List of all items

Structs

• analytic_penalties::ARDPenalty
• analytic_penalties::AnalyticPenaltyOp
• analytic_penalties::AnalyticPenaltyRegistry
• analytic_penalties::BlockOrthogonalityPenalty
• analytic_penalties::BlockSparsityPenalty
• analytic_penalties::DecoderIncoherencePenalty
• analytic_penalties::EdgeRestriction
• analytic_penalties::FrozenAnalyticPenaltyOp
• analytic_penalties::IBPAssignmentPenalty
• analytic_penalties::IbpHessianDiagThirdChannels
• analytic_penalties::IsometryDuchonRadialSource
• analytic_penalties::IsometryPenalty
• analytic_penalties::IvaeRidgeMeanGauge
• analytic_penalties::JumpReLUPenalty
• analytic_penalties::MechanismSparsityPenalty
• analytic_penalties::NestedPrefixPenalty
• analytic_penalties::NuclearNormPenalty
• analytic_penalties::OrthogonalityPenalty
• analytic_penalties::ParametricRowPrecisionPriorPenalty
• analytic_penalties::PsiSlice
• analytic_penalties::RowPrecisionPriorPenalty
• analytic_penalties::ScadMcpPenalty
• analytic_penalties::ScalarWeightSchedule
• analytic_penalties::ScaledPenaltyOp
• analytic_penalties::ShapeMonotonicityPenalty
• analytic_penalties::SheafConsistencyPenalty
• analytic_penalties::SoftmaxAssignmentSparsityPenalty
• analytic_penalties::SparsityPenalty
• analytic_penalties::TopKActivationPenalty
• analytic_penalties::TotalVariationPenalty
• basis::AnisoBasisPsiDerivatives
• basis::AnisoPenaltyCrossProvider
• basis::AutoBSplineKnots
• basis::BSplineBasisSpec
• basis::BSplineBoundaryConditions
• basis::BasisBuildResult
• basis::BasisOptions
• basis::BasisPsiDerivativeBundle
• basis::BasisPsiDerivativeResult
• basis::BasisPsiSecondDerivativeResult
• basis::BasisWorkspace
• basis::BsplineDerivativeWorkspace
• basis::CanonicalPenaltyBlock
• basis::CollocationOperatorMatrices
• basis::ConstantCurvatureBasisSpec
• basis::CubicRegressionBasis
• basis::Dense
• basis::DuchonBasisSpec
• basis::DuchonOperatorPenaltyMatrices
• basis::DuchonOperatorPenaltySpec
• basis::DuchonPartialFractionCoeffs
• basis::ImplicitDesignPsiDerivative
• basis::JointNullRotation
• basis::KroneckerFactoredBasis
• basis::LIndex
• basis::LatentCoordDesignDerivative
• basis::MaternBasisSpec
• basis::MaternSplineBasis
• basis::MeasureJetAnisotropyJets
• basis::MeasureJetBand
• basis::MeasureJetBasisSpec
• basis::MeasureJetEnergyJets
• basis::MeasureJetFrozenQuadrature
• basis::MeasureJetJetStats
• basis::MeasureJetMomentTable
• basis::PenaltyCandidate
• basis::PenaltyInfo
• basis::PeriodicBSplineBasisSpec
• basis::PeriodicSplineCurve
• basis::Sparse
• basis::SpatialBasisPlan
• basis::SphericalSplineBasisSpec
• basis::SplineScratch
• basis::ThinPlateBasisSpec
• basis::ThinPlatePenaltyMatrix
• basis::ThinPlateSplineBasis
• basis::closed_form_operator::ClosedFormPenaltyOperator
• basis::closed_form_penalty::PairBlockBundle
• basis::matern_gradient::StreamingMaternBasisGradientEvaluator
• basis::radial_profile::RadialProfile
• basis::sphere_gpu::DeviceS2KernelMatrix
• basis::sphere_gpu::PenalisedLsSolution
• basis::sphere_gpu::S2KernelBuildInputs
• basis::sphere_gpu::S2ModuleCacheKey
• basis::sphere_gpu::SphereGpuBackend
• chunked_kernel_design::ChunkedKernelDesignOperator
• construction::CanonicalPenalty
• construction::EngineDims
• construction::KroneckerReparamResult
• construction::PenaltyMatrix
• construction::ReparamInvariant
• construction::ReparamResult
• decoders::behavioral_head::BehavioralHead
• decoders::behavioral_head::HeadFeatureSignificance
• decoders::behavioral_head::LeakageAbsorber
• decoders::gated_decoder::GatedSAEDecoder
• decoders::interchange_decoder::InterchangeDecodeBackward
• decoders::interchange_decoder::InterchangeDecodeForward
• decoders::interchange_decoder::InterchangeSwapBackward
• decoders::interchange_decoder::InterchangeSwapForward
• decoders::skip_transcoder::SkipTranscoderRemlInputs
• decoders::skip_transcoder::SkipTranscoderRemlMetrics
• dictionary::LinearDictionaryConfig
• dictionary::LinearDictionaryFit
• geometry::PeeledHull
• grid_spline_2d::GridSpline2dDesign
• grid_spline_2d::GridSpline2dFit
• grid_spline_2d::GridSpline2dPosterior
• grid_spline_2d::GridSpline2dState
• inference::formula_dsl::FormulaDslParse
• inference::formula_dsl::FunctionCallSpec
• inference::formula_dsl::LinkChoice
• inference::formula_dsl::LinkFormulaSpec
• inference::formula_dsl::LinkWiggleFormulaSpec
• inference::formula_dsl::LogSlopeSurfaceSpec
• inference::formula_dsl::ParsedFormula
• inference::formula_dsl::SurvivalFormulaSpec
• inference::higher_order::CumulantArrays
• inference::higher_order::RowLogLikDerivs
• inference::lawley::RhoPenaltyComponent
• inference::lawley::RowExpectedJets
• inference::lawley::RowKappas
• inference::smooth_test::SmoothTestInput
• inference::smooth_test::SmoothTestResult
• inference::structure_evidence::AtomBirthGate
• inference::structure_evidence::CandidateProbe
• inference::structure_evidence::CertificateEntry
• inference::structure_evidence::EProcess
• inference::structure_evidence::PredictablePluginEProcess
• inference::structure_evidence::ProbePlan
• inference::structure_evidence::StructuralClaim
• inference::structure_evidence::StructureCertificate
• inference::structure_evidence::StructureLedger
• kronecker::KroneckerInvariantStructure
• latent::AuxPriorRemlStats
• latent::LatentCoordValues
• smooth::AdaptiveRegularizationDiagnostics
• smooth::AdaptiveSpatialMap
• smooth::BlockwisePenalty
• smooth::DroppedPenaltyBlockInfo
• smooth::FactorSmoothSpec
• smooth::JointSpatialCenterGroupKey
• smooth::KroneckerPenaltySystem
• smooth::LinearColumnConditioning
• smooth::LinearFitConditioning
• smooth::LinearTermSpec
• smooth::LocalSmoothTermBuild
• smooth::PcaScoresMemmapDesignOperator
• smooth::PenaltyBlockInfo
• smooth::RandomEffectBlock
• smooth::RandomEffectTermSpec
• smooth::RawSmoothDesign
• smooth::SmoothDesign
• smooth::SmoothTerm
• smooth::SmoothTermSpec
• smooth::SpatialLengthScaleOptimizationOptions
• smooth::SpatialLogKappaCoords
• smooth::SpatialPsiDerivative
• smooth::StandardLatentCoordConfig
• smooth::TensorBSplineSpec
• smooth::TensorMarginRangeNullProjectors
• smooth::TermCollectionDesign
• smooth::TermCollectionSpec
• smooth::penalty_priors::CoefficientGroupSpec
• smooth::penalty_priors::PenaltyBlockGammaPriorMetadata
• smooth::penalty_priors::RealizedCoefficientGroups
• smooth::structure_analysis::SmoothStructureAnalysis
• structure::anova_atom::AnovaBlocks
• structure::anova_atom::CarveInput
• structure::anova_atom::CarveReport
• structure::anova_atom::ChildDecoder
• structure::anova_atom::FissionPlan
• structure::anova_atom::FittedAtomCarveInput
• structure::anova_atom::PairSurfaceFit
• structure::anova_atom::TensorSurfaceFit
• structure::coefficient_group_resolver::ResolvedGroup
• structure::coefficient_group_resolver::ResolvedGroupHierarchy

Enums

• EstimationError
• WeightField
• analytic_penalties::AnalyticPenaltyKind
• analytic_penalties::DifferenceOpKind
• analytic_penalties::IsometryReference
• analytic_penalties::PenaltyConcavity
• analytic_penalties::PenaltyTier
• analytic_penalties::SparsityKind
• analytic_penalties::WeightField
• basis::AnisoSeedMode
• basis::BSplineEndpointBoundaryCondition
• basis::BSplineIdentifiability
• basis::BSplineKnotPlacement
• basis::BSplineKnotSpec
• basis::BasisError
• basis::BasisEvalKind
• basis::BasisFamily
• basis::BasisMetadata
• basis::BasisStorageLayout
• basis::CenterCountRequest
• basis::CenterStrategy
• basis::CenterStrategyKind
• basis::ConstantCurvatureIdentifiability
• basis::DuchonNullspaceOrder
• basis::KnotSource
• basis::MaternIdentifiability
• basis::MaternNu
• basis::MeasureJetExtrapolationSpectrum
• basis::MeasureJetIdentifiability
• basis::OneDimensionalBoundary
• basis::OperatorPenaltySpec
• basis::PenaltyDropReason
• basis::PenaltySource
• basis::RadialScalarKind
• basis::SpatialIdentifiability
• basis::SpatialStorageMode
• basis::SphereMethod
• basis::SphereWahbaKernel
• basis::SphericalSplineIdentifiability
• basis::input_loc_derivatives::RadialInputKernel
• basis::matern_gradient::MaternBasisGradientTarget
• basis::sphere_gpu::DeviceMatrixLayout
• basis::sphere_gpu::SphereSpectralKernelKind
• construction::PenaltyRepresentation
• decoders::behavioral_head::AuxOutcomeFamily
• dictionary::LinearDictionaryAssignment
• inference::formula_dsl::CallArgSpec
• inference::formula_dsl::FormulaDslError
• inference::formula_dsl::LinkMode
• inference::formula_dsl::ParsedTerm
• inference::formula_dsl::Rule
• inference::formula_dsl::SmoothKind
• inference::smooth_test::SmoothTestScale
• inference::structure_evidence::ClaimKind
• inference::structure_evidence::GateVerdict
• latent::AuxPriorFamily
• latent::AuxPriorStrength
• latent::InputLocationDerivative
• latent::LatentIdMode
• latent::LatentManifold
• penalty_spec::CoefficientPriorMean
• penalty_spec::EstimationError
• penalty_spec::PenaltySpec
• smooth::AnisoBoundEnd
• smooth::BoundedCoefficientPriorSpec
• smooth::BySmoothKind
• smooth::ByVarKind
• smooth::ByVariableSpec
• smooth::FactorSmoothFlavour
• smooth::LinearCoefficientGeometry
• smooth::PenaltyStructureHint
• smooth::ShapeConstraint
• smooth::SmoothBasisSpec
• smooth::SmoothError
• smooth::TensorBSplineIdentifiability
• smooth::TensorBSplinePenaltyDecomposition
• smooth::penalty_priors::CoefficientSelector
• structure::anova_atom::BindingNotion
• structure::anova_atom::FissionDecision
• structure::anova_atom::PairSurfaceBackend
• term_builder::DuchonPowerPolicy
• term_builder::TermBuilderError
• torch_dispatch::TorchSmoothEntry

Traits

• analytic_penalties::AnalyticPenalty
• analytic_penalties::PenaltyManifest
• analytic_penalties::PenaltyOp
• basis::BasisOutput
• basis::BasisOutputFormat
• basis::LocalDesignJacobianProvider
• chunked_kernel_design::SpatialKernelEvaluator

Macros

• analytic_penalty_registry
• bail_dim_basis
• bail_invalid_basis
• bail_invalid_estim
• gpu_bail

Functions

• analytic_penalties::equivariant_penalty::equivariant_penalty_value
• analytic_penalties::equivariant_penalty::gauge_companion_loss
• analytic_penalties::jumprelu_gate_value_grad
• analytic_penalties::resolve_learnable_weight
• basis::accumulate_moment_table
• basis::analyze_penalty_block
• basis::analyze_penalty_block_with_op
• basis::apply_linear_extension_from_first_derivative
• basis::apply_sum_to_zero_constraint
• basis::apply_sum_to_zero_constraint_sparse
• basis::applyweighted_orthogonality_constraint
• basis::assert_no_dense_derivative_materialization
• basis::assert_spatial_centers_below_large_scale_cap
• basis::auto_centers_1d_equal_mass
• basis::auto_knot_vector_1d_quantile
• basis::auto_spatial_center_strategy
• basis::auto_streaming_chunk_size_for_dense
• basis::bspline_tensor_first_derivative
• basis::build_bspline_basis_1d
• basis::build_constant_curvature_basis
• basis::build_constant_curvature_basis_kappa_derivatives
• basis::build_cubic_regression_basis_1d
• basis::build_duchon_basis
• basis::build_duchon_basis_design_and_jets
• basis::build_duchon_basis_log_kappa_derivative
• basis::build_duchon_basis_log_kappa_derivatives
• basis::build_duchon_basis_log_kappa_derivativeswith_collocationwithworkspace
• basis::build_duchon_basis_log_kappa_derivativeswithworkspace
• basis::build_duchon_basis_log_kappa_derivativewithworkspace
• basis::build_duchon_basis_log_kappasecond_derivative
• basis::build_duchon_basis_log_kappasecond_derivativewithworkspace
• basis::build_duchon_basis_mixed_periodicity_auto
• basis::build_duchon_basiswithworkspace
• basis::build_duchon_collocation_operator_matrices
• basis::build_duchon_collocation_operator_matriceswithworkspace
• basis::build_duchon_native_penalty_psi_derivatives
• basis::build_duchon_operator_penalty_matrices
• basis::build_duchon_operator_penalty_psi_derivatives
• basis::build_matern_basis
• basis::build_matern_basis_literal_aniso
• basis::build_matern_basis_log_kappa_aniso_derivatives
• basis::build_matern_basis_log_kappa_derivative
• basis::build_matern_basis_log_kappa_derivatives
• basis::build_matern_basis_log_kappa_derivativeswithworkspace
• basis::build_matern_basis_log_kappa_derivativewithworkspace
• basis::build_matern_basis_log_kappasecond_derivative
• basis::build_matern_basis_log_kappasecond_derivativewithworkspace
• basis::build_matern_basiswithworkspace
• basis::build_matern_collocation_operator_matrices
• basis::build_matern_operator_penalty_psi_derivatives
• basis::build_measure_jet_basis
• basis::build_measure_jet_basis_psi_derivatives
• basis::build_nullspace_shrinkage_penalty
• basis::build_periodic_bspline_basis_1d
• basis::build_spherical_spline_basis
• basis::build_thin_plate_basis
• basis::build_thin_plate_basis_log_kappa_derivative
• basis::build_thin_plate_basis_log_kappa_derivatives
• basis::build_thin_plate_basis_log_kappa_derivativeswithworkspace
• basis::build_thin_plate_basis_log_kappa_derivativewithworkspace
• basis::build_thin_plate_basis_log_kappasecond_derivative
• basis::build_thin_plate_basis_log_kappasecond_derivativewithworkspace
• basis::build_thin_plate_basiswithworkspace
• basis::build_thin_plate_penalty_matrix
• basis::build_thin_plate_penalty_psi_derivativeswithworkspace
• basis::center_strategy_is_auto
• basis::center_strategy_kind
• basis::center_strategy_num_centers
• basis::center_strategy_with_num_centers
• basis::clamped_knot_vector_from_internal_positions
• basis::closed_form_aniso_psi_derivatives_in_total_basis
• basis::closed_form_anisotropic_pair_block
• basis::closed_form_anisotropic_pair_block_pure
• basis::closed_form_matern_pair_block
• basis::closed_form_operator_penalty_in_total_basis
• basis::closed_form_operator_penalty_in_total_basis_pure
• basis::closed_form_penalty::aniso_invariants_scalar
• basis::closed_form_penalty::aniso_invariants_simd
• basis::closed_form_penalty::anisotropic_duchon_penalty
• basis::closed_form_penalty::anisotropic_duchon_penalty_radial
• basis::closed_form_penalty::bessel_k
• basis::closed_form_penalty::isotropic_duchon_penalty
• basis::closed_form_penalty::kappa_first_derivative
• basis::closed_form_penalty::kappa_second_derivative
• basis::closed_form_penalty::matern_kernel_value
• basis::closed_form_penalty::pair_block_radial_with_j_second_derivatives
• basis::closed_form_penalty::psi_first_derivative
• basis::closed_form_penalty::psi_kappa_mixed_derivative
• basis::closed_form_penalty::psi_second_derivative
• basis::closed_form_penalty::pure_duchon_self_pair_value
• basis::closed_form_penalty::radial_derivatives_of_isotropic_duchon
• basis::closed_form_penalty::radial_derivatives_of_isotropic_duchon_kappa_partial
• basis::closed_form_penalty::radial_derivatives_of_isotropic_duchon_kappa_partial2
• basis::closed_form_penalty::riesz_kernel_value
• basis::closed_form_psi_derivatives_in_total_basis
• basis::compute_geometric_constraint_transform
• basis::compute_greville_abscissae
• basis::compute_joint_null_rotation
• basis::conservative_secondary_centers
• basis::constant_curvature_effective_length
• basis::constant_curvature_honest_profiled_reml_score
• basis::constant_curvature_kappa_fair_sign_score
• basis::constant_curvature_kernel_kappa_jets
• basis::constant_curvature_kernel_matrix
• basis::create_basis
• basis::create_closure_difference_penalty_jet
• basis::create_cyclic_difference_penalty_matrix
• basis::create_difference_penalty_matrix
• basis::create_duchon_basis_1d_derivative_dense
• basis::create_ispline_derivative_dense
• basis::create_matern_spline_basiswithworkspace
• basis::create_open_difference_penalty_matrix
• basis::create_thin_plate_spline_basis
• basis::create_thin_plate_spline_basis_with_knot_count
• basis::create_thin_plate_spline_basis_with_knot_count_andworkspace
• basis::create_thin_plate_spline_basiswithworkspace
• basis::default_num_centers
• basis::default_spatial_center_strategy
• basis::default_spherical_harmonic_degree
• basis::duchon_cubic_default
• basis::duchon_max_active_operator_derivative_order
• basis::duchon_nullspace_dimension
• basis::duchon_penalties_at_length_scale
• basis::duchon_polynomial_first_derivative_nd
• basis::duchon_power_to_usize
• basis::duchon_pure_kernel_amplification
• basis::duchon_radial_first_derivative_nd
• basis::duchon_radial_second_derivative_nd
• basis::duchon_radial_third_derivative_nd
• basis::duchon_sae_atom_basis_with_jet
• basis::duchon_sae_atom_penalty
• basis::duchon_sae_atom_second_jet
• basis::duchon_sae_atom_third_jet
• basis::estimate_penalty_nullity
• basis::evaluate_bspline_basis_scalar
• basis::evaluate_bspline_derivative_scalar
• basis::evaluate_bspline_derivative_scalar_into
• basis::evaluate_bspline_fourth_derivative_scalar
• basis::evaluate_bsplinesecond_derivative_scalar
• basis::evaluate_bsplinethird_derivative_scalar
• basis::evaluate_ispline_scalar
• basis::evaluate_ispline_scalarwith_scratch
• basis::evaluate_mspline_scalar
• basis::expand_periodic_centers
• basis::filter_active_penalty_candidates
• basis::filter_active_penalty_candidates_with_ops
• basis::fit_periodic_bspline_curve
• basis::initial_aniso_contrasts
• basis::initializewiggle_knots_from_seed
• basis::input_loc_derivatives::contract_input_loc_gradient
• basis::jet_sufficient_stats
• basis::knot_cloud_axis_scales
• basis::lower_triangular_indices
• basis::matern_input_location_hessian_nd
• basis::matern_input_location_jet_nd
• basis::matern_radial_first_derivative_nd
• basis::matern_radial_second_derivative_nd
• basis::measure_jet_anisotropy_energy_form
• basis::measure_jet_anisotropy_energy_form_with_jets
• basis::measure_jet_band
• basis::measure_jet_center_masses
• basis::measure_jet_design_matrix
• basis::measure_jet_energy_form
• basis::measure_jet_energy_form_with_jets
• basis::measure_jet_energy_forms_per_scale
• basis::measure_jet_extrapolation_variance
• basis::measure_jet_multiscale_mode
• basis::measure_jet_quadrature_nodes
• basis::measure_jet_scale_spectrum
• basis::measure_jet_support_curve
• basis::merge_moment_tables
• basis::minimum_duchon_power_for_operator_penalties
• basis::monomial_exponents
• basis::operator_penalty_candidates_closed_form
• basis::operator_penalty_candidates_closed_form_pure
• basis::orthogonality_transform_for_design
• basis::penalty_greville_abscissae_for_knots
• basis::periodic_bspline_first_derivative_nd
• basis::plan_spatial_basis
• basis::pseudo_s2_truncated_coefficients
• basis::radial_input_location_jet_nd
• basis::realized_constant_curvature_length_scale
• basis::realized_measure_jet_length_scale
• basis::recenter_moment_table
• basis::recompute_null_eigenvectors
• basis::resolve_duchon_orders
• basis::select_centers_by_strategy
• basis::select_cr_knots
• basis::select_spherical_farthest_point_centers
• basis::select_thin_plate_knots
• basis::should_use_implicit_operators_with_policy
• basis::should_use_sparse_basis
• basis::sobolev_s2_truncated_coefficients
• basis::sphere_first_derivative_nd
• basis::sphere_gpu::build_center_kernel_device
• basis::sphere_gpu::build_householder_constrained_design_device
• basis::sphere_gpu::build_kernel_matrix_device
• basis::sphere_gpu::constrained_penalty_host
• basis::sphere_gpu::householder_reflector_from_weights
• basis::sphere_gpu::latlon_to_xyz_host
• basis::sphere_gpu::solve_penalised_ls_device
• basis::sphere_gpu::sphere_gpu_compiled
• basis::sphere_gpu::sphere_kernel_decision
• basis::sphere_truncated_spectral_eval
• basis::spherical_spline_design_jet
• basis::spherical_wahba_kernel_matrix
• basis::spherical_wahba_kernel_matrix_with_kind
• basis::thin_plate_penalties_at_length_scale
• basis::thin_plate_polynomial_basis_dimension
• construction::calculate_condition_number
• construction::canonicalize_penalty_spec
• construction::canonicalize_penalty_specs
• construction::create_balanced_penalty_root_from_canonical
• construction::kronecker_logdet_and_derivatives
• construction::kronecker_product
• construction::kronecker_reparameterization_engine
• construction::kronecker_reparameterization_engine_with_invariant
• construction::precompute_reparam_invariant_from_canonical
• construction::report_penalty_pair_redundancy
• construction::stable_reparameterization_engine_canonical
• construction::stable_reparameterizationwith_invariant
• construction::trace_penalty_covariance_in_orthogonal_basis
• construction::trace_reduced_penalty_covariance
• decoders::behavioral_head::head_feature_significance
• decoders::behavioral_head::orthonormal_span
• decoders::interchange_decoder::interchange_decode_backward
• decoders::interchange_decoder::interchange_decode_forward
• decoders::interchange_decoder::interchange_swap_backward
• decoders::interchange_decoder::interchange_swap_forward
• decoders::skip_transcoder::skip_transcoder_reml_metrics
• dictionary::fit_linear_dictionary
• grid_spline_2d::axis_basis_at
• grid_spline_2d::chol_solve
• grid_spline_2d::cholesky_logdet
• grid_spline_2d::fit_grid_spline_2d
• grid_spline_2d::fit_grid_spline_2d_at
• inference::formula_dsl::binomial_inverse_link_supports_joint_wiggle
• inference::formula_dsl::default_linkwiggle_formulaspec
• inference::formula_dsl::effectivelinkwiggle_formulaspec
• inference::formula_dsl::formula_rhs_text
• inference::formula_dsl::inverse_link_supports_joint_wiggle
• inference::formula_dsl::joint_wiggle_unsupported_link_message
• inference::formula_dsl::likelihood_spec_supports_joint_wiggle
• inference::formula_dsl::linkchoice_supports_joint_wiggle
• inference::formula_dsl::linkname_supports_joint_wiggle
• inference::formula_dsl::marginal_slope_logslope_surfaces
• inference::formula_dsl::option_bool
• inference::formula_dsl::option_bool_strict
• inference::formula_dsl::option_f64
• inference::formula_dsl::option_f64_strict
• inference::formula_dsl::option_usize
• inference::formula_dsl::option_usize_any
• inference::formula_dsl::option_usize_any_strict
• inference::formula_dsl::option_usize_strict
• inference::formula_dsl::parse_formula
• inference::formula_dsl::parse_formula_dsl
• inference::formula_dsl::parse_function_call
• inference::formula_dsl::parse_link_choice
• inference::formula_dsl::parse_link_component
• inference::formula_dsl::parse_link_component_list
• inference::formula_dsl::parse_linkname
• inference::formula_dsl::parse_linkwiggle_formulaspec
• inference::formula_dsl::parse_matching_auxiliary_formula
• inference::formula_dsl::parse_surv_interval_response
• inference::formula_dsl::parse_surv_response
• inference::formula_dsl::parse_term
• inference::formula_dsl::parsed_term_column_names
• inference::formula_dsl::parsed_terms_reference_column
• inference::formula_dsl::require_binomial_inverse_link_supports_joint_wiggle
• inference::formula_dsl::require_inverse_link_supports_joint_wiggle
• inference::formula_dsl::require_likelihood_spec_supports_joint_wiggle
• inference::formula_dsl::require_linkchoice_supports_joint_wiggle
• inference::formula_dsl::strip_quotes
• inference::formula_dsl::validate_auxiliary_formula_controls
• inference::formula_dsl::validate_marginal_slope_z_column_exclusion
• inference::higher_order::assemble_cumulants
• inference::higher_order::bartlett_factor_from_mean
• inference::higher_order::row_derivs_from_nll_tower
• inference::higher_order::scalar_standardized_cumulants
• inference::lawley::known_scale_expected_jets
• inference::lawley::known_scale_expected_jets_with_dispersion
• inference::lawley::lawley_epsilon
• inference::lawley::lawley_lr_bartlett_factor
• inference::lawley::lawley_lr_bartlett_factor_with_rho_variation
• inference::lawley::lawley_lr_mean_shift
• inference::lawley::lawley_lr_mean_shift_with_rho_variation
• inference::smooth_test::wood_smooth_test
• inference::structure_evidence::e_benjamini_hochberg
• inference::structure_evidence::expected_resolution_budget
• inference::structure_evidence::log_e_from_p_calibrator
• inference::structure_evidence::plan_probe_for_contested_claim
• inference::structure_evidence::run_atom_birth_gate
• inference::structure_evidence::select_probe_by_expected_evidence
• inference::structure_evidence::split_likelihood_log_e_value
• kronecker::kronecker_product
• latent::active_mass_breached
• latent::aux_prior_reml_stats
• latent::aux_prior_targets
• penalty_spec::validate_penalty_spec_shape
• smooth::all_spatial_terms_kappa_fixed
• smooth::apply_by_variable_to_local_build
• smooth::apply_measure_jet_psi
• smooth::apply_response_aware_anisotropy_seed
• smooth::apply_shape_constraints_to_formula
• smooth::assemble_term_collection_design_matrix
• smooth::auto_init_length_scale_in_basis
• smooth::auto_init_length_scale_in_place
• smooth::auto_initial_length_scale
• smooth::blocks_have_intrinsic_sparse_structure
• smooth::bspline_basis_min_rows
• smooth::build_by_smooth_local
• smooth::build_factor_smooth
• smooth::build_pca_smooth_basis
• smooth::build_random_effect_block
• smooth::build_single_local_smooth_term
• smooth::build_smooth_design
• smooth::build_smooth_design_withworkspace
• smooth::build_smooth_design_withworkspace_unvalidated
• smooth::build_tensor_bspline_basis
• smooth::build_term_collection_derivative_design
• smooth::build_term_collection_design
• smooth::build_term_collection_design_inner
• smooth::center_aniso_log_scales
• smooth::constant_curvature_kappa_bounds
• smooth::constant_curvature_term_spec
• smooth::default_linear_term_double_penalty
• smooth::default_pca_chunk_size
• smooth::default_pca_smooth_penalty
• smooth::default_random_effect_penalized
• smooth::defer_inner_model_centering_to_factor_level_wrapper
• smooth::dense_local_margin_to_sparse
• smooth::describe_thin_plate_center_request
• smooth::ensure_by_variable_specs_match
• smooth::factor_smooth_marginal_for_replay
• smooth::freeze_measure_jet_length_scale_learning
• smooth::freeze_raw_spatial_metadata
• smooth::freeze_term_collection_from_design
• smooth::get_spatial_aniso_log_scales
• smooth::get_spatial_feature_dim
• smooth::get_spatial_length_scale
• smooth::input_standardization::apply_input_standardization
• smooth::input_standardization::compensate_length_scale_for_standardization
• smooth::input_standardization::compensate_optional_length_scale_for_standardization
• smooth::input_standardization::compute_spatial_input_scales
• smooth::is_nullspace_degeneracy_prior
• smooth::joint_unpenalized_dim
• smooth::log_spatial_aniso_scales
• smooth::matern_operator_penalty_triplet_at_length_scale
• smooth::matern_operator_penalty_triplet_from_metadata
• smooth::measure_jet_enrolls_psi
• smooth::measure_jet_learns_length_scale
• smooth::measure_jet_penalty_psi_dim
• smooth::measure_jet_psi_bound_values
• smooth::measure_jet_psi_dim
• smooth::measure_jet_psi_seed
• smooth::measure_jet_term_spec
• smooth::nonfinite_value_label
• smooth::normalize_penalty_in_constrained_space
• smooth::parse_f64_2d_npy_header
• smooth::parse_shape_constraint
• smooth::pca_center_mean
• smooth::penalty_priors::realize_coefficient_groups
• smooth::penalty_priors::realize_keyed_penalty_block_gamma_priors
• smooth::penalty_priors::realize_penalty_block_gamma_priors
• smooth::plan_joint_spatial_centers_for_term_blocks
• smooth::projector_from_columns
• smooth::remap_smooth_basis_feature_columns
• smooth::resolve_factor_smooth_levels
• smooth::response_aware_axis_contrasts
• smooth::rewrite_thin_plate_knots_error
• smooth::select_columns
• smooth::set_constant_curvature_kappa
• smooth::set_measure_jet_psi_dials
• smooth::set_single_term_constant_curvature_kappa
• smooth::set_single_term_measure_jet_psi_dials
• smooth::set_spatial_aniso_log_scales
• smooth::set_spatial_length_scale
• smooth::set_spatial_term_centers
• smooth::shape_constraints::linear_constraints_from_lower_bounds_global
• smooth::shape_constraints::merge_linear_constraints_global
• smooth::shape_constraints::shape_lower_bounds_local
• smooth::sparse_compatible_block_nnz
• smooth::spatial_identifiability_policy
• smooth::spatial_term_center_strategy
• smooth::spatial_term_group_key
• smooth::spatial_term_has_locked_kappa
• smooth::spatial_term_min_center_count
• smooth::spatial_term_psi_bounds
• smooth::spatial_term_psi_seed
• smooth::spatial_term_psi_to_length_scale_and_aniso
• smooth::spatial_term_supports_hyper_optimization
• smooth::spatial_term_uses_per_axis_psi
• smooth::standardized_spatial_term_data
• smooth::structure_analysis::analyze_smooth_ownership
• smooth::structure_analysis::smooth_has_frozen_identifiability
• smooth::structure_analysis::smooth_term_feature_cols
• smooth::sync_aniso_contrasts_from_metadata
• smooth::tensor_margin_range_null_projectors
• smooth::tensor_product_design_from_marginals
• smooth::tensor_product_design_from_sparse_marginals
• smooth::term_collection_has_one_sided_anchored_bspline
• smooth::try_build_sparse_design_from_blocks
• smooth::validate_measure_jet_positive_vec_len
• smooth::validate_smooth_basis_frozen
• smooth::validate_smooth_terms_finite_inputs
• smooth::validate_term_collection_finite_inputs
• smooth::validate_term_feature_column_finite
• smooth::weighted_blockwise_penalty_sum
• smooth_overrides::apply_smooth_overrides
• structure::anova_atom::anova_blocks
• structure::anova_atom::basis_means
• structure::anova_atom::carve
• structure::anova_atom::carve_input_from_fitted_atom
• structure::anova_atom::fission_decision
• structure::anova_atom::fit_pair_surface
• structure::anova_atom::fit_tensor_surface
• term_builder::build_smooth_basis
• term_builder::build_termspec
• term_builder::col_minmax
• term_builder::column_map_with_alias
• term_builder::enable_scale_dimensions
• term_builder::has_explicit_countwith_basis_alias
• term_builder::heuristic_centers
• term_builder::heuristic_knots_for_column
• term_builder::parse_countwith_basis_alias
• term_builder::parse_cyclic_boundary
• term_builder::parse_duchon_order
• term_builder::parse_duchon_power
• term_builder::parse_duchon_power_policy
• term_builder::parse_periodic_domain_1d
• term_builder::resolve_col
• term_builder::resolve_role_col
• term_builder::resolve_smooth_type_name
• term_builder::smooth_type_uses_spatial_center_heuristic
• term_builder::spatial_center_strategy_for_dimension
• term_builder::unique_count_column
• term_builder::validate_known_options
• torch_dispatch::dispatch_key

Constants

• analytic_penalties::ENTROPY_LOG_PROBABILITY_FLOOR
• basis::radial_profile::PROFILE_CERT_RTOL
• basis::radial_profile::PROFILE_NODE_LADDER
• basis::radial_profile::PROFILE_SPOT_CHECK_POINTS
• basis::radial_profile::PROFILE_SPOT_RTOL
• inference::lawley::LAWLEY_PAIR_MATRIX_MAX_ROWS
• smooth::BLOCK_SPARSE_MAX_DENSITY
• smooth::BLOCK_SPARSE_ZERO_EPS
• smooth::CONSTANT_CURVATURE_KAPPA_CHART_FRACTION
• smooth::CONSTANT_CURVATURE_MIN_CHART_RADIUS2
• smooth::KERNEL_RANGE_MAX_SPACING_MULTIPLE
• smooth::KERNEL_RANGE_MIN_DIAMETER_FRACTION
• smooth::MEASURE_JET_PSI_ALPHA_BOUNDS
• smooth::MEASURE_JET_PSI_LN_LENGTH_SCALE_BOUNDS
• smooth::MEASURE_JET_PSI_LN_TAU_BOUNDS
• smooth::NULLSPACE_WELLDET_DEGENERACY_RHO_SD
• smooth::SMOOTH_HEAD_KEYWORDS
• structure::anova_atom::FISSION_MAX_INTERACTION_FRACTION
• term_builder::SECONDARY_CENTER_CAP_OPTION