Index

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__init__() (anotherspdnet.batchnorm.BatchNormSPD method) (anotherspdnet.estimation.Mestimation method) (anotherspdnet.nn.BiMap method) (anotherspdnet.nn.LogEig method) (anotherspdnet.nn.ReEig method) (anotherspdnet.nn.ReEigBias method) (anotherspdnet.nn.Vech method) (anotherspdnet.nn.Vectorization method)

A

anotherspdnet.analysis module anotherspdnet.batchnorm module anotherspdnet.estimation module

anotherspdnet.functions module anotherspdnet.nn module anotherspdnet.utils module

B

backward() (anotherspdnet.functions.BiMapFunction static method) (anotherspdnet.functions.ExpEigFunction static method) (anotherspdnet.functions.InvSqrtmEigFunction static method) (anotherspdnet.functions.LogEigFunction static method) (anotherspdnet.functions.PowerEigFunction static method) (anotherspdnet.functions.ReEigBiasFunction static method) (anotherspdnet.functions.ReEigFunction static method) (anotherspdnet.functions.SqrtmAndInvSqrtmEigFunction static method) (anotherspdnet.functions.SqrtmEigFunction static method)

BatchNormSPD (class in anotherspdnet.batchnorm) BiMap (class in anotherspdnet.nn) biMap() (in module anotherspdnet.functions) biMap_gradient() (in module anotherspdnet.functions) BiMapFunction (class in anotherspdnet.functions)

C

construct_eigdiff_matrix() (in module anotherspdnet.utils)

construct_L_matrix() (in module anotherspdnet.functions) create_log_files() (anotherspdnet.analysis.EigenvaluesLogger method)

E

eig_operation() (in module anotherspdnet.functions) eig_operation_gradient() (in module anotherspdnet.functions) eig_operation_gradient_eigs() (in module anotherspdnet.functions)

eig_operation_gradient_inputandbias() (in module anotherspdnet.functions) EigenvaluesLogger (class in anotherspdnet.analysis) ExpEigFunction (class in anotherspdnet.functions)

F

filter_layer (anotherspdnet.analysis.EigenvaluesLogger attribute) forward() (anotherspdnet.batchnorm.BatchNormSPD method) (anotherspdnet.estimation.Mestimation method) (anotherspdnet.estimation.SCM method) (anotherspdnet.functions.BiMapFunction static method) (anotherspdnet.functions.ExpEigFunction static method) (anotherspdnet.functions.InvSqrtmEigFunction static method) (anotherspdnet.functions.LogEigFunction static method) (anotherspdnet.functions.PowerEigFunction static method) (anotherspdnet.functions.ReEigBiasFunction static method) (anotherspdnet.functions.ReEigFunction static method) (anotherspdnet.functions.SqrtmAndInvSqrtmEigFunction static method) (anotherspdnet.functions.SqrtmEigFunction static method) (anotherspdnet.nn.BiMap method) (anotherspdnet.nn.LogEig method) (anotherspdnet.nn.ReEig method) (anotherspdnet.nn.ReEigBias method) (anotherspdnet.nn.Vech method) (anotherspdnet.nn.Vectorization method)

H

hook_layers() (anotherspdnet.analysis.EigenvaluesLogger method)

huber_function() (in module anotherspdnet.estimation)

I

initialize_weights_sphere() (in module anotherspdnet.utils) initialize_weights_stiefel() (in module anotherspdnet.utils)

inverse_transform() (anotherspdnet.nn.Vech method) (anotherspdnet.nn.Vectorization method) InvSqrtmEigFunction (class in anotherspdnet.functions)

L

list_layers (anotherspdnet.analysis.EigenvaluesLogger attribute) log_file_basename (anotherspdnet.analysis.EigenvaluesLogger attribute)

LogEig (class in anotherspdnet.nn) LogEigFunction (class in anotherspdnet.functions)

M

Mestimation (class in anotherspdnet.estimation) mode (anotherspdnet.analysis.EigenvaluesLogger attribute) model (anotherspdnet.analysis.EigenvaluesLogger attribute) module anotherspdnet.analysis anotherspdnet.batchnorm anotherspdnet.estimation anotherspdnet.functions anotherspdnet.nn anotherspdnet.utils

N

nd_tensor_to_3d() (in module anotherspdnet.utils) new_step() (anotherspdnet.analysis.EigenvaluesLogger method)

normalize_determinant() (in module anotherspdnet.estimation) normalize_trace() (in module anotherspdnet.estimation)

P

PowerEigFunction (class in anotherspdnet.functions)

R

re_operation() (in module anotherspdnet.functions) re_operation_gradient() (in module anotherspdnet.functions) ReEig (class in anotherspdnet.nn)

ReEigBias (class in anotherspdnet.nn) ReEigBiasFunction (class in anotherspdnet.functions) ReEigFunction (class in anotherspdnet.functions) riemannian_mean_spd() (in module anotherspdnet.batchnorm)

S

SCM (class in anotherspdnet.estimation) separator (anotherspdnet.analysis.EigenvaluesLogger attribute) spd_affine_invariant_distance() (in module anotherspdnet.functions) spd_affine_invariant_geodesic() (in module anotherspdnet.functions) spd_tolerance (anotherspdnet.analysis.EigenvaluesLogger attribute) SqrtmAndInvSqrtmEigFunction (class in anotherspdnet.functions)

SqrtmEigFunction (class in anotherspdnet.functions) step (anotherspdnet.analysis.EigenvaluesLogger attribute) step_name (anotherspdnet.analysis.EigenvaluesLogger attribute) storage_path (anotherspdnet.analysis.EigenvaluesLogger attribute) student_function() (in module anotherspdnet.estimation) symmetrize() (in module anotherspdnet.utils)

T

threed_tensor_to_nd() (in module anotherspdnet.utils)

tyler_function() (in module anotherspdnet.estimation) type_layers_tracked (anotherspdnet.analysis.EigenvaluesLogger attribute)

U

unvec_batch() (in module anotherspdnet.functions)

unvech_batch() (in module anotherspdnet.functions)

V

vec_batch() (in module anotherspdnet.functions) Vech (class in anotherspdnet.nn)

vech_batch() (in module anotherspdnet.functions) Vectorization (class in anotherspdnet.nn)

Z

zero_offdiag() (in module anotherspdnet.utils)