List of all items

Structs

• advanced_bayesian::GaussianProcessMonotonic
• advanced_bayesian::MCMCIsotonicSampler
• advanced_bayesian::NonparametricBayesianIsotonic
• advanced_bayesian::VariationalInferenceIsotonic
• advanced_benchmarks::BenchmarkConfig
• advanced_benchmarks::BenchmarkResult
• advanced_benchmarks::IsotonicBenchmarkSuite
• case_studies::classifier_calibration::CalibrationAnalysis
• case_studies::classifier_calibration::CalibrationData
• case_studies::credit_scoring::CreditRiskAnalysis
• case_studies::credit_scoring::CreditScoreData
• case_studies::demand_curve::DemandAnalysis
• case_studies::demand_curve::DemandData
• case_studies::medical_dose_response::DoseResponseAnalysis
• case_studies::medical_dose_response::DrugDoseResponseData
• case_studies::pollution_monitoring::PollutionAnalysis
• case_studies::pollution_monitoring::PollutionData
• case_studies::summary::CaseStudyInfo
• convex_optimization::admm_solver::AdmmIsotonicRegression
• convex_optimization::cone_programming::ConeProgrammingIsotonicRegression
• convex_optimization::disciplined_convex::DisciplinedConvexIsotonicRegression
• convex_optimization::proximal_gradient::ProximalGradientIsotonicRegression
• convex_optimization::semidefinite_programming::SemidefiniteIsotonicRegression
• core::IsotonicRegression
• differential_equations::FiniteElementIsotonic
• differential_equations::IsotonicDifferentialEquation
• differential_equations::MonotonicBoundaryValueProblem
• differential_equations::SpectralMethodIsotonic
• differential_equations::VariationalIsotonicFormulation
• engineering_applications::ControlSystemIsotonic
• engineering_applications::FatigueLifeIsotonicRegression
• engineering_applications::ReliabilityIsotonicRegression
• engineering_applications::SignalProcessingIsotonic
• engineering_applications::StressStrainIsotonicRegression
• environmental_science::ClimateTrendAnalysis
• environmental_science::EcologicalThresholdEstimation
• environmental_science::EcosystemIsotonicRegression
• environmental_science::EnvironmentalDoseResponseRegression
• environmental_science::PollutionDispersionRegression
• fluent_api::ComplexIsotonicBuilder
• fluent_api::ConstraintBuilder
• fluent_api::FluentIsotonicRegression
• fluent_api::OptimizationConfig
• fluent_api::PreprocessingConfig
• fluent_api::RegularizationConfig
• graph_methods::GraphNeuralNetworkIsotonicLayer
• graph_methods::NetworkConstrainedIsotonicRegression
• graph_methods::RandomWalkIsotonicRegression
• graph_methods::SpectralGraphIsotonicRegression
• middleware::ConstraintPipeline
• middleware::ConstraintSet
• middleware::ConstraintValidationMiddleware
• middleware::LoggingMiddleware
• middleware::NormalizationMiddleware
• middleware::OutlierRemovalMiddleware
• middleware::PipelineBuilder
• middleware::SmoothingMiddleware
• ml_integration::IsotonicEnsemble
• ml_integration::IsotonicNeuralLayer
• ml_integration::IsotonicNeuralNetwork
• ml_integration::IsotonicTransferLearning
• ml_integration::MonotonicDeepLearning
• optimization::BenchmarkResults
• optimization::OptimizationConfig
• optimization::additive::AdditiveIsotonicRegression
• optimization::dual_decomposition::DualDecompositionIsotonicRegressor
• optimization::interior_point::InteriorPointIsotonicRegressor
• optimization::multidimensional::NonSeparableMultiDimensionalIsotonicRegression
• optimization::multidimensional::SeparableMultiDimensionalIsotonicRegression
• optimization::projected_gradient::ProjectedGradientIsotonicRegressor
• optimization::quadratic_programming::ActiveSetIsotonicRegressor
• optimization::quadratic_programming::QuadraticProgrammingIsotonicRegressor
• optimization::sparse::SparseIsotonicRegression
• regularized::additive_isotonic::AdditiveIsotonicRegression
• regularized::analysis_diagnostics::BreakdownPointAnalysis
• regularized::analysis_diagnostics::InfluenceDiagnostics
• regularized::feature_selection_isotonic::FeatureSelectionIsotonicRegression
• regularized::regularized_isotonic::RegularizedIsotonicRegression
• regularized::sparse_isotonic::SparseIsotonicRegression
• regularized::tensor_isotonic::TensorIsotonicRegression
• serialization::ModelPersistence
• serialization::SerializableIsotonicRegression

Enums

• advanced_bayesian::GPKernel
• advanced_bayesian::MCMCMethod
• case_studies::credit_scoring::RiskTier
• case_studies::summary::Domain
• convex_optimization::cone_programming::ConeType
• convex_optimization::disciplined_convex::ConvexConstraint
• convex_optimization::disciplined_convex::ConvexObjective
• convex_optimization::proximal_gradient::RegularizationType
• core::LossFunction
• core::MonotonicityConstraint
• differential_equations::BoundaryCondition
• differential_equations::DifferentialEquationType
• differential_equations::SpectralBasisType
• engineering_applications::FatigueModel
• engineering_applications::ReliabilityModel
• engineering_applications::SignalProcessingMode
• engineering_applications::StressStrainModel
• environmental_science::ClimateTrendType
• environmental_science::EcosystemMetric
• environmental_science::EnvironmentalDoseResponseModel
• environmental_science::PollutionDispersionModel
• environmental_science::ThresholdDetectionMethod
• graph_methods::ActivationType
• graph_methods::AggregationType
• graph_methods::NetworkConstraintType
• middleware::ConstraintValue
• middleware::Monotonicity
• middleware::NormalizationMethod
• ml_integration::EnsembleMethod
• ml_integration::IsotonicActivation
• ml_integration::MonotonicArchitecture
• optimization::OptimizationAlgorithm
• regularized::feature_selection_isotonic::FeatureSelectionMethod

Traits

• middleware::ConstraintMiddleware

Functions

• advanced_bayesian::gaussian_process_monotonic
• advanced_bayesian::mcmc_isotonic_sampling
• advanced_bayesian::nonparametric_bayesian_isotonic
• advanced_bayesian::variational_inference_isotonic
• advanced_benchmarks::quick_benchmark
• algorithms::apply_constraints
• algorithms::isotonic_regression_robust
• algorithms::isotonic_regression_with_loss
• algorithms::linear_interpolate
• algorithms::pool_adjacent_violators_decreasing
• algorithms::pool_adjacent_violators_decreasing_weighted
• algorithms::pool_adjacent_violators_increasing
• algorithms::pool_adjacent_violators_increasing_weighted
• case_studies::summary::available_case_studies
• constraints::apply_bounds
• constraints::apply_concavity_constraint
• constraints::apply_convexity_constraint
• constraints::apply_global_constraint
• constraints::constraint_violation_magnitude
• constraints::count_monotonicity_violations
• constraints::validate_bounds
• constraints::validate_concavity
• constraints::validate_convexity
• constraints::validate_monotonicity
• convex_optimization::admm_solver::admm_isotonic_regression
• convex_optimization::cone_programming::cone_programming_isotonic_regression
• convex_optimization::disciplined_convex::disciplined_convex_isotonic_regression
• convex_optimization::proximal_gradient::proximal_gradient_isotonic_regression
• convex_optimization::semidefinite_programming::sdp_isotonic_regression
• convex_optimization::simd_operations::simd_backtracking_line_search
• convex_optimization::simd_operations::simd_barrier_method_step
• convex_optimization::simd_operations::simd_cone_projection
• convex_optimization::simd_operations::simd_constraint_violation
• convex_optimization::simd_operations::simd_dot_product
• convex_optimization::simd_operations::simd_gradient_computation
• convex_optimization::simd_operations::simd_quadratic_form
• convex_optimization::simd_operations::simd_sdp_matrix_operations
• convex_optimization::simd_operations::simd_vector_norm
• convex_optimization::utils::compute_constraint_violation
• convex_optimization::utils::compute_total_variation
• convex_optimization::utils::create_admm_adaptive_model
• convex_optimization::utils::create_cone_model
• convex_optimization::utils::create_dcp_huber_model
• convex_optimization::utils::create_proximal_elastic_net_model
• convex_optimization::utils::create_proximal_l1_model
• convex_optimization::utils::create_sdp_model
• convex_optimization::utils::is_monotonic
• convex_optimization::utils::recommend_optimization_method
• convex_optimization::utils::sort_data_points
• convex_optimization::utils::validate_convex_input_dimensions
• core::isotonic_regression
• core::isotonic_regression_weighted
• differential_equations::finite_element_isotonic_regression
• differential_equations::isotonic_differential_equation
• differential_equations::monotonic_boundary_value_problem
• differential_equations::spectral_isotonic_regression
• differential_equations::variational_isotonic_regression
• engineering_applications::control_system_isotonic_constraints
• engineering_applications::fatigue_life_isotonic_regression
• engineering_applications::reliability_isotonic_regression
• engineering_applications::signal_processing_isotonic
• engineering_applications::stress_strain_isotonic_regression
• environmental_science::analyze_climate_trend
• environmental_science::detect_ecological_threshold
• environmental_science::ecosystem_isotonic_regression
• environmental_science::environmental_dose_response_regression
• environmental_science::pollution_dispersion_regression
• fluent_api::presets::concave
• fluent_api::presets::convex
• fluent_api::presets::decreasing
• fluent_api::presets::increasing
• fluent_api::presets::median
• fluent_api::presets::non_negative
• fluent_api::presets::probability
• fluent_api::presets::robust
• graph_methods::network_constrained_isotonic_regression
• graph_methods::random_walk_isotonic_regression
• graph_methods::spectral_graph_isotonic_regression
• ml_integration::isotonic_ensemble
• ml_integration::isotonic_neural_network
• ml_integration::isotonic_transfer_learning
• ml_integration::monotonic_deep_learning
• optimization::additive::additive_isotonic_regression
• optimization::dual_decomposition::isotonic_regression_dual_decomposition
• optimization::dual_decomposition::parallel_dual_decomposition
• optimization::interior_point::isotonic_regression_interior_point
• optimization::multidimensional::create_partial_order
• optimization::multidimensional::interpolate_multidimensional
• optimization::multidimensional::non_separable_isotonic_regression
• optimization::multidimensional::separable_isotonic_regression
• optimization::projected_gradient::isotonic_regression_projected_gradient
• optimization::quadratic_programming::isotonic_regression_active_set
• optimization::quadratic_programming::isotonic_regression_qp
• optimization::simd_operations::simd_armijo_line_search
• optimization::simd_operations::simd_constraint_violations
• optimization::simd_operations::simd_dot_product
• optimization::simd_operations::simd_gradient_computation
• optimization::simd_operations::simd_hessian_approximation
• optimization::simd_operations::simd_isotonic_projection
• optimization::simd_operations::simd_newton_step
• optimization::simd_operations::simd_qp_matrix_vector_multiply
• optimization::simd_operations::simd_vector_norm
• optimization::sparse::sparse_isotonic_regression
• pav::pool_adjacent_violators_huber
• pav::pool_adjacent_violators_l1
• pav::pool_adjacent_violators_l2
• pav::pool_adjacent_violators_quantile
• pav::weighted_median
• pav::weighted_quantile
• regularized::additive_isotonic::additive_isotonic_regression
• regularized::analysis_diagnostics::breakdown_point_analysis
• regularized::analysis_diagnostics::influence_diagnostics
• regularized::regularized_isotonic::regularized_isotonic_regression
• regularized::simd_operations::simd_check_monotonicity
• regularized::simd_operations::simd_detect_sparsity
• regularized::simd_operations::simd_interpolate
• regularized::simd_operations::simd_l1_penalty
• regularized::simd_operations::simd_l2_penalty
• regularized::simd_operations::simd_mean
• regularized::simd_operations::simd_mse
• regularized::simd_operations::simd_residuals
• regularized::simd_operations::simd_squared_errors
• regularized::simd_operations::simd_sum
• regularized::simd_operations::simd_variance
• regularized::sparse_isotonic::sparse_isotonic_regression
• regularized::tensor_isotonic::tensor_isotonic_regression
• robust::huber_weighted_mean
• robust::loss_functions::huber_loss
• robust::loss_functions::l1_loss
• robust::loss_functions::l2_loss
• robust::loss_functions::quantile_loss
• robust::robust_statistics::detect_outliers_iqr
• robust::robust_statistics::interquartile_range
• robust::robust_statistics::median_absolute_deviation
• robust::robust_statistics::robust_scale_mad
• robust::weighted_quantile
• serialization::deserialize_isotonic_model
• serialization::serialize_isotonic_model
• unsafe_optimizations::apply_bounds_inplace_unchecked
• unsafe_optimizations::dot_product_unchecked
• unsafe_optimizations::is_monotonic_optimized
• unsafe_optimizations::is_monotonic_unchecked
• unsafe_optimizations::l2_distance_unchecked
• unsafe_optimizations::normalize_inplace_unchecked
• unsafe_optimizations::pav_optimized
• unsafe_optimizations::pav_unchecked
• unsafe_optimizations::sum_optimized
• unsafe_optimizations::sum_unchecked
• unsafe_optimizations::weighted_sum_optimized
• unsafe_optimizations::weighted_sum_unchecked
• utils::argmax
• utils::extract_subset_data
• utils::extract_subset_labels
• utils::mean_squared_error
• utils::mutual_information
• utils::pearson_correlation
• utils::safe_float_cmp
• utils::safe_indexed_float_cmp
• utils::spearman_correlation