Table of Contents, Types and Functions
This page lists all pages of this documentations, all available types and functions.
Complete List of Contents
- About
- Jacobi Fields
- Adjoint Differentials
- Bézier curves
- Cost Functions
- Differentials
- Gradients
- Functions
- Specific manifold functions
- Proximal Maps
- Data
- Error Measures
- Exports
- Welcome to Manopt.jl
- Table of Contents, Types and Functions
- Plans for solvers
- The Riemannian Chambolle-Pock Algorithm
- Douglas–Rachford Algorithm
- Nelder Mead Method
- Conjugate Gradient Descent
- Literature
- Cyclic Proximal Point
- Gradient Descent
- Solvers
- List of Algorithms
- Particle Swarm Optimization
- Riemannian quasi-Newton methods
- Gradient Descent
- Subgradient Method
- Steihaug-Toint Truncated Conjugate-Gradient Method
- The Riemannian Trust-Regions Solver
- Bezier curves and their acceleration
- Table of contents
- Setup
- De Casteljau algorithm on manifolds
- Composite Bézier curves
- Minimizing the acceleration of a composite Bézier curve
- Literature
- Illustration of the Gradient of a Second Order Difference
- Illustration of Jacobi Fields
- Get started: Optimize!
- Stochastic Gradient Descent
Available Types
Manopt.AbstractGradientDescentOptionsManopt.AbstractOptionsActionManopt.AbstractQuasiNewtonDirectionUpdateManopt.AbstractQuasiNewtonUpdateRuleManopt.AbstractStochasticGradientProcessorManopt.ArmijoLinesearchManopt.AverageGradientManopt.BFGSManopt.BezierSegmentManopt.BroydenManopt.ChambollePockOptionsManopt.ConjugateDescentCoefficientManopt.ConjugateGradientDescentOptionsManopt.ConstantStepsizeManopt.CostProblemManopt.CyclicProximalPointOptionsManopt.DFPManopt.DaiYuanCoefficientManopt.DebugActionManopt.DebugChangeManopt.DebugCostManopt.DebugDividerManopt.DebugDualChangeManopt.DebugDualResidualManopt.DebugEntryManopt.DebugEntryChangeManopt.DebugEveryManopt.DebugGradientManopt.DebugGradientNormManopt.DebugGroupManopt.DebugIterateManopt.DebugIterationManopt.DebugOptionsManopt.DebugPrimalDualResidualManopt.DebugPrimalResidualManopt.DebugProximalParameterManopt.DebugStepsizeManopt.DebugStoppingCriterionManopt.DecreasingStepsizeManopt.DirectionUpdateRuleManopt.DouglasRachfordOptionsManopt.FletcherReevesCoefficientManopt.GradientDescentOptionsManopt.GradientProblemManopt.HagerZhangCoefficientManopt.HeestenesStiefelCoefficientManopt.HessianProblemManopt.IdentityUpdateRuleManopt.InverseBFGSManopt.InverseBroydenManopt.InverseDFPManopt.InverseSR1Manopt.LinesearchManopt.LiuStoreyCoefficientManopt.MomentumGradientManopt.NelderMeadOptionsManopt.NesterovManopt.NonmonotoneLinesearchManopt.OptionsManopt.ParticleSwarmOptionsManopt.PolakRibiereCoefficientManopt.PrimalDualOptionsManopt.PrimalDualProblemManopt.ProblemManopt.ProximalProblemManopt.QuasiNewtonCautiousDirectionUpdateManopt.QuasiNewtonLimitedMemoryDirectionUpdateManopt.QuasiNewtonMatrixDirectionUpdateManopt.QuasiNewtonOptionsManopt.RecordActionManopt.RecordChangeManopt.RecordCostManopt.RecordEntryManopt.RecordEntryChangeManopt.RecordEveryManopt.RecordGradientManopt.RecordGradientNormManopt.RecordGroupManopt.RecordIterateManopt.RecordIterationManopt.RecordOptionsManopt.RecordProximalParameterManopt.RecordStepsizeManopt.SR1Manopt.SteepestDirectionUpdateRuleManopt.StepsizeManopt.StochasticGradientManopt.StochasticGradientDescentOptionsManopt.StochasticGradientProblemManopt.StopAfterManopt.StopAfterIterationManopt.StopIfResidualIsReducedByFactorManopt.StopIfResidualIsReducedByPowerManopt.StopWhenAllManopt.StopWhenAnyManopt.StopWhenChangeLessManopt.StopWhenCostLessManopt.StopWhenCurvatureIsNegativeManopt.StopWhenGradientNormLessManopt.StopWhenTrustRegionIsExceededManopt.StoppingCriterionManopt.StoppingCriterionSetManopt.StoreOptionsActionManopt.SubGradientMethodOptionsManopt.SubGradientProblemManopt.TruncatedConjugateGradientOptionsManopt.TrustRegionsOptionsManopt.WolfePowellBinaryLinesearchManopt.WolfePowellLineseach
Solver Functions
Manopt.AbstractOptionsActionManopt.ArmijoLinesearchManopt.ConstantStepsizeManopt.CostProblemManopt.DebugActionManopt.DebugChangeManopt.DebugCostManopt.DebugDividerManopt.DebugEntryManopt.DebugEntryChangeManopt.DebugEveryManopt.DebugGroupManopt.DebugIterateManopt.DebugIterationManopt.DebugOptionsManopt.DebugStoppingCriterionManopt.DecreasingStepsizeManopt.GradientProblemManopt.HessianProblemManopt.LinesearchManopt.NonmonotoneLinesearchManopt.OptionsManopt.ProblemManopt.ProximalProblemManopt.RecordActionManopt.RecordChangeManopt.RecordCostManopt.RecordEntryManopt.RecordEntryChangeManopt.RecordEveryManopt.RecordGroupManopt.RecordIterateManopt.RecordIterationManopt.RecordOptionsManopt.StepsizeManopt.StochasticGradientProblemManopt.StoreOptionsActionManopt.SubGradientProblemManopt.WolfePowellBinaryLinesearchManopt.WolfePowellLineseachManopt.DebugActionFactoryManopt.DebugFactoryManopt.RecordActionFactoryManopt.RecordFactoryManopt.decorate_optionsManopt.dispatch_options_decoratorManopt.getHessianManopt.get_costManopt.get_gradientManopt.get_gradientsManopt.get_optionsManopt.get_preconditionerManopt.get_proximal_mapManopt.get_recordManopt.get_recordManopt.get_stepsizeManopt.get_storageManopt.get_subgradientManopt.has_recordManopt.has_storageManopt.is_options_decoratorManopt.linesearch_backtrackManopt.record_or_reset!Manopt.update_storage!Manopt.StopAfterManopt.StopAfterIterationManopt.StopWhenAllManopt.StopWhenAnyManopt.StopWhenChangeLessManopt.StopWhenCostLessManopt.StopWhenGradientNormLessManopt.StoppingCriterionManopt.StoppingCriterionSetManopt.get_active_stopping_criteriaManopt.get_reasonManopt.get_solver_resultManopt.get_solver_resultManopt.get_solver_resultManopt.get_stopping_criteriaManopt.initialize_solver!Manopt.initialize_solver!Manopt.initialize_solver!Manopt.solveManopt.step_solver!Manopt.step_solver!Manopt.step_solver!Manopt.stop_solver!Manopt.stop_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.∇L2_acceleration_bezierManopt.∇TVManopt.∇TVManopt.∇TV2Manopt.∇TV2Manopt.∇acceleration_bezierManopt.∇distanceManopt.∇intrinsic_infimal_convolution_TV12