Pymanopt
stable (2.2.0)
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Riemannian Optimization for Inference in MoG models
Pymanopt
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Index
Index
A
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B
|
C
|
D
|
E
|
F
|
G
|
H
|
I
|
J
|
L
|
M
|
N
|
O
|
P
|
R
|
S
|
T
|
U
|
W
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Z
A
AdaptiveLineSearcher (class in pymanopt.optimizers.line_search)
autograd() (in module pymanopt.function)
B
backend_decorator_factory() (in module pymanopt.autodiff)
BackTrackingLineSearcher (class in pymanopt.optimizers.line_search)
C
check_directional_derivative() (in module pymanopt.tools.diagnostics)
check_gradient() (in module pymanopt.tools.diagnostics)
check_hessian() (in module pymanopt.tools.diagnostics)
check_retraction() (in module pymanopt.tools.diagnostics)
ComplexCircle (class in pymanopt.manifolds.complex_circle)
ComplexEuclidean (class in pymanopt.manifolds.euclidean)
ComplexGrassmann (class in pymanopt.manifolds.grassmann)
compute_centroid() (in module pymanopt.optimizers.nelder_mead)
conformal_factor() (pymanopt.manifolds.hyperbolic.PoincareBall method)
ConjugateGradient (class in pymanopt.optimizers.conjugate_gradient)
cost (pymanopt.core.problem.Problem property)
(pymanopt.optimizers.optimizer.OptimizerResult attribute)
cost_evaluations (pymanopt.optimizers.optimizer.OptimizerResult attribute)
D
dim (pymanopt.manifolds.complex_circle.ComplexCircle property)
(pymanopt.manifolds.euclidean.ComplexEuclidean property)
(pymanopt.manifolds.euclidean.Euclidean property)
(pymanopt.manifolds.euclidean.SkewSymmetric property)
(pymanopt.manifolds.euclidean.Symmetric property)
(pymanopt.manifolds.fixed_rank.FixedRankEmbedded property)
(pymanopt.manifolds.grassmann.ComplexGrassmann property)
(pymanopt.manifolds.grassmann.Grassmann property)
(pymanopt.manifolds.group.SpecialOrthogonalGroup property)
(pymanopt.manifolds.group.UnitaryGroup property)
(pymanopt.manifolds.hyperbolic.PoincareBall property)
(pymanopt.manifolds.manifold.Manifold property)
(pymanopt.manifolds.manifold.RiemannianSubmanifold property)
(pymanopt.manifolds.oblique.Oblique property)
(pymanopt.manifolds.positive.Positive property)
(pymanopt.manifolds.positive_definite.HermitianPositiveDefinite property)
(pymanopt.manifolds.positive_definite.SpecialHermitianPositiveDefinite property)
(pymanopt.manifolds.positive_definite.SymmetricPositiveDefinite property)
(pymanopt.manifolds.product.Product property)
(pymanopt.manifolds.psd.Elliptope property)
(pymanopt.manifolds.psd.PSDFixedRank property)
(pymanopt.manifolds.psd.PSDFixedRankComplex property)
(pymanopt.manifolds.sphere.Sphere property)
(pymanopt.manifolds.sphere.SphereSubspaceComplementIntersection property)
(pymanopt.manifolds.sphere.SphereSubspaceIntersection property)
(pymanopt.manifolds.stiefel.Stiefel property)
dist() (pymanopt.manifolds.complex_circle.ComplexCircle method)
(pymanopt.manifolds.euclidean.ComplexEuclidean method)
(pymanopt.manifolds.euclidean.Euclidean method)
(pymanopt.manifolds.euclidean.SkewSymmetric method)
(pymanopt.manifolds.euclidean.Symmetric method)
(pymanopt.manifolds.fixed_rank.FixedRankEmbedded method)
(pymanopt.manifolds.grassmann.ComplexGrassmann method)
(pymanopt.manifolds.grassmann.Grassmann method)
(pymanopt.manifolds.group.SpecialOrthogonalGroup method)
(pymanopt.manifolds.group.UnitaryGroup method)
(pymanopt.manifolds.hyperbolic.PoincareBall method)
(pymanopt.manifolds.manifold.Manifold method)
(pymanopt.manifolds.manifold.RiemannianSubmanifold method)
(pymanopt.manifolds.oblique.Oblique method)
(pymanopt.manifolds.positive.Positive method)
(pymanopt.manifolds.positive_definite.HermitianPositiveDefinite method)
(pymanopt.manifolds.positive_definite.SpecialHermitianPositiveDefinite method)
(pymanopt.manifolds.positive_definite.SymmetricPositiveDefinite method)
(pymanopt.manifolds.product.Product method)
(pymanopt.manifolds.psd.Elliptope method)
(pymanopt.manifolds.psd.PSDFixedRank method)
(pymanopt.manifolds.psd.PSDFixedRankComplex method)
(pymanopt.manifolds.sphere.Sphere method)
(pymanopt.manifolds.sphere.SphereSubspaceComplementIntersection method)
(pymanopt.manifolds.sphere.SphereSubspaceIntersection method)
(pymanopt.manifolds.stiefel.Stiefel method)
E
Elliptope (class in pymanopt.manifolds.psd)
embedding() (pymanopt.manifolds.complex_circle.ComplexCircle method)
(pymanopt.manifolds.euclidean.ComplexEuclidean method)
(pymanopt.manifolds.euclidean.Euclidean method)
(pymanopt.manifolds.euclidean.SkewSymmetric method)
(pymanopt.manifolds.euclidean.Symmetric method)
(pymanopt.manifolds.fixed_rank.FixedRankEmbedded method)
(pymanopt.manifolds.grassmann.ComplexGrassmann method)
(pymanopt.manifolds.grassmann.Grassmann method)
(pymanopt.manifolds.group.SpecialOrthogonalGroup method)
(pymanopt.manifolds.group.UnitaryGroup method)
(pymanopt.manifolds.hyperbolic.PoincareBall method)
(pymanopt.manifolds.manifold.Manifold method)
(pymanopt.manifolds.manifold.RiemannianSubmanifold method)
(pymanopt.manifolds.oblique.Oblique method)
(pymanopt.manifolds.positive.Positive method)
(pymanopt.manifolds.positive_definite.HermitianPositiveDefinite method)
(pymanopt.manifolds.positive_definite.SpecialHermitianPositiveDefinite method)
(pymanopt.manifolds.positive_definite.SymmetricPositiveDefinite method)
(pymanopt.manifolds.product.Product method)
(pymanopt.manifolds.psd.Elliptope method)
(pymanopt.manifolds.psd.PSDFixedRank method)
(pymanopt.manifolds.psd.PSDFixedRankComplex method)
(pymanopt.manifolds.sphere.Sphere method)
(pymanopt.manifolds.sphere.SphereSubspaceComplementIntersection method)
(pymanopt.manifolds.sphere.SphereSubspaceIntersection method)
(pymanopt.manifolds.stiefel.Stiefel method)
Euclidean (class in pymanopt.manifolds.euclidean)
euclidean_gradient (pymanopt.core.problem.Problem property)
euclidean_hessian (pymanopt.core.problem.Problem property)
euclidean_to_riemannian_gradient() (in module pymanopt.tools.testing)
(pymanopt.manifolds.complex_circle.ComplexCircle method)
(pymanopt.manifolds.euclidean.ComplexEuclidean method)
(pymanopt.manifolds.euclidean.Euclidean method)
(pymanopt.manifolds.euclidean.SkewSymmetric method)
(pymanopt.manifolds.euclidean.Symmetric method)
(pymanopt.manifolds.fixed_rank.FixedRankEmbedded method)
(pymanopt.manifolds.grassmann.ComplexGrassmann method)
(pymanopt.manifolds.grassmann.Grassmann method)
(pymanopt.manifolds.group.SpecialOrthogonalGroup method)
(pymanopt.manifolds.group.UnitaryGroup method)
(pymanopt.manifolds.hyperbolic.PoincareBall method)
(pymanopt.manifolds.manifold.Manifold method)
(pymanopt.manifolds.manifold.RiemannianSubmanifold method)
(pymanopt.manifolds.oblique.Oblique method)
(pymanopt.manifolds.positive.Positive method)
(pymanopt.manifolds.positive_definite.HermitianPositiveDefinite method)
(pymanopt.manifolds.positive_definite.SpecialHermitianPositiveDefinite method)
(pymanopt.manifolds.positive_definite.SymmetricPositiveDefinite method)
(pymanopt.manifolds.product.Product method)
(pymanopt.manifolds.psd.Elliptope method)
(pymanopt.manifolds.psd.PSDFixedRank method)
(pymanopt.manifolds.psd.PSDFixedRankComplex method)
(pymanopt.manifolds.sphere.Sphere method)
(pymanopt.manifolds.sphere.SphereSubspaceComplementIntersection method)
(pymanopt.manifolds.sphere.SphereSubspaceIntersection method)
(pymanopt.manifolds.stiefel.Stiefel method)
euclidean_to_riemannian_hessian() (in module pymanopt.tools.testing)
(pymanopt.manifolds.complex_circle.ComplexCircle method)
(pymanopt.manifolds.euclidean.ComplexEuclidean method)
(pymanopt.manifolds.euclidean.Euclidean method)
(pymanopt.manifolds.euclidean.SkewSymmetric method)
(pymanopt.manifolds.euclidean.Symmetric method)
(pymanopt.manifolds.fixed_rank.FixedRankEmbedded method)
(pymanopt.manifolds.grassmann.ComplexGrassmann method)
(pymanopt.manifolds.grassmann.Grassmann method)
(pymanopt.manifolds.group.SpecialOrthogonalGroup method)
(pymanopt.manifolds.group.UnitaryGroup method)
(pymanopt.manifolds.hyperbolic.PoincareBall method)
(pymanopt.manifolds.manifold.Manifold method)
(pymanopt.manifolds.manifold.RiemannianSubmanifold method)
(pymanopt.manifolds.oblique.Oblique method)
(pymanopt.manifolds.positive.Positive method)
(pymanopt.manifolds.positive_definite.HermitianPositiveDefinite method)
(pymanopt.manifolds.positive_definite.SpecialHermitianPositiveDefinite method)
(pymanopt.manifolds.positive_definite.SymmetricPositiveDefinite method)
(pymanopt.manifolds.product.Product method)
(pymanopt.manifolds.psd.Elliptope method)
(pymanopt.manifolds.psd.PSDFixedRank method)
(pymanopt.manifolds.psd.PSDFixedRankComplex method)
(pymanopt.manifolds.sphere.Sphere method)
(pymanopt.manifolds.sphere.SphereSubspaceComplementIntersection method)
(pymanopt.manifolds.sphere.SphereSubspaceIntersection method)
(pymanopt.manifolds.stiefel.Stiefel method)
EXCEEDED_TR (pymanopt.optimizers.trust_regions.TrustRegions attribute)
exp() (pymanopt.manifolds.complex_circle.ComplexCircle method)
(pymanopt.manifolds.euclidean.ComplexEuclidean method)
(pymanopt.manifolds.euclidean.Euclidean method)
(pymanopt.manifolds.euclidean.SkewSymmetric method)
(pymanopt.manifolds.euclidean.Symmetric method)
(pymanopt.manifolds.fixed_rank.FixedRankEmbedded method)
(pymanopt.manifolds.grassmann.ComplexGrassmann method)
(pymanopt.manifolds.grassmann.Grassmann method)
(pymanopt.manifolds.group.SpecialOrthogonalGroup method)
(pymanopt.manifolds.group.UnitaryGroup method)
(pymanopt.manifolds.hyperbolic.PoincareBall method)
(pymanopt.manifolds.manifold.Manifold method)
(pymanopt.manifolds.manifold.RetrAsExpMixin method)
(pymanopt.manifolds.manifold.RiemannianSubmanifold method)
(pymanopt.manifolds.oblique.Oblique method)
(pymanopt.manifolds.positive.Positive method)
(pymanopt.manifolds.positive_definite.HermitianPositiveDefinite method)
(pymanopt.manifolds.positive_definite.SpecialHermitianPositiveDefinite method)
(pymanopt.manifolds.positive_definite.SymmetricPositiveDefinite method)
(pymanopt.manifolds.product.Product method)
(pymanopt.manifolds.psd.Elliptope method)
(pymanopt.manifolds.psd.PSDFixedRank method)
(pymanopt.manifolds.psd.PSDFixedRankComplex method)
(pymanopt.manifolds.sphere.Sphere method)
(pymanopt.manifolds.sphere.SphereSubspaceComplementIntersection method)
(pymanopt.manifolds.sphere.SphereSubspaceIntersection method)
(pymanopt.manifolds.stiefel.Stiefel method)
F
FixedRankEmbedded (class in pymanopt.manifolds.fixed_rank)
Function (class in pymanopt.autodiff)
G
get_gradient_operator() (pymanopt.autodiff.Function method)
get_hessian_operator() (pymanopt.autodiff.Function method)
gradient_norm (pymanopt.optimizers.optimizer.OptimizerResult attribute)
Grassmann (class in pymanopt.manifolds.grassmann)
H
HermitianPositiveDefinite (class in pymanopt.manifolds.positive_definite)
I
identify_linear_piece() (in module pymanopt.tools.diagnostics)
inner_product() (pymanopt.manifolds.complex_circle.ComplexCircle method)
(pymanopt.manifolds.euclidean.ComplexEuclidean method)
(pymanopt.manifolds.euclidean.Euclidean method)
(pymanopt.manifolds.euclidean.SkewSymmetric method)
(pymanopt.manifolds.euclidean.Symmetric method)
(pymanopt.manifolds.fixed_rank.FixedRankEmbedded method)
(pymanopt.manifolds.grassmann.ComplexGrassmann method)
(pymanopt.manifolds.grassmann.Grassmann method)
(pymanopt.manifolds.group.SpecialOrthogonalGroup method)
(pymanopt.manifolds.group.UnitaryGroup method)
(pymanopt.manifolds.hyperbolic.PoincareBall method)
(pymanopt.manifolds.manifold.Manifold method)
(pymanopt.manifolds.manifold.RiemannianSubmanifold method)
(pymanopt.manifolds.oblique.Oblique method)
(pymanopt.manifolds.positive.Positive method)
(pymanopt.manifolds.positive_definite.HermitianPositiveDefinite method)
(pymanopt.manifolds.positive_definite.SpecialHermitianPositiveDefinite method)
(pymanopt.manifolds.positive_definite.SymmetricPositiveDefinite method)
(pymanopt.manifolds.product.Product method)
(pymanopt.manifolds.psd.Elliptope method)
(pymanopt.manifolds.psd.PSDFixedRank method)
(pymanopt.manifolds.psd.PSDFixedRankComplex method)
(pymanopt.manifolds.sphere.Sphere method)
(pymanopt.manifolds.sphere.SphereSubspaceComplementIntersection method)
(pymanopt.manifolds.sphere.SphereSubspaceIntersection method)
(pymanopt.manifolds.stiefel.Stiefel method)
iterations (pymanopt.optimizers.optimizer.OptimizerResult attribute)
J
jax() (in module pymanopt.function)
L
log (pymanopt.optimizers.optimizer.OptimizerResult attribute)
log() (pymanopt.manifolds.complex_circle.ComplexCircle method)
(pymanopt.manifolds.euclidean.ComplexEuclidean method)
(pymanopt.manifolds.euclidean.Euclidean method)
(pymanopt.manifolds.euclidean.SkewSymmetric method)
(pymanopt.manifolds.euclidean.Symmetric method)
(pymanopt.manifolds.fixed_rank.FixedRankEmbedded method)
(pymanopt.manifolds.grassmann.ComplexGrassmann method)
(pymanopt.manifolds.grassmann.Grassmann method)
(pymanopt.manifolds.group.SpecialOrthogonalGroup method)
(pymanopt.manifolds.group.UnitaryGroup method)
(pymanopt.manifolds.hyperbolic.PoincareBall method)
(pymanopt.manifolds.manifold.Manifold method)
(pymanopt.manifolds.manifold.RiemannianSubmanifold method)
(pymanopt.manifolds.oblique.Oblique method)
(pymanopt.manifolds.positive.Positive method)
(pymanopt.manifolds.positive_definite.HermitianPositiveDefinite method)
(pymanopt.manifolds.positive_definite.SpecialHermitianPositiveDefinite method)
(pymanopt.manifolds.positive_definite.SymmetricPositiveDefinite method)
(pymanopt.manifolds.product.Product method)
(pymanopt.manifolds.psd.Elliptope method)
(pymanopt.manifolds.psd.PSDFixedRank method)
(pymanopt.manifolds.psd.PSDFixedRankComplex method)
(pymanopt.manifolds.sphere.Sphere method)
(pymanopt.manifolds.sphere.SphereSubspaceComplementIntersection method)
(pymanopt.manifolds.sphere.SphereSubspaceIntersection method)
(pymanopt.manifolds.stiefel.Stiefel method)
M
Manifold (class in pymanopt.manifolds.manifold)
MAX_INNER_ITER (pymanopt.optimizers.trust_regions.TrustRegions attribute)
mobius_addition() (pymanopt.manifolds.hyperbolic.PoincareBall method)
MODEL_INCREASED (pymanopt.optimizers.trust_regions.TrustRegions attribute)
module
pymanopt.autodiff
pymanopt.core.problem
pymanopt.function
pymanopt.manifolds.complex_circle
pymanopt.manifolds.euclidean
pymanopt.manifolds.fixed_rank
pymanopt.manifolds.grassmann
pymanopt.manifolds.group
pymanopt.manifolds.hyperbolic
pymanopt.manifolds.manifold
pymanopt.manifolds.oblique
pymanopt.manifolds.positive
pymanopt.manifolds.positive_definite
pymanopt.manifolds.product
pymanopt.manifolds.psd
pymanopt.manifolds.sphere
pymanopt.manifolds.stiefel
pymanopt.optimizers.conjugate_gradient
pymanopt.optimizers.line_search
pymanopt.optimizers.nelder_mead
pymanopt.optimizers.optimizer
pymanopt.optimizers.particle_swarm
pymanopt.optimizers.steepest_descent
pymanopt.optimizers.trust_regions
pymanopt.tools.diagnostics
pymanopt.tools.multi
pymanopt.tools.testing
multiexpm() (in module pymanopt.tools.multi)
multieye() (in module pymanopt.tools.multi)
multihconj() (in module pymanopt.tools.multi)
multiherm() (in module pymanopt.tools.multi)
multilogm() (in module pymanopt.tools.multi)
multiqr() (in module pymanopt.tools.multi)
multiskew() (in module pymanopt.tools.multi)
multiskewh() (in module pymanopt.tools.multi)
multisym() (in module pymanopt.tools.multi)
multitransp() (in module pymanopt.tools.multi)
N
NEGATIVE_CURVATURE (pymanopt.optimizers.trust_regions.TrustRegions attribute)
NelderMead (class in pymanopt.optimizers.nelder_mead)
norm() (pymanopt.manifolds.complex_circle.ComplexCircle method)
(pymanopt.manifolds.euclidean.ComplexEuclidean method)
(pymanopt.manifolds.euclidean.Euclidean method)
(pymanopt.manifolds.euclidean.SkewSymmetric method)
(pymanopt.manifolds.euclidean.Symmetric method)
(pymanopt.manifolds.fixed_rank.FixedRankEmbedded method)
(pymanopt.manifolds.grassmann.ComplexGrassmann method)
(pymanopt.manifolds.grassmann.Grassmann method)
(pymanopt.manifolds.group.SpecialOrthogonalGroup method)
(pymanopt.manifolds.group.UnitaryGroup method)
(pymanopt.manifolds.hyperbolic.PoincareBall method)
(pymanopt.manifolds.manifold.Manifold method)
(pymanopt.manifolds.manifold.RiemannianSubmanifold method)
(pymanopt.manifolds.oblique.Oblique method)
(pymanopt.manifolds.positive.Positive method)
(pymanopt.manifolds.positive_definite.HermitianPositiveDefinite method)
(pymanopt.manifolds.positive_definite.SpecialHermitianPositiveDefinite method)
(pymanopt.manifolds.positive_definite.SymmetricPositiveDefinite method)
(pymanopt.manifolds.product.Product method)
(pymanopt.manifolds.psd.Elliptope method)
(pymanopt.manifolds.psd.PSDFixedRank method)
(pymanopt.manifolds.psd.PSDFixedRankComplex method)
(pymanopt.manifolds.sphere.Sphere method)
(pymanopt.manifolds.sphere.SphereSubspaceComplementIntersection method)
(pymanopt.manifolds.sphere.SphereSubspaceIntersection method)
(pymanopt.manifolds.stiefel.Stiefel method)
num_values (pymanopt.manifolds.complex_circle.ComplexCircle property)
(pymanopt.manifolds.euclidean.ComplexEuclidean property)
(pymanopt.manifolds.euclidean.Euclidean property)
(pymanopt.manifolds.euclidean.SkewSymmetric property)
(pymanopt.manifolds.euclidean.Symmetric property)
(pymanopt.manifolds.fixed_rank.FixedRankEmbedded property)
(pymanopt.manifolds.grassmann.ComplexGrassmann property)
(pymanopt.manifolds.grassmann.Grassmann property)
(pymanopt.manifolds.group.SpecialOrthogonalGroup property)
(pymanopt.manifolds.group.UnitaryGroup property)
(pymanopt.manifolds.hyperbolic.PoincareBall property)
(pymanopt.manifolds.manifold.Manifold property)
(pymanopt.manifolds.manifold.RiemannianSubmanifold property)
(pymanopt.manifolds.oblique.Oblique property)
(pymanopt.manifolds.positive.Positive property)
(pymanopt.manifolds.positive_definite.HermitianPositiveDefinite property)
(pymanopt.manifolds.positive_definite.SpecialHermitianPositiveDefinite property)
(pymanopt.manifolds.positive_definite.SymmetricPositiveDefinite property)
(pymanopt.manifolds.product.Product property)
(pymanopt.manifolds.psd.Elliptope property)
(pymanopt.manifolds.psd.PSDFixedRank property)
(pymanopt.manifolds.psd.PSDFixedRankComplex property)
(pymanopt.manifolds.sphere.Sphere property)
(pymanopt.manifolds.sphere.SphereSubspaceComplementIntersection property)
(pymanopt.manifolds.sphere.SphereSubspaceIntersection property)
(pymanopt.manifolds.stiefel.Stiefel property)
numpy() (in module pymanopt.function)
O
Oblique (class in pymanopt.manifolds.oblique)
Optimizer (class in pymanopt.optimizers.optimizer)
OptimizerResult (class in pymanopt.optimizers.optimizer)
P
pair_mean() (pymanopt.manifolds.complex_circle.ComplexCircle method)
(pymanopt.manifolds.euclidean.ComplexEuclidean method)
(pymanopt.manifolds.euclidean.Euclidean method)
(pymanopt.manifolds.euclidean.SkewSymmetric method)
(pymanopt.manifolds.euclidean.Symmetric method)
(pymanopt.manifolds.fixed_rank.FixedRankEmbedded method)
(pymanopt.manifolds.grassmann.ComplexGrassmann method)
(pymanopt.manifolds.grassmann.Grassmann method)
(pymanopt.manifolds.group.SpecialOrthogonalGroup method)
(pymanopt.manifolds.group.UnitaryGroup method)
(pymanopt.manifolds.hyperbolic.PoincareBall method)
(pymanopt.manifolds.manifold.Manifold method)
(pymanopt.manifolds.manifold.RiemannianSubmanifold method)
(pymanopt.manifolds.oblique.Oblique method)
(pymanopt.manifolds.positive.Positive method)
(pymanopt.manifolds.positive_definite.HermitianPositiveDefinite method)
(pymanopt.manifolds.positive_definite.SpecialHermitianPositiveDefinite method)
(pymanopt.manifolds.positive_definite.SymmetricPositiveDefinite method)
(pymanopt.manifolds.product.Product method)
(pymanopt.manifolds.psd.Elliptope method)
(pymanopt.manifolds.psd.PSDFixedRank method)
(pymanopt.manifolds.psd.PSDFixedRankComplex method)
(pymanopt.manifolds.sphere.Sphere method)
(pymanopt.manifolds.sphere.SphereSubspaceComplementIntersection method)
(pymanopt.manifolds.sphere.SphereSubspaceIntersection method)
(pymanopt.manifolds.stiefel.Stiefel method)
ParticleSwarm (class in pymanopt.optimizers.particle_swarm)
PoincareBall (class in pymanopt.manifolds.hyperbolic)
point (pymanopt.optimizers.optimizer.OptimizerResult attribute)
point_layout (pymanopt.manifolds.complex_circle.ComplexCircle property)
(pymanopt.manifolds.euclidean.ComplexEuclidean property)
(pymanopt.manifolds.euclidean.Euclidean property)
(pymanopt.manifolds.euclidean.SkewSymmetric property)
(pymanopt.manifolds.euclidean.Symmetric property)
(pymanopt.manifolds.fixed_rank.FixedRankEmbedded property)
(pymanopt.manifolds.grassmann.ComplexGrassmann property)
(pymanopt.manifolds.grassmann.Grassmann property)
(pymanopt.manifolds.group.SpecialOrthogonalGroup property)
(pymanopt.manifolds.group.UnitaryGroup property)
(pymanopt.manifolds.hyperbolic.PoincareBall property)
(pymanopt.manifolds.manifold.Manifold property)
(pymanopt.manifolds.manifold.RiemannianSubmanifold property)
(pymanopt.manifolds.oblique.Oblique property)
(pymanopt.manifolds.positive.Positive property)
(pymanopt.manifolds.positive_definite.HermitianPositiveDefinite property)
(pymanopt.manifolds.positive_definite.SpecialHermitianPositiveDefinite property)
(pymanopt.manifolds.positive_definite.SymmetricPositiveDefinite property)
(pymanopt.manifolds.product.Product property)
(pymanopt.manifolds.psd.Elliptope property)
(pymanopt.manifolds.psd.PSDFixedRank property)
(pymanopt.manifolds.psd.PSDFixedRankComplex property)
(pymanopt.manifolds.sphere.Sphere property)
(pymanopt.manifolds.sphere.SphereSubspaceComplementIntersection property)
(pymanopt.manifolds.sphere.SphereSubspaceIntersection property)
(pymanopt.manifolds.stiefel.Stiefel property)
Positive (class in pymanopt.manifolds.positive)
Problem (class in pymanopt.core.problem)
Product (class in pymanopt.manifolds.product)
projection() (pymanopt.manifolds.complex_circle.ComplexCircle method)
(pymanopt.manifolds.euclidean.ComplexEuclidean method)
(pymanopt.manifolds.euclidean.Euclidean method)
(pymanopt.manifolds.euclidean.SkewSymmetric method)
(pymanopt.manifolds.euclidean.Symmetric method)
(pymanopt.manifolds.fixed_rank.FixedRankEmbedded method)
(pymanopt.manifolds.grassmann.ComplexGrassmann method)
(pymanopt.manifolds.grassmann.Grassmann method)
(pymanopt.manifolds.group.SpecialOrthogonalGroup method)
(pymanopt.manifolds.group.UnitaryGroup method)
(pymanopt.manifolds.hyperbolic.PoincareBall method)
(pymanopt.manifolds.manifold.Manifold method)
(pymanopt.manifolds.manifold.RiemannianSubmanifold method)
(pymanopt.manifolds.oblique.Oblique method)
(pymanopt.manifolds.positive.Positive method)
(pymanopt.manifolds.positive_definite.HermitianPositiveDefinite method)
(pymanopt.manifolds.positive_definite.SpecialHermitianPositiveDefinite method)
(pymanopt.manifolds.positive_definite.SymmetricPositiveDefinite method)
(pymanopt.manifolds.product.Product method)
(pymanopt.manifolds.psd.Elliptope method)
(pymanopt.manifolds.psd.PSDFixedRank method)
(pymanopt.manifolds.psd.PSDFixedRankComplex method)
(pymanopt.manifolds.sphere.Sphere method)
(pymanopt.manifolds.sphere.SphereSubspaceComplementIntersection method)
(pymanopt.manifolds.sphere.SphereSubspaceIntersection method)
(pymanopt.manifolds.stiefel.Stiefel method)
PSDFixedRank (class in pymanopt.manifolds.psd)
PSDFixedRankComplex (class in pymanopt.manifolds.psd)
pymanopt.autodiff
module
pymanopt.core.problem
module
pymanopt.function
module
pymanopt.manifolds.complex_circle
module
pymanopt.manifolds.euclidean
module
pymanopt.manifolds.fixed_rank
module
pymanopt.manifolds.grassmann
module
pymanopt.manifolds.group
module
pymanopt.manifolds.hyperbolic
module
pymanopt.manifolds.manifold
module
pymanopt.manifolds.oblique
module
pymanopt.manifolds.positive
module
pymanopt.manifolds.positive_definite
module
pymanopt.manifolds.product
module
pymanopt.manifolds.psd
module
pymanopt.manifolds.sphere
module
pymanopt.manifolds.stiefel
module
pymanopt.optimizers.conjugate_gradient
module
pymanopt.optimizers.line_search
module
pymanopt.optimizers.nelder_mead
module
pymanopt.optimizers.optimizer
module
pymanopt.optimizers.particle_swarm
module
pymanopt.optimizers.steepest_descent
module
pymanopt.optimizers.trust_regions
module
pymanopt.tools.diagnostics
module
pymanopt.tools.multi
module
pymanopt.tools.testing
module
pytorch() (in module pymanopt.function)
R
raise_not_implemented_error() (in module pymanopt.manifolds.manifold)
random_point() (pymanopt.manifolds.complex_circle.ComplexCircle method)
(pymanopt.manifolds.euclidean.ComplexEuclidean method)
(pymanopt.manifolds.euclidean.Euclidean method)
(pymanopt.manifolds.euclidean.SkewSymmetric method)
(pymanopt.manifolds.euclidean.Symmetric method)
(pymanopt.manifolds.fixed_rank.FixedRankEmbedded method)
(pymanopt.manifolds.grassmann.ComplexGrassmann method)
(pymanopt.manifolds.grassmann.Grassmann method)
(pymanopt.manifolds.group.SpecialOrthogonalGroup method)
(pymanopt.manifolds.group.UnitaryGroup method)
(pymanopt.manifolds.hyperbolic.PoincareBall method)
(pymanopt.manifolds.manifold.Manifold method)
(pymanopt.manifolds.manifold.RiemannianSubmanifold method)
(pymanopt.manifolds.oblique.Oblique method)
(pymanopt.manifolds.positive.Positive method)
(pymanopt.manifolds.positive_definite.HermitianPositiveDefinite method)
(pymanopt.manifolds.positive_definite.SpecialHermitianPositiveDefinite method)
(pymanopt.manifolds.positive_definite.SymmetricPositiveDefinite method)
(pymanopt.manifolds.product.Product method)
(pymanopt.manifolds.psd.Elliptope method)
(pymanopt.manifolds.psd.PSDFixedRank method)
(pymanopt.manifolds.psd.PSDFixedRankComplex method)
(pymanopt.manifolds.sphere.Sphere method)
(pymanopt.manifolds.sphere.SphereSubspaceComplementIntersection method)
(pymanopt.manifolds.sphere.SphereSubspaceIntersection method)
(pymanopt.manifolds.stiefel.Stiefel method)
random_tangent_vector() (pymanopt.manifolds.complex_circle.ComplexCircle method)
(pymanopt.manifolds.euclidean.ComplexEuclidean method)
(pymanopt.manifolds.euclidean.Euclidean method)
(pymanopt.manifolds.euclidean.SkewSymmetric method)
(pymanopt.manifolds.euclidean.Symmetric method)
(pymanopt.manifolds.fixed_rank.FixedRankEmbedded method)
(pymanopt.manifolds.grassmann.ComplexGrassmann method)
(pymanopt.manifolds.grassmann.Grassmann method)
(pymanopt.manifolds.group.SpecialOrthogonalGroup method)
(pymanopt.manifolds.group.UnitaryGroup method)
(pymanopt.manifolds.hyperbolic.PoincareBall method)
(pymanopt.manifolds.manifold.Manifold method)
(pymanopt.manifolds.manifold.RiemannianSubmanifold method)
(pymanopt.manifolds.oblique.Oblique method)
(pymanopt.manifolds.positive.Positive method)
(pymanopt.manifolds.positive_definite.HermitianPositiveDefinite method)
(pymanopt.manifolds.positive_definite.SpecialHermitianPositiveDefinite method)
(pymanopt.manifolds.positive_definite.SymmetricPositiveDefinite method)
(pymanopt.manifolds.product.Product method)
(pymanopt.manifolds.psd.Elliptope method)
(pymanopt.manifolds.psd.PSDFixedRank method)
(pymanopt.manifolds.psd.PSDFixedRankComplex method)
(pymanopt.manifolds.sphere.Sphere method)
(pymanopt.manifolds.sphere.SphereSubspaceComplementIntersection method)
(pymanopt.manifolds.sphere.SphereSubspaceIntersection method)
(pymanopt.manifolds.stiefel.Stiefel method)
REACHED_TARGET_LINEAR (pymanopt.optimizers.trust_regions.TrustRegions attribute)
REACHED_TARGET_SUPERLINEAR (pymanopt.optimizers.trust_regions.TrustRegions attribute)
retraction() (pymanopt.manifolds.complex_circle.ComplexCircle method)
(pymanopt.manifolds.euclidean.ComplexEuclidean method)
(pymanopt.manifolds.euclidean.Euclidean method)
(pymanopt.manifolds.euclidean.SkewSymmetric method)
(pymanopt.manifolds.euclidean.Symmetric method)
(pymanopt.manifolds.fixed_rank.FixedRankEmbedded method)
(pymanopt.manifolds.grassmann.ComplexGrassmann method)
(pymanopt.manifolds.grassmann.Grassmann method)
(pymanopt.manifolds.group.SpecialOrthogonalGroup method)
(pymanopt.manifolds.group.UnitaryGroup method)
(pymanopt.manifolds.hyperbolic.PoincareBall method)
(pymanopt.manifolds.manifold.Manifold method)
(pymanopt.manifolds.manifold.RiemannianSubmanifold method)
(pymanopt.manifolds.oblique.Oblique method)
(pymanopt.manifolds.positive.Positive method)
(pymanopt.manifolds.positive_definite.HermitianPositiveDefinite method)
(pymanopt.manifolds.positive_definite.SpecialHermitianPositiveDefinite method)
(pymanopt.manifolds.positive_definite.SymmetricPositiveDefinite method)
(pymanopt.manifolds.product.Product method)
(pymanopt.manifolds.psd.Elliptope method)
(pymanopt.manifolds.psd.PSDFixedRank method)
(pymanopt.manifolds.psd.PSDFixedRankComplex method)
(pymanopt.manifolds.sphere.Sphere method)
(pymanopt.manifolds.sphere.SphereSubspaceComplementIntersection method)
(pymanopt.manifolds.sphere.SphereSubspaceIntersection method)
(pymanopt.manifolds.stiefel.Stiefel method)
RetrAsExpMixin (class in pymanopt.manifolds.manifold)
riemannian_gradient (pymanopt.core.problem.Problem property)
riemannian_gradient() (in module pymanopt.tools.testing)
riemannian_hessian (pymanopt.core.problem.Problem property)
RiemannianSubmanifold (class in pymanopt.manifolds.manifold)
run() (pymanopt.optimizers.conjugate_gradient.ConjugateGradient method)
(pymanopt.optimizers.nelder_mead.NelderMead method)
(pymanopt.optimizers.optimizer.Optimizer method)
(pymanopt.optimizers.particle_swarm.ParticleSwarm method)
(pymanopt.optimizers.steepest_descent.SteepestDescent method)
(pymanopt.optimizers.trust_regions.TrustRegions method)
S
search() (pymanopt.optimizers.line_search.AdaptiveLineSearcher method)
(pymanopt.optimizers.line_search.BackTrackingLineSearcher method)
SkewSymmetric (class in pymanopt.manifolds.euclidean)
SpecialHermitianPositiveDefinite (class in pymanopt.manifolds.positive_definite)
SpecialOrthogonalGroup (class in pymanopt.manifolds.group)
Sphere (class in pymanopt.manifolds.sphere)
SphereSubspaceComplementIntersection (class in pymanopt.manifolds.sphere)
SphereSubspaceIntersection (class in pymanopt.manifolds.sphere)
SteepestDescent (class in pymanopt.optimizers.steepest_descent)
step_size (pymanopt.optimizers.optimizer.OptimizerResult attribute)
Stiefel (class in pymanopt.manifolds.stiefel)
stopping_criterion (pymanopt.optimizers.optimizer.OptimizerResult attribute)
Symmetric (class in pymanopt.manifolds.euclidean)
SymmetricPositiveDefinite (class in pymanopt.manifolds.positive_definite)
T
TCG_STOP_REASONS (pymanopt.optimizers.trust_regions.TrustRegions attribute)
tensorflow() (in module pymanopt.function)
time (pymanopt.optimizers.optimizer.OptimizerResult attribute)
to_tangent_space() (pymanopt.manifolds.complex_circle.ComplexCircle method)
(pymanopt.manifolds.euclidean.ComplexEuclidean method)
(pymanopt.manifolds.euclidean.Euclidean method)
(pymanopt.manifolds.euclidean.SkewSymmetric method)
(pymanopt.manifolds.euclidean.Symmetric method)
(pymanopt.manifolds.fixed_rank.FixedRankEmbedded method)
(pymanopt.manifolds.grassmann.ComplexGrassmann method)
(pymanopt.manifolds.grassmann.Grassmann method)
(pymanopt.manifolds.group.SpecialOrthogonalGroup method)
(pymanopt.manifolds.group.UnitaryGroup method)
(pymanopt.manifolds.hyperbolic.PoincareBall method)
(pymanopt.manifolds.manifold.Manifold method)
(pymanopt.manifolds.manifold.RiemannianSubmanifold method)
(pymanopt.manifolds.oblique.Oblique method)
(pymanopt.manifolds.positive.Positive method)
(pymanopt.manifolds.positive_definite.HermitianPositiveDefinite method)
(pymanopt.manifolds.positive_definite.SpecialHermitianPositiveDefinite method)
(pymanopt.manifolds.positive_definite.SymmetricPositiveDefinite method)
(pymanopt.manifolds.product.Product method)
(pymanopt.manifolds.psd.Elliptope method)
(pymanopt.manifolds.psd.PSDFixedRank method)
(pymanopt.manifolds.psd.PSDFixedRankComplex method)
(pymanopt.manifolds.sphere.Sphere method)
(pymanopt.manifolds.sphere.SphereSubspaceComplementIntersection method)
(pymanopt.manifolds.sphere.SphereSubspaceIntersection method)
(pymanopt.manifolds.stiefel.Stiefel method)
transport() (pymanopt.manifolds.complex_circle.ComplexCircle method)
(pymanopt.manifolds.euclidean.ComplexEuclidean method)
(pymanopt.manifolds.euclidean.Euclidean method)
(pymanopt.manifolds.euclidean.SkewSymmetric method)
(pymanopt.manifolds.euclidean.Symmetric method)
(pymanopt.manifolds.fixed_rank.FixedRankEmbedded method)
(pymanopt.manifolds.grassmann.ComplexGrassmann method)
(pymanopt.manifolds.grassmann.Grassmann method)
(pymanopt.manifolds.group.SpecialOrthogonalGroup method)
(pymanopt.manifolds.group.UnitaryGroup method)
(pymanopt.manifolds.hyperbolic.PoincareBall method)
(pymanopt.manifolds.manifold.Manifold method)
(pymanopt.manifolds.manifold.RiemannianSubmanifold method)
(pymanopt.manifolds.oblique.Oblique method)
(pymanopt.manifolds.positive.Positive method)
(pymanopt.manifolds.positive_definite.HermitianPositiveDefinite method)
(pymanopt.manifolds.positive_definite.SpecialHermitianPositiveDefinite method)
(pymanopt.manifolds.positive_definite.SymmetricPositiveDefinite method)
(pymanopt.manifolds.product.Product method)
(pymanopt.manifolds.psd.Elliptope method)
(pymanopt.manifolds.psd.PSDFixedRank method)
(pymanopt.manifolds.psd.PSDFixedRankComplex method)
(pymanopt.manifolds.sphere.Sphere method)
(pymanopt.manifolds.sphere.SphereSubspaceComplementIntersection method)
(pymanopt.manifolds.sphere.SphereSubspaceIntersection method)
(pymanopt.manifolds.stiefel.Stiefel method)
TrustRegions (class in pymanopt.optimizers.trust_regions)
typical_dist (pymanopt.manifolds.complex_circle.ComplexCircle property)
(pymanopt.manifolds.euclidean.ComplexEuclidean property)
(pymanopt.manifolds.euclidean.Euclidean property)
(pymanopt.manifolds.euclidean.SkewSymmetric property)
(pymanopt.manifolds.euclidean.Symmetric property)
(pymanopt.manifolds.fixed_rank.FixedRankEmbedded property)
(pymanopt.manifolds.grassmann.ComplexGrassmann property)
(pymanopt.manifolds.grassmann.Grassmann property)
(pymanopt.manifolds.group.SpecialOrthogonalGroup property)
(pymanopt.manifolds.group.UnitaryGroup property)
(pymanopt.manifolds.hyperbolic.PoincareBall property)
(pymanopt.manifolds.manifold.Manifold property)
(pymanopt.manifolds.manifold.RiemannianSubmanifold property)
(pymanopt.manifolds.oblique.Oblique property)
(pymanopt.manifolds.positive.Positive property)
(pymanopt.manifolds.positive_definite.HermitianPositiveDefinite property)
(pymanopt.manifolds.positive_definite.SpecialHermitianPositiveDefinite property)
(pymanopt.manifolds.positive_definite.SymmetricPositiveDefinite property)
(pymanopt.manifolds.product.Product property)
(pymanopt.manifolds.psd.Elliptope property)
(pymanopt.manifolds.psd.PSDFixedRank property)
(pymanopt.manifolds.psd.PSDFixedRankComplex property)
(pymanopt.manifolds.sphere.Sphere property)
(pymanopt.manifolds.sphere.SphereSubspaceComplementIntersection property)
(pymanopt.manifolds.sphere.SphereSubspaceIntersection property)
(pymanopt.manifolds.stiefel.Stiefel property)
U
UnitaryGroup (class in pymanopt.manifolds.group)
W
weingarten() (pymanopt.manifolds.complex_circle.ComplexCircle method)
(pymanopt.manifolds.euclidean.ComplexEuclidean method)
(pymanopt.manifolds.euclidean.Euclidean method)
(pymanopt.manifolds.euclidean.SkewSymmetric method)
(pymanopt.manifolds.euclidean.Symmetric method)
(pymanopt.manifolds.fixed_rank.FixedRankEmbedded method)
(pymanopt.manifolds.group.SpecialOrthogonalGroup method)
(pymanopt.manifolds.group.UnitaryGroup method)
(pymanopt.manifolds.manifold.RiemannianSubmanifold method)
(pymanopt.manifolds.oblique.Oblique method)
(pymanopt.manifolds.positive_definite.HermitianPositiveDefinite method)
(pymanopt.manifolds.positive_definite.SpecialHermitianPositiveDefinite method)
(pymanopt.manifolds.positive_definite.SymmetricPositiveDefinite method)
(pymanopt.manifolds.sphere.Sphere method)
(pymanopt.manifolds.sphere.SphereSubspaceComplementIntersection method)
(pymanopt.manifolds.sphere.SphereSubspaceIntersection method)
(pymanopt.manifolds.stiefel.Stiefel method)
Z
zero_vector() (pymanopt.manifolds.complex_circle.ComplexCircle method)
(pymanopt.manifolds.euclidean.ComplexEuclidean method)
(pymanopt.manifolds.euclidean.Euclidean method)
(pymanopt.manifolds.euclidean.SkewSymmetric method)
(pymanopt.manifolds.euclidean.Symmetric method)
(pymanopt.manifolds.fixed_rank.FixedRankEmbedded method)
(pymanopt.manifolds.grassmann.ComplexGrassmann method)
(pymanopt.manifolds.grassmann.Grassmann method)
(pymanopt.manifolds.group.SpecialOrthogonalGroup method)
(pymanopt.manifolds.group.UnitaryGroup method)
(pymanopt.manifolds.hyperbolic.PoincareBall method)
(pymanopt.manifolds.manifold.Manifold method)
(pymanopt.manifolds.manifold.RiemannianSubmanifold method)
(pymanopt.manifolds.oblique.Oblique method)
(pymanopt.manifolds.positive.Positive method)
(pymanopt.manifolds.positive_definite.HermitianPositiveDefinite method)
(pymanopt.manifolds.positive_definite.SpecialHermitianPositiveDefinite method)
(pymanopt.manifolds.positive_definite.SymmetricPositiveDefinite method)
(pymanopt.manifolds.product.Product method)
(pymanopt.manifolds.psd.Elliptope method)
(pymanopt.manifolds.psd.PSDFixedRank method)
(pymanopt.manifolds.psd.PSDFixedRankComplex method)
(pymanopt.manifolds.sphere.Sphere method)
(pymanopt.manifolds.sphere.SphereSubspaceComplementIntersection method)
(pymanopt.manifolds.sphere.SphereSubspaceIntersection method)
(pymanopt.manifolds.stiefel.Stiefel method)
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