact::TransferProvenance
• warm_start_transfer::TransferError

Traits

• arrow_schur::BatchedBlockSolver
• arrow_schur::BetaPenaltyOp
• estimate::reml::atoms::CriterionAtom
• estimate::reml::reml_outer_engine::HessianDerivativeProvider
• estimate::reml::reml_outer_engine::HessianOperator
• estimate::reml::reml_outer_engine::HyperOperator
• gauge::CompiledBlockMap
• latent_inner::ArrowSystemAssembler
• mixture_link::InverseLinkKernel
• pirls::WorkingModel
• quadrature::GhqValue
• rho_optimizer::OuterHessianOperator
• rho_optimizer::OuterObjective
• row_measure::RowSubsampleMaskExt

Functions

• active_set::project_point_strictly_into_feasible_cone
• active_set::project_stationarity_residual_on_constraint_cone
• active_set::rank_reduce_rows_pivoted_qr_with_dependence
• active_set::solve_quadratic_with_linear_constraints
• arrow_schur::arrow_bare_quadratic_model_reduction
• arrow_schur::arrow_damped_quadratic_model_reduction
• arrow_schur::arrow_factor_max_pivot
• arrow_schur::arrow_factor_min_pivot
• arrow_schur::arrow_precond_ladder_iteration_study
• arrow_schur::frame_output_gram
• arrow_schur::solve_arrow_newton_step_core
• arrow_schur::solve_arrow_newton_step_with_options
• arrow_schur::solve_arrow_newton_step_with_proximal_correction
• arrow_schur::solve_streaming_reduced_beta
• arrow_schur::solve_with_lm_escalation_inner
• arrow_schur::streaming_cross_row_woodbury_log_det
• continuation_path::couple_schedules
• continuation_path::mean_active_mass
• estimate::compute_continuous_smoothness_order
• estimate::dispersion_from_likelihood
• estimate::ensure_finite_scalar
• estimate::evaluate_external_ift_residual_at_perturbed_rho
• estimate::evaluate_externalcost_andridge
• estimate::evaluate_externalgradient
• estimate::fit_gam
• estimate::fit_gam_with_penalty_specs
• estimate::fit_gamwith_heuristic_lambdas
• estimate::optimize_external_design
• estimate::optimize_external_designwith_heuristic_lambdas
• estimate::reml::assembly::evaluate_solution
• estimate::reml::assembly::penalty_coords_from_blocks
• estimate::reml::jeffreys_subspace::jeffreys_subspace_from_penalty
• estimate::reml::jeffreys_subspace::jeffreys_term_skippable_dense
• estimate::reml::jeffreys_subspace::jeffreys_term_skippable_via_matvec
• estimate::reml::jeffreys_subspace::joint_jeffreys_hphi_explicit_param_derivative
• estimate::reml::jeffreys_subspace::joint_jeffreys_hphi_perturbation_derivative
• estimate::reml::jeffreys_subspace::joint_jeffreys_second_order_completion
• estimate::reml::jeffreys_subspace::joint_jeffreys_term
• estimate::reml::outer_eval::current_outer_iter
• estimate::reml::per_atom_efs::is_frontier_rho_scale
• estimate::reml::per_atom_efs::per_atom_efs_eligible
• estimate::reml::per_atom_efs::run_per_atom_efs
• estimate::reml::reml_outer_engine::compute_block_penalty_logdet_derivs
• estimate::reml::reml_outer_engine::compute_corrected_covariance
• estimate::reml::reml_outer_engine::compute_corrected_covariance_diagonal
• estimate::reml::reml_outer_engine::compute_corrected_covariance_diagonal_with_constraints
• estimate::reml::reml_outer_engine::compute_corrected_covariance_with_constraints
• estimate::reml::reml_outer_engine::compute_efs_update
• estimate::reml::reml_outer_engine::compute_hybrid_efs_update
• estimate::reml::reml_outer_engine::exact_pseudo_logdet
• estimate::reml::reml_outer_engine::hessian_operator_geometric_scale
• estimate::reml::reml_outer_engine::outer_hessian_route_plan
• estimate::reml::reml_outer_engine::penalty_matrix_root
• estimate::reml::reml_outer_engine::positive_eigenvalue_threshold
• estimate::reml::reml_outer_engine::prefer_outer_hessian_operator
• estimate::reml::reml_outer_engine::spectral_epsilon
• estimate::reml::reml_outer_engine::spectral_regularize
• estimate::validate_all_finite
• evidence::arrow_log_det_from_cache
• evidence::cache_matches_system
• evidence::compare_reml_fits
• evidence::cone_of_influence
• evidence::coupling_components
• evidence::evidence_grad_rho
• evidence::evidence_hessian_log_det
• evidence::evidence_ift_gradient_correction
• evidence::fit_gaussian_mixture
• evidence::fit_union_ladder
• evidence::fit_union_structure
• evidence::format_bayes_factor
• evidence::format_three_significant
• evidence::hessian_log_det_from_hvp
• evidence::ift_dbeta_drho
• evidence::ift_du_dbeta
• evidence::laplace_evidence
• evidence::log_bayes_factor
• evidence::select_hybrid_atom
• evidence::select_hybrid_split
• evidence::select_topology
• evidence::solve_stacking_weights
• evidence::stacked_predictive_mean
• evidence::union_per_point_log_density
• evidence::union_responsibility_split
• gauge::assemble_block_triangular_t
• gaussian_reml::add_block_diagonal_penalty
• gaussian_reml::build_gaussian_reml_eigen_cache
• gaussian_reml::build_gaussian_reml_eigen_cache_batched
• gaussian_reml::build_gaussian_reml_eigen_cache_with_nullspace_dim
• gaussian_reml::dense_fisher_gaussian_fit
• gaussian_reml::gaussian_reml_blocks_orthogonal_shared_scale
• gaussian_reml::gaussian_reml_closed_form
• gaussian_reml::gaussian_reml_closed_form_with_nullspace_dim
• gaussian_reml::gaussian_reml_fit_blocks_backward_analytic
• gaussian_reml::gaussian_reml_free_b_score
• gaussian_reml::gaussian_reml_multi_closed_form
• gaussian_reml::gaussian_reml_multi_closed_form_backward
• gaussian_reml::gaussian_reml_multi_closed_form_backward_batch
• gaussian_reml::gaussian_reml_multi_closed_form_backward_from_fit
• gaussian_reml::gaussian_reml_multi_closed_form_batch
• gaussian_reml::gaussian_reml_multi_closed_form_warm_started
• gaussian_reml::gaussian_reml_multi_closed_form_warm_started_with_nullspace_dim
• gaussian_reml::gaussian_reml_multi_closed_form_with_cache
• gaussian_reml::gaussian_reml_multi_closed_form_with_cache_no_alloc
• gaussian_reml::gaussian_reml_multi_closed_form_with_nullspace_dim
• gpu::arrow_schur_gpu::solve_arrow_newton_step_gpu
• gpu::pirls_gpu::allocate_pirls_loop_workspace
• gpu::pirls_gpu::allocate_sigma_pirls_workspace
• gpu::pirls_gpu::cholesky_lower_gpu
• gpu::pirls_gpu::cholesky_solve_gpu
• gpu::pirls_gpu::cholesky_solve_only_gpu
• gpu::pirls_gpu::pirls_loop_on_stream
• gpu::pirls_gpu::solve_gaussian_pls_gpu
• gpu::pirls_gpu::solve_pirls_step_gpu
• gpu::pirls_gpu::solve_pirls_step_on_stream
• gpu::pirls_gpu::solve_pirls_step_on_stream_device
• gpu::pirls_gpu::upload_qs_identity_pirls
• gpu::pirls_gpu::upload_qs_pirls
• gpu::pirls_gpu::upload_shared_pirls_gpu
• gpu::pirls_gpu::weighted_crossprod_gpu
• gpu::reml_gpu::evidence_derivatives_gpu
• gpu_kernels::arrow_schur::gpu_schur_matvec_backend
• gpu_kernels::arrow_schur::solve_arrow_newton_step
• gpu_kernels::arrow_schur::solve_reduced_beta_pcg
• gpu_kernels::arrow_schur::solve_sae_matrix_free_pcg
• gpu_kernels::pirls_row::launch_alpha_ladder_on_stream
• gpu_kernels::pirls_row::launch_row_reweight_jit_on_stream
• gpu_kernels::pirls_row::launch_row_reweight_on_stream
• gpu_kernels::pirls_row::launch_solve_row_on_stream
• gpu_kernels::pirls_row::row_reweight_cpu
• gpu_kernels::reml_trace::evidence_derivatives_hutchinson_cpu
• gpu_kernels::reml_trace::evidence_derivatives_hutchinson_gpu
• gpu_kernels::reml_trace::evidence_traces_adaptive
• gpu_kernels::reml_trace::evidence_traces_adaptive_hvp
• gpu_kernels::reml_trace::fill_rademacher_host
• gpu_kernels::reml_trace::rademacher_entry
• gpu_kernels::reml_trace::should_bypass_cpu_with_gpu_adaptive
• gpu_kernels::reml_trace::should_use_gpu_hutchinson
• gpu_kernels::reml_trace::splitmix64_mix
• gpu_kernels::sae_resident::assert_sweep_parity_vs_sequential
• gpu_kernels::sae_resident::build_sweep_workspaces
• gpu_kernels::sae_resident::color_arm_fixture
• gpu_kernels::sae_resident::color_arm_variant_matrix
• gpu_kernels::sae_resident::qwen_non_gating_fixture
• gpu_kernels::sae_resident::qwen_non_gating_fixture_seeded
• gpu_kernels::sae_resident::run_battery_sweep_multiplexed
• gpu_kernels::sae_resident::run_resident_fits_multiplexed
• gpu_kernels::sae_resident::run_resident_fits_sequential
• gpu_kernels::sae_resident::run_variant_sweep_multiplexed
• inference::alo::compute_alo_diagnostics_from_fit
• inference::alo::compute_alo_diagnostics_from_pirls
• inference::alo::compute_alo_diagnostics_from_unified
• inference::alo::compute_alo_from_input
• inference::alo::compute_case_deletion_from_pirls
• inference::alo::compute_multiblock_alo
• inference::alo::compute_multiblock_alo_leverages
• inference::certificate_impls::coreset_race_verdict
• inference::certificate_impls::enclosure_margin_verdict
• inference::pg_gate_evidence::pg_gate_evidence
• inference::pg_gate_evidence::pg_gate_evidence_moment_matched
• inference::pg_moments::pg_mean
• inference::pg_moments::pg_moments
• inference::pg_moments::pg_variance
• latent_cache::latent_design_context_cache_digest
• latent_cache::pca_center_mean_fingerprint
• logdet_bounds::block_preconditioned_logdet_enclosure
• logdet_bounds::refine_logdet_enclosure_to_margin
• loop_guard::inner_convergence_is_truthful
• loop_guard::madsen_can_retry
• loop_guard::madsen_retry_exhausted
• loop_guard::slow_geometric_rate_exceeds_projection_cap
• mixture_link::beta_logistic_inverse_link_jet
• mixture_link::beta_logistic_inverse_link_jetwith_param_partials
• mixture_link::beta_logistic_inverse_link_pdffourth_derivative
• mixture_link::beta_logistic_inverse_link_pdfthird_derivative
• mixture_link::component_inverse_link_jet
• mixture_link::inverse_link_jet_for_family
• mixture_link::inverse_link_jet_for_family_public
• mixture_link::inverse_link_jet_for_inverse_link
• mixture_link::inverse_link_mu_d1_for_inverse_link
• mixture_link::inverse_link_pdffourth_derivative_for_inverse_link
• mixture_link::inverse_link_pdfthird_derivative_for_inverse_link
• mixture_link::logit_inverse_link_jet5
• mixture_link::mixture_inverse_link_jet
• mixture_link::mixture_inverse_link_jetwith_rho_partials
• mixture_link::mixture_inverse_link_jetwith_rho_partials_into
• mixture_link::sas_inverse_link_jet
• mixture_link::sas_inverse_link_jetwith_param_partials
• mixture_link::sas_inverse_link_pdffourth_derivative
• mixture_link::sas_inverse_link_pdfthird_derivative
• mixture_link::sas_link_state_from_raw
• mixture_link::softmax_last_fixedzero
• mixture_link::softmaxwith_jacobian_last_fixedzero
• mixture_link::state_from_beta_logisticspec
• mixture_link::state_from_sasspec
• mixture_link::state_fromspec
• mixture_link::validate_mixturespec
• model_types::ensure_finite_scalar
• model_types::saved_latent_cloglog_state_from_fit
• model_types::saved_mixture_state_from_fit
• model_types::saved_sas_state_from_fit
• model_types::validate_all_finite
• model_types::validate_dense_hessian_export
• model_types::validate_explicit_dense_hessian_for_whitening
• objective_base::add_rho_block_dense_to_hessian
• parallel_strategy::row_reduction_chunk_count
• parallel_strategy::row_reduction_chunk_rows
• persistent_warm_start::cache_schema_tag
• persistent_warm_start::load_block_record
• persistent_warm_start::load_fit_artifact_by_descriptor
• persistent_warm_start::load_record
• persistent_warm_start::store_block_record
• persistent_warm_start::store_fit_artifact
• persistent_warm_start::store_record
• pirls::array1_l2_norm
• pirls::assemble_and_factor_sparse_penalized_system
• pirls::calculate_deviance
• pirls::calculate_loglikelihood
• pirls::compute_xtwx_low_rank
• pirls::compute_xtwy_low_rank
• pirls::dense_block_xtwx
• pirls::dense_block_xtwy
• pirls::directionalworking_curvature_from_c_array
• pirls::e_obs_from_jets
• pirls::eta_clamp_active
• pirls::fit_model_for_fixed_rho
• pirls::observed_weight_dispatch
• pirls::observed_weight_gaussian_inverse
• pirls::observed_weight_gaussian_log
• pirls::observed_weight_noncanonical
• pirls::outer_hessian_curvature_arrays
• pirls::pointwise_loglikelihood
• pirls::pointwise_loglikelihood_omitting_constants
• pirls::runworking_model_pirls
• pirls::solve_newton_direction_implicit
• pirls::solve_newton_directionwith_lower_bounds
• pirls::solver_hessian_weight_floor
• pirls::update_glmvectors
• pirls::update_glmvectors_by_family
• pirls::update_glmvectors_integrated_by_family
• pirls::update_glmvectors_integrated_for_link
• pirls::variance_jet_for_weight_family
• pirls::weight_family_for_glm_likelihood
• pirls::woodbury_gram_capacitance
• progress_log::init_logging
• psis::fit_gpd_moments
• psis::pareto_smooth_weights
• quadrature::cloglog_ghq_derivatives
• quadrature::cloglog_ghq_derivatives_adaptive
• quadrature::cloglog_ghq_value
• quadrature::cloglog_posterior_mean
• quadrature::cloglog_posterior_meanvariance
• quadrature::integrated_family_moments_jet
• quadrature::integrated_inverse_link_jet
• quadrature::integrated_inverse_link_jetwith_state
• quadrature::integrated_inverse_link_mean_and_derivative
• quadrature::integrated_logit_inverse_link_jet_pirls
• quadrature::latent_cloglog_inverse_link_jet
• quadrature::latent_cloglog_jet5
• quadrature::logit_posterior_mean
• quadrature::logit_posterior_mean_batch
• quadrature::logit_posterior_mean_exact
• quadrature::logit_posterior_meanvariance
• quadrature::logit_posterior_meanwith_deriv
• quadrature::logit_posterior_meanwith_deriv_batch
• quadrature::lognormal_laplace_unit_log_term_shared
• quadrature::normal_expectation_1d_adaptive
• quadrature::normal_expectation_1d_adaptive_pair
• quadrature::normal_expectation_2d_adaptive_result
• quadrature::normal_expectation_3d_adaptive
• quadrature::normal_expectation_nd_adaptive
• quadrature::normal_expectation_nd_adaptive_result
• quadrature::probit_posterior_mean
• quadrature::probit_posterior_meanvariance
• quadrature::probit_posterior_meanwith_deriv_exact
• quadrature::survival_posterior_mean
• quadrature::survival_posterior_meanvariance
• residual_cascade::fit_residual_cascade
• rho_optimizer::arm_outer_wall_clock_deadline
• rho_optimizer::cache_entry_would_help_outer
• rho_optimizer::clear_outer_wall_clock_deadline
• rho_optimizer::log_plan
• rho_optimizer::outer_gradient_fd_audit
• rho_optimizer::outer_wall_clock_deadline_exceeded
• rho_optimizer::plan
• rho_prior_eval::evaluate
• rho_prior_eval::evaluate_strict
• rho_uncertainty::cost_gate_allows
• rho_uncertainty::rho_uncertainty_diagnostic
• row_sampling_measure::bss_spectral_coreset_certified
• row_sampling_measure::greedy_sensitivity_coreset
• row_sampling_measure::per_row_fisher_mass
• row_sampling_measure::sensitivity_upper_bounds
• seeding::generate_rho_candidates
• seeding::select_objective_seed_on_log_lambda_grid
• spline_scan::fit_spline_scan
• spline_scan::fit_spline_scan_at
• streaming_border::chunk_gram_flat
• structure_search::canonical_order
• structure_search::search
• topology_formula::assemble_candidate_formula
• topology_selector::adjudicate_cross_class_race
• topology_selector::build_cv_log_density_table
• topology_selector::deterministic_cv_folds
• topology_selector::deterministic_cv_folds_seeded
• topology_selector::fit_mixture_rung
• topology_selector::fit_union_candidate
• topology_selector::fit_union_rung
• topology_selector::mixture_density_provider
• topology_selector::parse_union_name
• topology_selector::profile_closure_within_smooth_class
• topology_selector::run_topology_race_parallel
• topology_selector::select_topology_with_fit
• topology_selector::select_topology_with_fit_parallel
• topology_selector::tk_normalized_score
• topology_selector::union_density_provider
• warm_start_artifact::term_identity_from_block
• warm_start_transfer::build_warm_start

Type Aliases

• arrow_schur::GpuSchurMatvec
• arrow_schur::RowHtbetaMatvec
• arrow_schur::RowHtbetaTransposeMatvec
• arrow_schur::SharedBetaMatvec
• arrow_schur::StreamingArrowRowBuilder
• estimate::reml::reml_outer_engine::ContractedPsiSecondOrderFn
• estimate::reml::reml_outer_engine::FixedDriftDerivFn
• inference::alo::AloScalarScoreCurvature
• latent_cache::CacheDigest
• topology_selector::HeldOutDensityProvider

Statics

• SMOOTHING_CORRECTION_CUBATURE_COUNT

Constants

• active_set::ACTIVE_SET_PRIMAL_FEASIBILITY_TOL
• arrow_schur::DEFAULT_PROXIMAL_INITIAL_RIDGE
• arrow_schur::DEFAULT_PROXIMAL_MAX_ATTEMPTS
• arrow_schur::DEFAULT_PROXIMAL_RIDGE_GROWTH
• arrow_schur::SPECTRAL_DEFLATION_REL_FLOOR
• continuation_path::CONTINUATION_WALK_BUDGET
• continuation_path::CONTINUATION_WAYPOINTS
• continuation_path::REENTRY_BACKOFF
• continuation_path::S_STEP_FLOOR
• continuation_path::WALK_EVAL_CEILING
• continuation_path::WARM_LEG_EVAL_BUDGET
• estimate::RHO_BOUND
• estimate::reml::jeffreys_subspace::CHEAP_CONDITIONING_PRECHECK_MIN_DIM
• estimate::reml::per_atom_efs::PER_ATOM_EFS_MIN_RHO_DIM
• estimate::reml::reml_outer_engine::MATRIX_FREE_OUTER_HESSIAN_DIM_AT_LARGE_N
• estimate::reml::reml_outer_engine::MATRIX_FREE_OUTER_HESSIAN_LARGE_N_THRESHOLD
• evidence::ANALYTIC_LOGDET_DENSE_DIM_THRESHOLD
• evidence::HYBRID_LINEAR_TURNING_FLOOR
• evidence::UNION_STRUCTURE_LADDER
• gpu_kernels::pirls_row::ALPHA_LADDER
• gpu_kernels::pirls_row::ALPHA_LADDER_LEN
• gpu_kernels::pirls_row::status_flags::ETA_CLAMPED
• gpu_kernels::pirls_row::status_flags::INVALID_RESPONSE
• gpu_kernels::pirls_row::status_flags::MU_FLOORED
• gpu_kernels::pirls_row::status_flags::NONSMOOTH_BERNOULLI
• gpu_kernels::pirls_row::status_flags::ZERO_PRIOR_WEIGHT
• gpu_kernels::reml_trace::HUTCHINSON_ADAPTIVE_REL_TOL
• gpu_kernels::reml_trace::HUTCHINSON_ADAPTIVE_TAU_REL
• gpu_kernels::reml_trace::HUTCHINSON_GPU_MAX_K
• gpu_kernels::reml_trace::HUTCHINSON_GPU_MIN_K
• gpu_kernels::reml_trace::HUTCHINSON_GPU_MIN_P
• gpu_kernels::reml_trace::PCG_HVP_MAX_ITERS
• gpu_kernels::reml_trace::PCG_HVP_REL_TOL
• loop_guard::MADSEN_DAMPING_CAP
• loop_guard::MADSEN_INITIAL_REJECT_FACTOR
• loop_guard::PLATEAU_DEFAULT_WINDOW
• orthogonal_reparam::ORTHOGONAL_PROJECTION_RELATIVE_RIDGE
• orthogonal_reparam::ORTHOGONAL_PROJECTION_RIDGE_FLOOR
• pirls::BETA_MU_EPS
• psi_gram_tensor::PSI_GRAM_CERT_RTOL
• psi_gram_tensor::PSI_GRAM_NODE_LADDER
• psi_gram_tensor::PSI_GRAM_SKIP_PROJ_ATOL
• psi_gram_tensor::PSI_GRAM_SKIP_RANK_RTOL
• psi_gram_tensor::PSI_GRAM_SPOT_POINTS
• psi_gram_tensor::PSI_GRAM_SPOT_RTOL
• psis::MIN_TAIL_COUNT
• streaming_border::CROSS_CHUNK_BASE
• topology_selector::CLOSURE_GAMMA_GRID
• topology_selector::MIXTURE_K_LADDER
• topology_selector::MIXTURE_REFINEMENT_MAX_PROBES
• topology_selector::STACKING_CV_FOLDS
• topology_selector::STACKING_CV_SEED
• warm_start_artifact::FIT_ARTIFACT_SCHEMA