Table of Contents, Types and Functions
This page lists all pages of this documentations, all available types and functions.
Complete List of Contents
- About
- Contributing to
Manopt.jl - Jacobi Fields
- Adjoint Differentials
- Bézier curves
- Cost Functions
- Differentials
- Gradients
- Functions
- Specific manifold functions
- Proximal Maps
- Checks
- Data
- Error Measures
- Exports
- Welcome to Manopt.jl
- Table of Contents, Types and Functions
- Notation
- Plans for solvers
- Options
- Problems
- Stepsize and Linesearch
- Stopping Criteria
- The Riemannian Chambolle-Pock Algorithm
- Douglas–Rachford Algorithm
- Frank Wolfe Method
- Levenberg-Marquardt
- Nelder Mead Method
- Alternating Gradient Descent
- Augmented Lagrangian Method
- Conjugate Gradient Descent
- Literature
- Cyclic Proximal Point
- Exact Penalty Method
- Gradient Descent
- Solvers
- List of Algorithms
- Particle Swarm Optimization
- The Primal-dual Riemannian semismooth Newton Algorithm
- Riemannian quasi-Newton methods
- Stochastic Gradient Descent
- Subgradient Method
- Steihaug-Toint Truncated Conjugate-Gradient Method
- The Riemannian Trust-Regions Solver
- Initialization
- Iteration
- Result
- Remarks
- Interface
- Options
- Approximation of the Hessian
- 1. (Intrinsic) Forward Differences
- 2. Conversion of a Euclidean Gradient in the Embedding to a Riemannian Gradient of a (not Necessarily Isometrically) Embedded Manifold
- Summary
- Classical Definition
- In-place Computation of the Gradient
- Composite Bézier Curves
- Minimizing the Acceleration of a Composite Bézier Curve
- Literature
- Introduction
- A first Augmented Lagrangian Run
- A faster Augmented Lagrangian Run
- Exact Penalty Method
- Comparing to the unconstraint solver
- Literature
- Time Labeled Data
- Unlabeled Data
- References
- Plain Examples
- A more Complex Example
- Literature
- Computing the Mean
- Computing the Median
- Literature
- Literature
Available Types
Manopt.AbstractEvaluationTypeManopt.AbstractGradientOptionsManopt.AbstractGradientProblemManopt.AbstractHessianOptionsManopt.AbstractOptionsActionManopt.AbstractPrimalDualProblemManopt.AbstractQuasiNewtonDirectionUpdateManopt.AbstractQuasiNewtonUpdateRuleManopt.AbstractStochasticGradientProcessorManopt.AllocatingEvaluationManopt.AlternatingGradientManopt.AlternatingGradientDescentOptionsManopt.AlternatingGradientProblemManopt.ApproxHessianBFGSManopt.ApproxHessianFiniteDifferenceManopt.ApproxHessianSymmetricRankOneManopt.ArmijoLinesearchManopt.AugmentedLagrangianCostManopt.AugmentedLagrangianGradManopt.AugmentedLagrangianMethodOptionsManopt.AverageGradientManopt.BFGSManopt.BezierSegmentManopt.BroydenManopt.ChambollePockOptionsManopt.ConjugateDescentCoefficientManopt.ConjugateGradientDescentOptionsManopt.ConstantStepsizeManopt.ConstrainedProblemManopt.ConstraintTypeManopt.CostProblemManopt.CyclicProximalPointOptionsManopt.DFPManopt.DaiYuanCoefficientManopt.DebugActionManopt.DebugChangeManopt.DebugCostManopt.DebugDividerManopt.DebugDualChangeManopt.DebugDualResidualManopt.DebugEntryManopt.DebugEntryChangeManopt.DebugEveryManopt.DebugGradientManopt.DebugGradientChangeManopt.DebugGradientNormManopt.DebugGroupManopt.DebugIterateManopt.DebugIterationManopt.DebugOptionsManopt.DebugPrimalDualResidualManopt.DebugPrimalResidualManopt.DebugProximalParameterManopt.DebugStepsizeManopt.DebugStoppingCriterionManopt.DebugTimeManopt.DebugWarnIfCostIncreasesManopt.DebugWarnIfCostNotFiniteManopt.DebugWarnIfFieldNotFiniteManopt.DecreasingStepsizeManopt.DirectionUpdateRuleManopt.DouglasRachfordOptionsManopt.ExactPenaltyCostManopt.ExactPenaltyGradManopt.ExactPenaltyMethodOptionsManopt.FletcherReevesCoefficientManopt.FrankWolfeCostManopt.FrankWolfeGradientManopt.FrankWolfeOptionsManopt.FunctionConstraintManopt.GradientDescentOptionsManopt.GradientProblemManopt.HagerZhangCoefficientManopt.HeestenesStiefelCoefficientManopt.HessianProblemManopt.IdentityUpdateRuleManopt.InverseBFGSManopt.InverseBroydenManopt.InverseDFPManopt.InverseSR1Manopt.LevenbergMarquardtOptionsManopt.LinearQuadraticHuberManopt.LinesearchManopt.LiuStoreyCoefficientManopt.LogarithmicSumOfExponentialsManopt.MomentumGradientManopt.MutatingEvaluationManopt.NelderMeadOptionsManopt.NesterovManopt.NonlinearLeastSquaresProblemManopt.NonmonotoneLinesearchManopt.OptionsManopt.ParticleSwarmOptionsManopt.PolakRibiereCoefficientManopt.PrimalDualOptionsManopt.PrimalDualProblemManopt.PrimalDualSemismoothNewtonOptionsManopt.PrimalDualSemismoothNewtonProblemManopt.ProblemManopt.ProximalProblemManopt.QuasiNewtonCautiousDirectionUpdateManopt.QuasiNewtonLimitedMemoryDirectionUpdateManopt.QuasiNewtonMatrixDirectionUpdateManopt.QuasiNewtonOptionsManopt.RecordActionManopt.RecordChangeManopt.RecordCostManopt.RecordEntryManopt.RecordEntryChangeManopt.RecordEveryManopt.RecordGradientManopt.RecordGradientNormManopt.RecordGroupManopt.RecordIterateManopt.RecordIterationManopt.RecordOptionsManopt.RecordProximalParameterManopt.RecordStepsizeManopt.RecordTimeManopt.ReturnOptionsManopt.SR1Manopt.SmoothingTechniqueManopt.SteepestDirectionUpdateRuleManopt.StepsizeManopt.StochasticGradientManopt.StochasticGradientDescentOptionsManopt.StochasticGradientProblemManopt.StopAfterManopt.StopAfterIterationManopt.StopIfResidualIsReducedByFactorManopt.StopIfResidualIsReducedByPowerManopt.StopWhenAllManopt.StopWhenAnyManopt.StopWhenChangeLessManopt.StopWhenCostLessManopt.StopWhenCurvatureIsNegativeManopt.StopWhenGradientNormLessManopt.StopWhenModelIncreasedManopt.StopWhenSmallerOrEqualManopt.StopWhenStepsizeLessManopt.StopWhenTrustRegionIsExceededManopt.StoppingCriterionManopt.StoppingCriterionSetManopt.StoreOptionsActionManopt.SubGradientMethodOptionsManopt.SubGradientProblemManopt.TruncatedConjugateGradientOptionsManopt.TrustRegionsOptionsManopt.VectorConstraintManopt.WolfePowellBinaryLinesearchManopt.WolfePowellLinesearch
Solver Functions
Manopt.get_solver_resultManopt.get_solver_returnManopt.initialize_solver!Manopt.solveManopt.step_solver!Manopt.stop_solver!
Functions
Manopt.costIntrICTV12Manopt.costL2TVManopt.costL2TV2Manopt.costL2TVTV2Manopt.costTVManopt.costTVManopt.costTV2Manopt.costTV2Manopt.cost_L2_acceleration_bezierManopt.cost_acceleration_bezierManopt.differential_bezier_controlManopt.differential_bezier_controlManopt.differential_bezier_controlManopt.differential_bezier_controlManopt.differential_exp_argumentManopt.differential_exp_basepointManopt.differential_forward_logsManopt.differential_geodesic_endpointManopt.differential_geodesic_startpointManopt.differential_log_argumentManopt.differential_log_basepointManopt.forward_logsManopt.grad_L2_acceleration_bezierManopt.grad_TVManopt.grad_TVManopt.grad_TV2Manopt.grad_TV2Manopt.grad_acceleration_bezierManopt.grad_distanceManopt.grad_intrinsic_infimal_convolution_TV12