Table of Contents, Types and Functions
This page lists all pages of this documentations, all available types and functions.
Complete List of Contents
- Special Manifolds build upon one or more Riemannian manifolds
- Illustration of the Gradient of a Second Order Difference
- The $n\times n$ symmetric matrices $\mathrm{Sym}(n)$ embedded in $\mathbb R^{n\times n}$
- Riemannian Manifolds
- List of available Manifolds
- Special Types of Manifolds
- Functions that need to be implemented for a Manifold
- Functions implemented for a general manifold
- A decorator for checks and validation
- Douglas–Rachford Algorithm
- Jacobi Fields
- The $n$-sphere $\mathbb S^n$ embedded in $\mathbb R^{n+1}$
- Steihaug-Toint Truncated Conjugate-Gradient Method
- The $n$-dimensional Hyperbolic space $\mathbb H^n$ embedded in $\mathbb R^{n+1}$
- The Manifold $\operatorname{SO}(n)$ of rotations
- The Riemannian Trust-Regions Solver
- About
- Getting Started: Optimize!
- Data
- The Grassmannian manifold $\mathrm{Gr}(k,n)$ embedded in $\mathbb R^{n\times k}$
- Illustration of Jacobi Fields
- Functions
- Proximal Maps
- Differentials
- Cyclic Proximal Point
- Error Measures
- The $n$-dimensional Euclidean Space $\mathbb R^n$
- The Stiefel manifold $\mathrm{St}(k,n)$ embedded in $\mathbb K^{n\times k}$
- Plans for solvers
- The $1$-dimensional sphere $\mathbb S^1$ represented by angles
- Exports
- The Symmetric Positive Definite $n\times n$ Matrices
- Functions
- Adjoint Differentials
- Gradient Descent
- Solvers
- List of Algorithms
- Table of Contents, Types and Functions
- Subgradient Method
- Options
- Cost Functions
- Welcome to Manopt.jl
- Gradients
- Nelder Mead Method
Available Types
Manopt.ActionManopt.ArmijoLinesearchManopt.CircleManopt.ConstantStepsizeManopt.CostProblemManopt.CyclicProximalPointOptionsManopt.DebugActionManopt.DebugChangeManopt.DebugCostManopt.DebugDividerManopt.DebugEntryManopt.DebugEntryChangeManopt.DebugEveryManopt.DebugGradientManopt.DebugGradientNormManopt.DebugGroupManopt.DebugIterateManopt.DebugIterationManopt.DebugOptionsManopt.DebugProximalParameterManopt.DebugStepsizeManopt.DebugStoppingCriterionManopt.DecreasingStepsizeManopt.DouglasRachfordOptionsManopt.EuclideanManopt.EvalOrderManopt.FixedRandomEvalOrderManopt.GrPointManopt.GrTVectorManopt.GradientDescentOptionsManopt.GradientProblemManopt.GrassmannianManopt.HessianProblemManopt.HnPointManopt.HnTVectorManopt.HyperbolicManopt.IsEmbeddedMManopt.IsEmbeddedPManopt.IsEmbeddedVManopt.IsLieGroupMManopt.IsLieGroupPManopt.IsLieGroupVManopt.IsMatrixMManopt.IsMatrixPManopt.IsMatrixTVManopt.IsOptionsDecoratorManopt.LinearEvalOrderManopt.LinesearchManopt.MPointManopt.MPointEManopt.ManifoldManopt.NelderMeadOptionsManopt.OptionsManopt.PowPointManopt.PowTVectorManopt.PowerManopt.ProblemManopt.ProdPointManopt.ProdTVectorManopt.ProductManopt.ProximalProblemManopt.RandomEvalOrderManopt.RecordActionManopt.RecordChangeManopt.RecordCostManopt.RecordEntryManopt.RecordEntryChangeManopt.RecordEveryManopt.RecordGradientManopt.RecordGradientNormManopt.RecordGroupManopt.RecordIterateManopt.RecordIterationManopt.RecordOptionsManopt.RecordProximalParameterManopt.RecordStepsizeManopt.RnPointManopt.RnTVectorManopt.RotationsManopt.S1PointManopt.S1TVectorManopt.SOPointManopt.SOTVectorManopt.SPDPointManopt.SPDTVectorManopt.SnPointManopt.SnTVectorManopt.SphereManopt.StPointManopt.StTVectorManopt.StepsizeManopt.StiefelManopt.StoppingCriterionManopt.StoppingCriterionSetManopt.StoreOptionsActionManopt.SubGradientMethodOptionsManopt.SubGradientProblemManopt.SymPointManopt.SymTVectorManopt.SymmetricManopt.SymmetricPositiveDefiniteManopt.TBPointManopt.TBTVectorManopt.TVectorManopt.TVectorEManopt.TangentBundleManopt.TruncatedConjugateGradientOptionsManopt.TrustRegionsOptionsManopt.stopAfterManopt.stopAfterIterationManopt.stopIfResidualIsReducedByFactorManopt.stopIfResidualIsReducedByPowerManopt.stopWhenAllManopt.stopWhenAnyManopt.stopWhenChangeLessManopt.stopWhenCostLessManopt.stopWhenCurvatureIsNegativeManopt.stopWhenGradientNormLessManopt.stopWhenTrustRegionIsExceeded
Manifold Functions
Manopt.:⊗Manopt.addNoiseManopt.adjointJacobiFieldManopt.checkBasePointManopt.distanceManopt.geodesicManopt.getBasePointManopt.getValueManopt.getValueManopt.jacobiFieldManopt.manifoldDimensionManopt.manifoldDimensionManopt.midPointManopt.parallelTransportManopt.randomMPointManopt.randomTVectorManopt.reflectionManopt.tangentONBManopt.tangentONBManopt.typeofMPointManopt.typeofMPointManopt.typeofTVectorManopt.typeofTVectorManopt.typicalDistanceManopt.validateMPointManopt.validateTVectorManopt.varianceManopt.zeroTVector
Solver Functions
Manopt.ActionManopt.ArmijoLinesearchManopt.ConstantStepsizeManopt.CostProblemManopt.DebugActionManopt.DebugChangeManopt.DebugCostManopt.DebugDividerManopt.DebugEntryManopt.DebugEntryChangeManopt.DebugEveryManopt.DebugGroupManopt.DebugIterateManopt.DebugIterationManopt.DebugOptionsManopt.DebugStoppingCriterionManopt.DecreasingStepsizeManopt.EvalOrderManopt.FixedRandomEvalOrderManopt.GradientProblemManopt.HessianProblemManopt.IsOptionsDecoratorManopt.LinearEvalOrderManopt.LinesearchManopt.OptionsManopt.ProblemManopt.ProximalProblemManopt.RandomEvalOrderManopt.RecordActionManopt.RecordChangeManopt.RecordCostManopt.RecordEntryManopt.RecordEntryChangeManopt.RecordEveryManopt.RecordGroupManopt.RecordIterateManopt.RecordIterationManopt.RecordOptionsManopt.StepsizeManopt.StoreOptionsActionManopt.SubGradientProblemManopt.DebugActionFactoryManopt.DebugFactoryManopt.RecordActionFactoryManopt.RecordFactoryManopt.decorateOptionsManopt.getCostManopt.getGradientManopt.getHessianManopt.getOptionsManopt.getPreconditionerManopt.getProximalMapManopt.getRecordManopt.getRecordManopt.getStorageManopt.getSubGradientManopt.hasRecordManopt.hasStorageManopt.recordOrReset!Manopt.updateStorage!Manopt.StoppingCriterionManopt.StoppingCriterionSetManopt.stopAfterManopt.stopAfterIterationManopt.stopWhenAllManopt.stopWhenAnyManopt.stopWhenChangeLessManopt.stopWhenCostLessManopt.stopWhenGradientNormLessManopt.doSolverStep!Manopt.doSolverStep!Manopt.doSolverStep!Manopt.getActiveStoppingCriteriaManopt.getReasonManopt.getSolverResultManopt.getSolverResultManopt.getSolverResultManopt.getStoppingCriteriaArrayManopt.initializeSolver!Manopt.initializeSolver!Manopt.initializeSolver!Manopt.solveManopt.stopSolver!Manopt.stopSolver!Manopt.stopSolver!
Functions
Manopt.AdjDforwardLogsManopt.AdjDxExpManopt.AdjDxGeoManopt.AdjDxLogManopt.AdjDyGeoManopt.AdjDyLogManopt.AdjDξExpManopt.costIntrICTV12Manopt.costL2TVManopt.costL2TV2Manopt.costL2TVTV2Manopt.costTVManopt.costTVManopt.costTV2Manopt.costTV2Manopt.DforwardLogsManopt.DxExpManopt.DxGeoManopt.DxLogManopt.DyGeoManopt.DyLogManopt.DξExpManopt.forwardLogsManopt.gradDistanceManopt.gradIntrICTV12Manopt.gradTVManopt.gradTVManopt.gradTV2Manopt.gradTV2Manopt.βDexpxManopt.βDexpξManopt.βDgxManopt.βDlogxManopt.βDlogyManopt.proxCollaborativeTVManopt.proxDistanceManopt.proxParallelTVManopt.proxTVManopt.proxTVManopt.proxTV2Manopt.proxTV2