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 - Extensions
- 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
- Debug Output
- Plans for solvers
- A Manifold Objective
- A Manopt Problem
- The Solver State
- 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
- Using Automatic Differentiation in Manopt.jl
- How to do Constrained Optimization
- How to perform Geodesic Regression
- How to Record Data During the Iterations
- Speedup using Inplace Evaluation
- Get Started: Optimize!
Available Types
Manopt.AbstractEvaluationTypeManopt.AbstractGradientGroupProcessorManopt.AbstractGradientSolverStateManopt.AbstractHessianSolverStateManopt.AbstractManifoldCostObjectiveManopt.AbstractManifoldGradientObjectiveManopt.AbstractManifoldObjectiveManopt.AbstractManoptProblemManopt.AbstractManoptSolverStateManopt.AbstractPrimalDualManifoldObjectiveManopt.AbstractPrimalDualSolverStateManopt.AbstractQuasiNewtonDirectionUpdateManopt.AbstractQuasiNewtonUpdateRuleManopt.AbstractStateActionManopt.AbstractSubProblemSolverStateManopt.AllocatingEvaluationManopt.AlternatingGradientManopt.AlternatingGradientDescentStateManopt.ApproxHessianBFGSManopt.ApproxHessianFiniteDifferenceManopt.ApproxHessianSymmetricRankOneManopt.ArmijoLinesearchManopt.AugmentedLagrangianCostManopt.AugmentedLagrangianGradManopt.AugmentedLagrangianMethodStateManopt.AverageGradientManopt.BFGSManopt.BezierSegmentManopt.BroydenManopt.ChambollePockStateManopt.ConjugateDescentCoefficientManopt.ConjugateGradientBealeRestartManopt.ConjugateGradientDescentStateManopt.ConstantStepsizeManopt.ConstrainedManifoldObjectiveManopt.ConstraintTypeManopt.CyclicProximalPointStateManopt.DFPManopt.DaiYuanCoefficientManopt.DebugActionManopt.DebugChangeManopt.DebugCostManopt.DebugDividerManopt.DebugDualChangeManopt.DebugDualResidualManopt.DebugEntryManopt.DebugEntryChangeManopt.DebugEveryManopt.DebugGradientManopt.DebugGradientChangeManopt.DebugGradientNormManopt.DebugGroupManopt.DebugIterateManopt.DebugIterationManopt.DebugPrimalDualResidualManopt.DebugPrimalResidualManopt.DebugProximalParameterManopt.DebugSolverStateManopt.DebugStepsizeManopt.DebugStoppingCriterionManopt.DebugTimeManopt.DebugWarnIfCostIncreasesManopt.DebugWarnIfCostNotFiniteManopt.DebugWarnIfFieldNotFiniteManopt.DecreasingStepsizeManopt.DefaultManoptProblemManopt.DirectionUpdateRuleManopt.DouglasRachfordStateManopt.ExactPenaltyCostManopt.ExactPenaltyGradManopt.ExactPenaltyMethodStateManopt.FletcherReevesCoefficientManopt.FrankWolfeCostManopt.FrankWolfeGradientManopt.FrankWolfeStateManopt.FunctionConstraintManopt.GradientDescentStateManopt.HagerZhangCoefficientManopt.HestenesStiefelCoefficientManopt.IdentityUpdateRuleManopt.InplaceEvaluationManopt.InverseBFGSManopt.InverseBroydenManopt.InverseDFPManopt.InverseSR1Manopt.LevenbergMarquardtStateManopt.LineSearchesStepsizeManopt.LinearQuadraticHuberManopt.LinesearchManopt.LiuStoreyCoefficientManopt.LogarithmicSumOfExponentialsManopt.ManifoldAlternatingGradientObjectiveManopt.ManifoldCostGradientObjectiveManopt.ManifoldCostObjectiveManopt.ManifoldGradientObjectiveManopt.ManifoldHessianObjectiveManopt.ManifoldProximalMapObjectiveManopt.ManifoldStochasticGradientObjectiveManopt.ManifoldSubgradientObjectiveManopt.MomentumGradientManopt.NelderMeadSimplexManopt.NelderMeadStateManopt.NesterovManopt.NonlinearLeastSquaresObjectiveManopt.NonmonotoneLinesearchManopt.ParticleSwarmStateManopt.PointStorageKeyManopt.PolakRibiereCoefficientManopt.PrimalDualManifoldObjectiveManopt.PrimalDualManifoldSemismoothNewtonObjectiveManopt.PrimalDualSemismoothNewtonStateManopt.QuasiNewtonCautiousDirectionUpdateManopt.QuasiNewtonLimitedMemoryDirectionUpdateManopt.QuasiNewtonMatrixDirectionUpdateManopt.QuasiNewtonStateManopt.RecordActionManopt.RecordChangeManopt.RecordCostManopt.RecordEntryManopt.RecordEntryChangeManopt.RecordEveryManopt.RecordGradientManopt.RecordGradientNormManopt.RecordGroupManopt.RecordIterateManopt.RecordIterationManopt.RecordProximalParameterManopt.RecordSolverStateManopt.RecordStepsizeManopt.RecordTimeManopt.ReturnSolverStateManopt.SR1Manopt.SimpleCacheObjectiveManopt.SmoothingTechniqueManopt.SteepestDirectionUpdateRuleManopt.StepsizeManopt.StochasticGradientManopt.StochasticGradientDescentStateManopt.StopAfterManopt.StopAfterIterationManopt.StopWhenAllManopt.StopWhenAnyManopt.StopWhenChangeLessManopt.StopWhenCostLessManopt.StopWhenCurvatureIsNegativeManopt.StopWhenGradientNormLessManopt.StopWhenModelIncreasedManopt.StopWhenPopulationConcentratedManopt.StopWhenResidualIsReducedByFactorOrPowerManopt.StopWhenSmallerOrEqualManopt.StopWhenStepsizeLessManopt.StopWhenTrustRegionIsExceededManopt.StoppingCriterionManopt.StoppingCriterionSetManopt.StoreStateActionManopt.SubGradientMethodStateManopt.TruncatedConjugateGradientStateManopt.TrustRegionsStateManopt.TwoManifoldProblemManopt.VectorConstraintManopt.VectorStorageKeyManopt.WolfePowellBinaryLinesearchManopt.WolfePowellLinesearch
Solver Functions
Manopt.set_manopt_parameter!Manopt.status_summaryManopt.get_solver_resultManopt.get_solver_returnManopt.initialize_solver!Manopt.solve!Manopt.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_forward_logsManopt.forward_logsManopt.grad_L2_acceleration_bezierManopt.grad_TVManopt.grad_TVManopt.grad_TV2Manopt.grad_TV2Manopt.grad_acceleration_bezierManopt.grad_distanceManopt.grad_intrinsic_infimal_convolution_TV12