Index

A

active_subspace() (in module active_subspaces.subspaces) active_subspaces (module) active_subspaces.domains (module) active_subspaces.gradients (module) active_subspaces.integrals (module) active_subspaces.optimizers (module) active_subspaces.response_surfaces (module) active_subspaces.subspaces (module) active_subspaces.utils.designs (module) active_subspaces.utils.misc (module) active_subspaces.utils.plotters (module) active_subspaces.utils.qp_solver (module) active_subspaces.utils.quadrature (module)

active_subspaces.utils.response_surfaces (module) active_subspaces.utils.simrunners (module) ActiveSubspaceResponseSurface (class in active_subspaces.response_surfaces) ActiveVariableDomain (class in active_subspaces.domains) ActiveVariableMap (class in active_subspaces.domains) atleast_2d() (in module active_subspaces.utils.misc) atleast_2d_col() (in module active_subspaces.utils.misc) atleast_2d_row() (in module active_subspaces.utils.misc) av_design() (in module active_subspaces.response_surfaces) av_integrate() (in module active_subspaces.integrals) av_minimize() (in module active_subspaces.optimizers) av_quadrature_rule() (in module active_subspaces.integrals) avmap (active_subspaces.response_surfaces.ActiveSubspaceResponseSurface attribute)

B

BoundedActiveVariableDomain (class in active_subspaces.domains) BoundedActiveVariableMap (class in active_subspaces.domains)

BoundedMinVariableMap (class in active_subspaces.optimizers) BoundedNormalizer (class in active_subspaces.utils.misc)

C

compute() (active_subspaces.subspaces.Subspaces method) compute_boundary() (active_subspaces.domains.BoundedActiveVariableDomain method) conditional_expectations() (in module active_subspaces.utils.misc)

constraints (active_subspaces.domains.ActiveVariableDomain attribute) convhull (active_subspaces.domains.ActiveVariableDomain attribute)

D

dfun (active_subspaces.utils.simrunners.SimulationGradientRunner attribute)

domain (active_subspaces.domains.ActiveVariableMap attribute)

E

e_br (active_subspaces.subspaces.Subspaces attribute) eig_partition() (in module active_subspaces.subspaces) eigenvals (active_subspaces.subspaces.Subspaces attribute) eigenvalues() (in module active_subspaces.utils.plotters) eigenvecs (active_subspaces.subspaces.Subspaces attribute)

eigenvectors() (in module active_subspaces.utils.plotters) ell (active_subspaces.utils.response_surfaces.RadialBasisApproximation attribute) errbnd_partition() (in module active_subspaces.subspaces) exponential_squared() (in module active_subspaces.utils.response_surfaces)

F

f (active_subspaces.utils.response_surfaces.ResponseSurface attribute) finite_difference_gradients() (in module active_subspaces.gradients)

forward() (active_subspaces.domains.ActiveVariableMap method) fun (active_subspaces.utils.simrunners.SimulationRunner attribute)

G

g (active_subspaces.utils.response_surfaces.PolynomialApproximation attribute) g1d() (in module active_subspaces.utils.quadrature) gauss_hermite() (in module active_subspaces.utils.quadrature) gauss_hermite_design() (in module active_subspaces.utils.designs) gauss_legendre() (in module active_subspaces.utils.quadrature) gh1d() (in module active_subspaces.utils.quadrature)

gl1d() (in module active_subspaces.utils.quadrature) grad_exponential_squared() (in module active_subspaces.utils.response_surfaces) grad_polynomial_bases() (in module active_subspaces.utils.response_surfaces) gradient() (active_subspaces.response_surfaces.ActiveSubspaceResponseSurface method) gradient_av() (active_subspaces.response_surfaces.ActiveSubspaceResponseSurface method)

H

H (active_subspaces.utils.response_surfaces.PolynomialApproximation attribute)

hit_and_run_z() (in module active_subspaces.domains)

I

index_set() (in module active_subspaces.utils.response_surfaces) integrate() (in module active_subspaces.integrals) interval_design() (in module active_subspaces.utils.designs) interval_endpoints() (in module active_subspaces.domains)

interval_minimize() (in module active_subspaces.optimizers) interval_quadrature_rule() (in module active_subspaces.integrals) inverse() (active_subspaces.domains.ActiveVariableMap method)

J

jacobi_matrix() (in module active_subspaces.utils.quadrature)

K

K (active_subspaces.utils.response_surfaces.RadialBasisApproximation attribute)

L

L (active_subspaces.utils.misc.UnboundedNormalizer attribute) ladle_partition() (in module active_subspaces.subspaces) lb (active_subspaces.utils.misc.BoundedNormalizer attribute)

linear_program_eq() (active_subspaces.utils.qp_solver.QPSolver method) linear_program_ineq() (active_subspaces.utils.qp_solver.QPSolver method) local_linear_gradients() (in module active_subspaces.gradients)

M

m (active_subspaces.domains.ActiveVariableDomain attribute) maximin_design() (in module active_subspaces.utils.designs) minimize() (in module active_subspaces.optimizers)

MinVariableMap (class in active_subspaces.optimizers) mu (active_subspaces.utils.misc.UnboundedNormalizer attribute)

N

n (active_subspaces.domains.ActiveVariableDomain attribute) N (active_subspaces.utils.response_surfaces.ResponseSurface attribute) normalize() (active_subspaces.utils.misc.BoundedNormalizer method) (active_subspaces.utils.misc.Normalizer method) (active_subspaces.utils.misc.UnboundedNormalizer method)

Normalizer (class in active_subspaces.utils.misc) nzv() (in module active_subspaces.domains)

O

ols_subspace() (in module active_subspaces.subspaces)

opg_subspace() (in module active_subspaces.subspaces)

P

partition() (active_subspaces.subspaces.Subspaces method) plot_opts() (in module active_subspaces.utils.plotters) poly_weights (active_subspaces.utils.response_surfaces.PolynomialApproximation attribute) (active_subspaces.utils.response_surfaces.RadialBasisApproximation attribute) polynomial_bases() (in module active_subspaces.utils.response_surfaces) PolynomialApproximation (class in active_subspaces.utils.response_surfaces)

predict() (active_subspaces.response_surfaces.ActiveSubspaceResponseSurface method) (active_subspaces.utils.response_surfaces.PolynomialApproximation method) (active_subspaces.utils.response_surfaces.RadialBasisApproximation method) predict_av() (active_subspaces.response_surfaces.ActiveSubspaceResponseSurface method) process_inputs() (in module active_subspaces.utils.misc) process_inputs_outputs() (in module active_subspaces.utils.misc)

Q

qphd_subspace() (in module active_subspaces.subspaces) QPSolver (class in active_subspaces.utils.qp_solver) quadratic_program_bnd() (active_subspaces.utils.qp_solver.QPSolver method)

quadratic_program_ineq() (active_subspaces.utils.qp_solver.QPSolver method) quadrature_rule() (in module active_subspaces.integrals)

R

r_hermite() (in module active_subspaces.utils.quadrature) r_jacobi() (in module active_subspaces.utils.quadrature) radial_weights (active_subspaces.utils.response_surfaces.RadialBasisApproximation attribute) RadialBasisApproximation (class in active_subspaces.utils.response_surfaces) random_walk_z() (in module active_subspaces.domains) regularize_z() (active_subspaces.domains.ActiveVariableMap method) (active_subspaces.domains.BoundedActiveVariableMap method) (active_subspaces.domains.UnboundedActiveVariableMap method) (active_subspaces.optimizers.BoundedMinVariableMap method) (active_subspaces.optimizers.UnboundedMinVariableMap method)

rejection_sampling_z() (in module active_subspaces.domains) ResponseSurface (class in active_subspaces.utils.response_surfaces) respsurf (active_subspaces.response_surfaces.ActiveSubspaceResponseSurface attribute) Rsqr (active_subspaces.utils.response_surfaces.ResponseSurface attribute) run() (active_subspaces.utils.simrunners.SimulationGradientRunner method) (active_subspaces.utils.simrunners.SimulationRunner method)

S

sample_z() (in module active_subspaces.domains) SimulationGradientRunner (class in active_subspaces.utils.simrunners) SimulationRunner (class in active_subspaces.utils.simrunners) solver (active_subspaces.utils.qp_solver.QPSolver attribute) sorted_eigh() (in module active_subspaces.subspaces)

sub_br (active_subspaces.subspaces.Subspaces attribute) subspace_errors() (in module active_subspaces.utils.plotters) subspaces (active_subspaces.domains.ActiveVariableDomain attribute) Subspaces (class in active_subspaces.subspaces) sufficient_summary() (in module active_subspaces.utils.plotters)

T

train() (active_subspaces.optimizers.MinVariableMap method) (active_subspaces.utils.response_surfaces.PolynomialApproximation method) (active_subspaces.utils.response_surfaces.RadialBasisApproximation method) train_with_data() (active_subspaces.response_surfaces.ActiveSubspaceResponseSurface method)

train_with_interface() (active_subspaces.response_surfaces.ActiveSubspaceResponseSurface method)

U

ub (active_subspaces.utils.misc.BoundedNormalizer attribute) unbounded_minimize() (in module active_subspaces.optimizers) UnboundedActiveVariableDomain (class in active_subspaces.domains) UnboundedActiveVariableMap (class in active_subspaces.domains)

UnboundedMinVariableMap (class in active_subspaces.optimizers) UnboundedNormalizer (class in active_subspaces.utils.misc) unique_rows() (in module active_subspaces.domains) unnormalize() (active_subspaces.utils.misc.BoundedNormalizer method) (active_subspaces.utils.misc.Normalizer method) (active_subspaces.utils.misc.UnboundedNormalizer method)

V

vertX (active_subspaces.domains.ActiveVariableDomain attribute)

vertY (active_subspaces.domains.ActiveVariableDomain attribute)

W

W1 (active_subspaces.subspaces.Subspaces attribute)

W2 (active_subspaces.subspaces.Subspaces attribute)

X

X (active_subspaces.utils.response_surfaces.ResponseSurface attribute)

Z

zonotope_2d_plot() (in module active_subspaces.utils.plotters) zonotope_minimize() (in module active_subspaces.optimizers)

zonotope_quadrature_rule() (in module active_subspaces.integrals) zonotope_vertices() (in module active_subspaces.domains)