Index

_ | A | B | C | D | E | G | H | I | L | M | N | O | P | R | S | T | Z

_

__init__() (pymanopt.core.problem.Problem method)
(pymanopt.manifolds.euclidean.Euclidean method)
(pymanopt.manifolds.euclidean.Symmetric method)
(pymanopt.manifolds.grassmann.Grassmann method)
(pymanopt.manifolds.oblique.Oblique method)
(pymanopt.manifolds.product.Product method)
(pymanopt.manifolds.psd.Elliptope method)
(pymanopt.manifolds.psd.PSDFixedRank method)
(pymanopt.manifolds.psd.PSDFixedRankComplex method)
(pymanopt.manifolds.psd.PositiveDefinite method)
(pymanopt.manifolds.sphere.Sphere method)
(pymanopt.manifolds.stiefel.Stiefel method)
(pymanopt.solvers.conjugate_gradient.ConjugateGradient method)
(pymanopt.solvers.linesearch.LineSearchAdaptive method)
(pymanopt.solvers.linesearch.LineSearchBackTracking method)
(pymanopt.solvers.nelder_mead.NelderMead method)
(pymanopt.solvers.particle_swarm.ParticleSwarm method)
(pymanopt.solvers.solver.Solver method)
(pymanopt.solvers.steepest_descent.SteepestDescent method)
(pymanopt.solvers.trust_regions.TrustRegions method)
(pymanopt.tools.autodiff.TensorflowBackend method)

A

AutogradBackend (class in pymanopt.tools.autodiff)

B

backend (pymanopt.core.problem.Problem attribute)

C

compile_function() (pymanopt.tools.autodiff.TensorflowBackend method)
(pymanopt.tools.autodiff.TheanoBackend method)
compute_centroid() (in module pymanopt.solvers.nelder_mead)
compute_gradient() (pymanopt.tools.autodiff.AutogradBackend method)
(pymanopt.tools.autodiff.TensorflowBackend method)
(pymanopt.tools.autodiff.TheanoBackend method)
compute_hessian() (pymanopt.tools.autodiff.AutogradBackend method)
(pymanopt.tools.autodiff.TensorflowBackend method)
(pymanopt.tools.autodiff.TheanoBackend method)
ConjugateGradient (class in pymanopt.solvers.conjugate_gradient)
cost (pymanopt.core.problem.Problem attribute)

D

dim (pymanopt.manifolds.manifold.Manifold attribute)
dist() (pymanopt.manifolds.manifold.Manifold method)

E

egrad (pymanopt.core.problem.Problem attribute)
egrad2rgrad() (in module pymanopt.tools.testing)
(pymanopt.manifolds.manifold.Manifold method)
ehess (pymanopt.core.problem.Problem attribute)
ehess2rhess() (in module pymanopt.tools.testing)
(pymanopt.manifolds.manifold.Manifold method)
Elliptope (class in pymanopt.manifolds.psd)
Euclidean (class in pymanopt.manifolds.euclidean)
EXCEEDED_TR (pymanopt.solvers.trust_regions.TrustRegions attribute)
exp() (pymanopt.manifolds.manifold.Manifold method)

G

grad (pymanopt.core.problem.Problem attribute)
Grassmann (class in pymanopt.manifolds.grassmann)

H

hess (pymanopt.core.problem.Problem attribute)

I

inner() (pymanopt.manifolds.manifold.Manifold method)
is_available() (pymanopt.tools.autodiff.AutogradBackend method)
(pymanopt.tools.autodiff.TensorflowBackend method)
(pymanopt.tools.autodiff.TheanoBackend method)
is_compatible() (pymanopt.tools.autodiff.AutogradBackend method)
(pymanopt.tools.autodiff.TensorflowBackend method)
(pymanopt.tools.autodiff.TheanoBackend method)

L

LineSearchAdaptive (class in pymanopt.solvers.linesearch)
LineSearchBackTracking (class in pymanopt.solvers.linesearch)
log() (pymanopt.manifolds.manifold.Manifold method)

M

Manifold (class in pymanopt.manifolds.manifold)
MAX_INNER_ITER (pymanopt.solvers.trust_regions.TrustRegions attribute)
MODEL_INCREASED (pymanopt.solvers.trust_regions.TrustRegions attribute)
multiexp() (in module pymanopt.tools.multi)
multieye() (in module pymanopt.tools.multi)
multilog() (in module pymanopt.tools.multi)
multiprod() (in module pymanopt.tools.multi)
multisym() (in module pymanopt.tools.multi)
multitransp() (in module pymanopt.tools.multi)

N

NEGATIVE_CURVATURE (pymanopt.solvers.trust_regions.TrustRegions attribute)
NelderMead (class in pymanopt.solvers.nelder_mead)
norm() (pymanopt.manifolds.manifold.Manifold method)

O

Oblique (class in pymanopt.manifolds.oblique)

P

pairmean() (pymanopt.manifolds.manifold.Manifold method)
(pymanopt.manifolds.psd.PositiveDefinite method)
ParticleSwarm (class in pymanopt.solvers.particle_swarm)
PositiveDefinite (class in pymanopt.manifolds.psd)
Problem (class in pymanopt.core.problem)
Product (class in pymanopt.manifolds.product)
proj() (pymanopt.manifolds.manifold.Manifold method)
PSDFixedRank (class in pymanopt.manifolds.psd)
PSDFixedRankComplex (class in pymanopt.manifolds.psd)
pymanopt.core.problem (module)
pymanopt.manifolds.euclidean (module)
pymanopt.manifolds.grassmann (module)
pymanopt.manifolds.manifold (module)
pymanopt.manifolds.oblique (module)
pymanopt.manifolds.product (module)
pymanopt.manifolds.psd (module)
pymanopt.manifolds.sphere (module)
pymanopt.manifolds.stiefel (module)
pymanopt.solvers.conjugate_gradient (module)
pymanopt.solvers.linesearch (module)
pymanopt.solvers.nelder_mead (module)
pymanopt.solvers.particle_swarm (module)
pymanopt.solvers.solver (module)
pymanopt.solvers.steepest_descent (module)
pymanopt.solvers.trust_regions (module)
pymanopt.tools.autodiff (module)
pymanopt.tools.multi (module)
pymanopt.tools.testing (module)

R

rand() (pymanopt.manifolds.manifold.Manifold method)
randvec() (pymanopt.manifolds.manifold.Manifold method)
REACHED_TARGET_LINEAR (pymanopt.solvers.trust_regions.TrustRegions attribute)
REACHED_TARGET_SUPERLINEAR (pymanopt.solvers.trust_regions.TrustRegions attribute)
retr() (pymanopt.manifolds.manifold.Manifold method)
rgrad() (in module pymanopt.tools.testing)
rhess() (in module pymanopt.tools.testing)

S

search() (pymanopt.solvers.linesearch.LineSearchAdaptive method)
(pymanopt.solvers.linesearch.LineSearchBackTracking method)
solve() (pymanopt.solvers.conjugate_gradient.ConjugateGradient method)
(pymanopt.solvers.nelder_mead.NelderMead method)
(pymanopt.solvers.particle_swarm.ParticleSwarm method)
(pymanopt.solvers.solver.Solver method)
(pymanopt.solvers.steepest_descent.SteepestDescent method)
(pymanopt.solvers.trust_regions.TrustRegions method)
Solver (class in pymanopt.solvers.solver)
Sphere (class in pymanopt.manifolds.sphere)
SteepestDescent (class in pymanopt.solvers.steepest_descent)
Stiefel (class in pymanopt.manifolds.stiefel)
Symmetric (class in pymanopt.manifolds.euclidean)

T

TCG_STOP_REASONS (pymanopt.solvers.trust_regions.TrustRegions attribute)
TensorflowBackend (class in pymanopt.tools.autodiff)
TheanoBackend (class in pymanopt.tools.autodiff)
transp() (pymanopt.manifolds.manifold.Manifold method)
TrustRegions (class in pymanopt.solvers.trust_regions)
typicaldist (pymanopt.manifolds.manifold.Manifold attribute)

Z

zerovec() (pymanopt.manifolds.manifold.Manifold method)