Index

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__init__() (curvlinops.CGInverseLinearOperator method) (curvlinops.EFLinearOperator method) (curvlinops.EKFACLinearOperator method) (curvlinops.GGNDiagonalLinearOperator method) (curvlinops.GGNLinearOperator method) (curvlinops.HessianLinearOperator method) (curvlinops.JacobianLinearOperator method) (curvlinops.KFACLinearOperator method) (curvlinops.LanczosApproximateSpectrumCached method) (curvlinops.LSMRInverseLinearOperator method) (curvlinops.NeumannInverseLinearOperator method) (curvlinops.SubmatrixLinearOperator method) (curvlinops.TransposedJacobianLinearOperator method)

A

approximate_spectrum() (curvlinops.LanczosApproximateSpectrumCached method)

C

CGInverseLinearOperator (class in curvlinops)

D

det() (curvlinops.EKFACLinearOperator method) (curvlinops.KFACLinearOperator method)

E

EFLinearOperator (class in curvlinops) EKFACLinearOperator (class in curvlinops)

EMPIRICAL (curvlinops.FisherType attribute) EXPAND (curvlinops.KFACType attribute)

F

FisherType (class in curvlinops) FIXED_DATA_ORDER (curvlinops.JacobianLinearOperator attribute) (curvlinops.TransposedJacobianLinearOperator attribute)

FORWARD_ONLY (curvlinops.FisherType attribute) frobenius_norm() (curvlinops.EKFACLinearOperator method) (curvlinops.KFACLinearOperator method)

G

GGNDiagonalLinearOperator (class in curvlinops)

GGNLinearOperator (class in curvlinops)

H

HessianLinearOperator (class in curvlinops) hutchinson_diag() (in module curvlinops)

hutchinson_squared_fro (class in curvlinops) hutchinson_trace() (in module curvlinops) hutchpp_trace() (in module curvlinops)

I

inverse() (curvlinops.EKFACLinearOperator method) (curvlinops.KFACLinearOperator method)

J

JacobianLinearOperator (class in curvlinops)

K

KFACLinearOperator (class in curvlinops)

KFACType (class in curvlinops)

L

lanczos_approximate_log_spectrum() (in module curvlinops) lanczos_approximate_spectrum() (in module curvlinops) LanczosApproximateSpectrumCached (class in curvlinops)

logdet() (curvlinops.EKFACLinearOperator method) (curvlinops.KFACLinearOperator method) loss_hessian_matrix_sqrt() (in module curvlinops.ggn_utils) LSMRInverseLinearOperator (class in curvlinops)

M

MC (curvlinops.FisherType attribute)

MC_SUPPORTED_LOSSES (curvlinops.GGNLinearOperator attribute)

N

NeumannInverseLinearOperator (class in curvlinops)

R

REDUCE (curvlinops.KFACType attribute)

S

SELF_ADJOINT (curvlinops.EFLinearOperator attribute) (curvlinops.GGNLinearOperator attribute) (curvlinops.HessianLinearOperator attribute) (curvlinops.KFACLinearOperator attribute)

set_submatrix() (curvlinops.SubmatrixLinearOperator method) SubmatrixLinearOperator (class in curvlinops)

T

trace() (curvlinops.EKFACLinearOperator method) (curvlinops.KFACLinearOperator method)

TransposedJacobianLinearOperator (class in curvlinops) TYPE2 (curvlinops.FisherType attribute)

X

xdiag() (in module curvlinops)

xtrace() (in module curvlinops)