List of all items
Structs
- automatic_differentiation::ADResult
- automatic_differentiation::AutoDiffOptions
- automatic_differentiation::FunctionWrapper
- automatic_differentiation::dual_numbers::Dual
- automatic_differentiation::dual_numbers::MultiDual
- automatic_differentiation::forward_mode::ForwardADOptions
- automatic_differentiation::forward_mode::SecondOrderDual
- automatic_differentiation::reverse_mode::ComputationGraph
- automatic_differentiation::reverse_mode::ReverseADOptions
- automatic_differentiation::reverse_mode::ReverseVariable
- automatic_differentiation::tape::ComputationTape
- automatic_differentiation::tape::StreamingTape
- automatic_differentiation::tape::TapeBuilder
- automatic_differentiation::tape::TapeStats
- automatic_differentiation::tape::Variable
- constrained::Constraint
- constrained::Options
- constrained::augmented_lagrangian::AugmentedLagrangianOptions
- constrained::augmented_lagrangian::AugmentedLagrangianResult
- constrained::interior_point::InteriorPointOptions
- constrained::interior_point::InteriorPointResult
- constrained::interior_point::InteriorPointSolver
- global::BasinHoppingOptions
- global::BayesianOptimizationOptions
- global::BayesianOptimizer
- global::ClusterCentroid
- global::ClusteringOptions
- global::ClusteringResult
- global::DifferentialEvolutionOptions
- global::DualAnnealingOptions
- global::LocalMinimum
- global::MultiStartOptions
- global::ParticleSwarmOptions
- global::SimulatedAnnealingOptions
- global::Space
- jit_optimization::CompiledFunction
- jit_optimization::FunctionMetadata
- jit_optimization::FunctionProfiler
- jit_optimization::JitCompiler
- jit_optimization::JitOptions
- jit_optimization::JitStats
- jit_optimization::PatternDetector
- least_squares::bounded::BoundedOptions
- least_squares::main::Options
- least_squares::robust::BisquareLoss
- least_squares::robust::CauchyLoss
- least_squares::robust::HuberLoss
- least_squares::robust::RobustOptions
- least_squares::robust::SquaredLoss
- least_squares::separable::SeparableOptions
- least_squares::separable::SeparableResult
- least_squares::sparse::SparseInfo
- least_squares::sparse::SparseMatrix
- least_squares::sparse::SparseOptions
- least_squares::sparse::SparseResult
- least_squares::total::TotalLeastSquaresOptions
- least_squares::total::TotalLeastSquaresResult
- least_squares::weighted::WeightedOptions
- ml_optimizers::ADMMOptimizer
- ml_optimizers::CoordinateDescentOptimizer
- ml_optimizers::ElasticNetOptimizer
- ml_optimizers::GroupLassoOptimizer
- ml_optimizers::LassoOptimizer
- multi_objective::MultiObjectiveConfig
- multi_objective::MultiObjectiveResult
- multi_objective::MultiObjectiveSolution
- multi_objective::NSGAII
- multi_objective::NSGAIII
- multi_objective::scalarization::EpsilonConstraint
- neural_integration::NeuralOptimizer
- neural_integration::NeuralParameters
- neural_integration::NeuralTrainer
- parallel::OptimizationResult
- parallel::ParallelMultiStart
- parallel::ParallelOptions
- result::OptimizeResults
- roots::Options
- scalar::Options
- scalar::ScalarOptimizeResult
- simd_ops::SimdConfig
- simd_ops::SimdVectorOps
- sparse_numdiff::finite_diff::SparseFiniteDiffOptions
- stochastic::BatchGradientWrapper
- stochastic::InMemoryDataProvider
- stochastic::StochasticOptions
- stochastic::adam::AdamOptions
- stochastic::adamw::AdamWOptions
- stochastic::momentum::MomentumOptions
- stochastic::rmsprop::RMSPropOptions
- stochastic::sgd::SGDOptions
- unconstrained::Bounds
- unconstrained::Options
- unconstrained::adaptive_convergence::AdaptationStats
- unconstrained::adaptive_convergence::AdaptiveToleranceOptions
- unconstrained::adaptive_convergence::AdaptiveToleranceState
- unconstrained::adaptive_convergence::ConvergenceStatus
- unconstrained::advanced_line_search::AdvancedLineSearchOptions
- unconstrained::advanced_line_search::LineSearchResult
- unconstrained::advanced_line_search::LineSearchStats
- unconstrained::advanced_line_search::NonMonotoneState
- unconstrained::callback_diagnostics::CallbackInfo
- unconstrained::callback_diagnostics::DiagnosticOptimizer
- unconstrained::convergence_diagnostics::ConditioningAnalysis
- unconstrained::convergence_diagnostics::ConvergenceAnalysis
- unconstrained::convergence_diagnostics::ConvergenceDiagnostics
- unconstrained::convergence_diagnostics::ConvergenceMetrics
- unconstrained::convergence_diagnostics::DiagnosticCollector
- unconstrained::convergence_diagnostics::DiagnosticOptions
- unconstrained::convergence_diagnostics::DiagnosticWarning
- unconstrained::convergence_diagnostics::EfficiencyMetrics
- unconstrained::convergence_diagnostics::IterationDiagnostic
- unconstrained::convergence_diagnostics::LineSearchDiagnostic
- unconstrained::convergence_diagnostics::PerformanceMetrics
- unconstrained::convergence_diagnostics::ProblemAnalysis
- unconstrained::convergence_diagnostics::StagnationAnalysis
- unconstrained::efficient_sparse::EfficientSparseOptions
- unconstrained::efficient_sparse::SparsityInfo
- unconstrained::memory_efficient::MemoryOptions
- unconstrained::memory_efficient_sparse::UltraScaleOptions
- unconstrained::result::OptimizeResult
- unconstrained::robust_convergence::RobustConvergenceOptions
- unconstrained::robust_convergence::RobustConvergenceResult
- unconstrained::robust_convergence::RobustConvergenceState
- unconstrained::simd_bfgs::SimdBfgsOptions
- unconstrained::sparse_optimization::SparseOptimizationOptions
- unconstrained::strong_wolfe::StrongWolfeOptions
- unconstrained::strong_wolfe::StrongWolfeResult
- unconstrained::subspace_methods::SubspaceOptions
- unconstrained::truncated_newton::TruncatedNewtonOptions
Enums
- automatic_differentiation::ADMode
- automatic_differentiation::tape::TapeNode
- constrained::ConstraintKind
- constrained::Method
- error::OptimizeError
- global::AcquisitionFunctionType
- global::ClusteringAlgorithm
- global::InitialPointGenerator
- global::KernelType
- global::Parameter
- global::StartPointStrategy
- global::StartingPointStrategy
- jit_optimization::FunctionPattern
- least_squares::main::Method
- least_squares::separable::LinearSolver
- least_squares::total::TLSMethod
- roots::Method
- scalar::Method
- stochastic::LearningRateSchedule
- stochastic::StochasticMethod
- unconstrained::Method
- unconstrained::advanced_line_search::InterpolationStrategy
- unconstrained::advanced_line_search::LineSearchMethod
- unconstrained::callback_diagnostics::CallbackResult
- unconstrained::convergence_diagnostics::ConvergencePhase
- unconstrained::convergence_diagnostics::ConvergenceRate
- unconstrained::convergence_diagnostics::ExportFormat
- unconstrained::convergence_diagnostics::ProblemDifficulty
- unconstrained::convergence_diagnostics::ProblemFeature
- unconstrained::convergence_diagnostics::StagnationType
- unconstrained::convergence_diagnostics::WarningSeverity
- unconstrained::quasi_newton::UpdateFormula
- unconstrained::subspace_methods::SubspaceMethod
- unconstrained::truncated_newton::Preconditioner
Traits
- automatic_differentiation::AutoDiffFunction
- automatic_differentiation::dual_numbers::DualNumber
- least_squares::robust::RobustLoss
- stochastic::DataProvider
- stochastic::StochasticGradientFunction
Functions
- automatic_differentiation::autodiff
- automatic_differentiation::create_ad_gradient
- automatic_differentiation::create_ad_hessian
- automatic_differentiation::dual_numbers::create_dual_variables
- automatic_differentiation::dual_numbers::create_multi_dual_variables
- automatic_differentiation::forward_mode::forward_gradient
- automatic_differentiation::forward_mode::forward_gradient_multi
- automatic_differentiation::forward_mode::forward_hessian_diagonal
- automatic_differentiation::forward_mode::forward_hessian_diagonal_exact
- automatic_differentiation::forward_mode::forward_jacobian
- automatic_differentiation::forward_mode::is_forward_mode_efficient
- automatic_differentiation::optimize_ad_mode
- automatic_differentiation::reverse_mode::add
- automatic_differentiation::reverse_mode::cos
- automatic_differentiation::reverse_mode::div
- automatic_differentiation::reverse_mode::exp
- automatic_differentiation::reverse_mode::is_reverse_mode_efficient
- automatic_differentiation::reverse_mode::ln
- automatic_differentiation::reverse_mode::mul
- automatic_differentiation::reverse_mode::powi
- automatic_differentiation::reverse_mode::reverse_gauss_newton_hessian
- automatic_differentiation::reverse_mode::reverse_gradient
- automatic_differentiation::reverse_mode::reverse_gradient_with_tape
- automatic_differentiation::reverse_mode::reverse_hessian
- automatic_differentiation::reverse_mode::reverse_vjp
- automatic_differentiation::reverse_mode::sin
- automatic_differentiation::reverse_mode::sub
- constrained::augmented_lagrangian::minimize_augmented_lagrangian
- constrained::augmented_lagrangian::minimize_equality_constrained
- constrained::augmented_lagrangian::minimize_inequality_constrained
- constrained::cobyla::minimize_cobyla
- constrained::interior_point::minimize_interior_point
- constrained::interior_point::minimize_interior_point_constrained
- constrained::minimize_constrained
- constrained::slsqp::minimize_slsqp
- constrained::trust_constr::minimize_trust_constr
- global::basinhopping
- global::bayesian_optimization
- global::differential_evolution
- global::dual_annealing
- global::generate_diverse_start_points
- global::multi_start
- global::multi_start_with_clustering
- global::particle_swarm
- global::simulated_annealing
- jit_optimization::optimize_function
- least_squares::bounded::bounded_least_squares
- least_squares::main::least_squares
- least_squares::robust::robust_least_squares
- least_squares::separable::separable_least_squares
- least_squares::sparse::lsqr
- least_squares::sparse::sparse_least_squares
- least_squares::total::total_least_squares
- least_squares::weighted::weighted_least_squares
- ml_optimizers::ml_problems::elastic_net_regression
- ml_optimizers::ml_problems::group_lasso_regression
- ml_optimizers::ml_problems::lasso_regression
- multi_objective::scalarization::achievement_scalarizing
- multi_objective::scalarization::weighted_sum
- multi_objective::scalarization::weighted_tchebycheff
- neural_integration::optimizers::adam
- neural_integration::optimizers::adamw
- neural_integration::optimizers::sgd
- parallel::parallel_evaluate_batch
- parallel::parallel_finite_diff_gradient
- parallel::parallel_finite_diff_hessian
- parallel::parallel_line_search
- roots::root
- roots_anderson::root_anderson
- roots_anderson::solve_least_squares
- roots_krylov::root_krylov
- scalar::minimize_scalar
- sparse_numdiff::coloring::determine_column_groups
- sparse_numdiff::compression::compress_hessian_pattern
- sparse_numdiff::compression::compress_jacobian_pattern
- sparse_numdiff::compression::reconstruct_hessian
- sparse_numdiff::compression::reconstruct_jacobian
- sparse_numdiff::finite_diff::compute_step_sizes
- sparse_numdiff::hessian::sparse_hessian
- sparse_numdiff::jacobian::sparse_jacobian
- stochastic::adam::minimize_adam
- stochastic::adam::minimize_adam_with_warmup
- stochastic::adamw::minimize_adamw
- stochastic::adamw::minimize_adamw_cosine_restarts
- stochastic::clip_gradients
- stochastic::create_stochastic_options_for_problem
- stochastic::generate_batch_indices
- stochastic::minimize_stochastic
- stochastic::momentum::minimize_adaptive_momentum
- stochastic::momentum::minimize_heavy_ball
- stochastic::momentum::minimize_sgd_momentum
- stochastic::rmsprop::minimize_graves_rmsprop
- stochastic::rmsprop::minimize_rmsprop
- stochastic::sgd::minimize_mini_batch_sgd
- stochastic::sgd::minimize_sgd
- stochastic::sgd::minimize_svrg
- stochastic::update_learning_rate
- unconstrained::adaptive_convergence::check_convergence_adaptive
- unconstrained::adaptive_convergence::create_adaptive_options_for_problem
- unconstrained::advanced_line_search::advanced_line_search
- unconstrained::advanced_line_search::create_non_monotone_state
- unconstrained::bfgs::minimize_bfgs
- unconstrained::callback_diagnostics::minimize_with_diagnostics
- unconstrained::callback_diagnostics::optimize_with_diagnostics
- unconstrained::conjugate_gradient::compute_line_bounds
- unconstrained::conjugate_gradient::minimize_conjugate_gradient
- unconstrained::efficient_sparse::minimize_efficient_sparse_newton
- unconstrained::lbfgs::minimize_lbfgs
- unconstrained::lbfgs::minimize_lbfgsb
- unconstrained::line_search::backtracking_line_search
- unconstrained::line_search::bracketing_line_search
- unconstrained::line_search::strong_wolfe_line_search
- unconstrained::memory_efficient::create_memory_efficient_optimizer
- unconstrained::memory_efficient::minimize_memory_efficient_lbfgs
- unconstrained::memory_efficient_sparse::create_ultra_scale_optimizer
- unconstrained::memory_efficient_sparse::minimize_ultra_scale
- unconstrained::minimize
- unconstrained::nelder_mead::minimize_nelder_mead
- unconstrained::newton::minimize_newton_cg
- unconstrained::powell::minimize_powell
- unconstrained::quasi_newton::minimize_dfp
- unconstrained::quasi_newton::minimize_quasi_newton
- unconstrained::quasi_newton::minimize_sr1
- unconstrained::robust_convergence::create_robust_options_for_problem
- unconstrained::simd_bfgs::minimize_simd_bfgs
- unconstrained::simd_bfgs::minimize_simd_bfgs_default
- unconstrained::sparse_optimization::auto_detect_sparsity
- unconstrained::sparse_optimization::compute_sparse_gradient
- unconstrained::sparse_optimization::minimize_sparse_bfgs
- unconstrained::strong_wolfe::create_strong_wolfe_options_for_method
- unconstrained::strong_wolfe::strong_wolfe_line_search
- unconstrained::subspace_methods::minimize_adaptive_subspace
- unconstrained::subspace_methods::minimize_block_coordinate_descent
- unconstrained::subspace_methods::minimize_cyclical_coordinate_descent
- unconstrained::subspace_methods::minimize_random_coordinate_descent
- unconstrained::subspace_methods::minimize_random_subspace
- unconstrained::subspace_methods::minimize_subspace
- unconstrained::truncated_newton::minimize_truncated_newton
- unconstrained::truncated_newton::minimize_trust_region_newton
- unconstrained::trust_region::minimize_trust_exact
- unconstrained::trust_region::minimize_trust_krylov
- unconstrained::trust_region::minimize_trust_ncg
- unconstrained::utils::array_diff_norm
- unconstrained::utils::check_convergence
- unconstrained::utils::clip_step
- unconstrained::utils::finite_difference_gradient
- unconstrained::utils::finite_difference_hessian
- unconstrained::utils::initial_step_size
- unconstrained::utils::to_array_view