CurvLinOps
Getting started
How to use CurvLinOps
CurvLinOps
Linear operators
Spectral density approximation
Trace approximation
Diagonal approximation
Experimental
Code samples
Internals
Internals
CurvLinOps
Index
Index
_
|
A
|
C
|
E
|
F
|
G
|
H
|
J
|
K
|
L
|
N
|
S
|
T
_
__init__() (curvlinops.CGInverseLinearOperator method)
(curvlinops.EFLinearOperator method)
(curvlinops.experimental.ActivationHessianLinearOperator method)
(curvlinops.FisherMCLinearOperator method)
(curvlinops.GGNLinearOperator method)
(curvlinops.HessianLinearOperator method)
(curvlinops.HutchinsonDiagonalEstimator method)
(curvlinops.HutchinsonTraceEstimator method)
(curvlinops.HutchPPTraceEstimator method)
(curvlinops.JacobianLinearOperator method)
(curvlinops.KFACLinearOperator method)
(curvlinops.LanczosApproximateSpectrumCached method)
(curvlinops.NeumannInverseLinearOperator method)
(curvlinops.SubmatrixLinearOperator method)
(curvlinops.TransposedJacobianLinearOperator method)
_SUPPORTED_LOSSES (curvlinops.KFACLinearOperator attribute)
_SUPPORTED_MODULES (curvlinops.KFACLinearOperator attribute)
A
ActivationHessianLinearOperator (class in curvlinops.experimental)
approximate_spectrum() (curvlinops.LanczosApproximateSpectrumCached method)
C
CGInverseLinearOperator (class in curvlinops)
E
EFLinearOperator (class in curvlinops)
F
FisherMCLinearOperator (class in curvlinops)
G
GGNLinearOperator (class in curvlinops)
H
HessianLinearOperator (class in curvlinops)
HutchinsonDiagonalEstimator (class in curvlinops)
HutchinsonTraceEstimator (class in curvlinops)
HutchPPTraceEstimator (class in curvlinops)
J
JacobianLinearOperator (class in curvlinops)
K
KFACLinearOperator (class in curvlinops)
L
lanczos_approximate_log_spectrum() (in module curvlinops)
lanczos_approximate_spectrum() (in module curvlinops)
LanczosApproximateSpectrumCached (class in curvlinops)
loss_hessian_matrix_sqrt() (in module curvlinops.kfac_utils)
N
NeumannInverseLinearOperator (class in curvlinops)
S
sample() (curvlinops.HutchinsonDiagonalEstimator method)
(curvlinops.HutchinsonTraceEstimator method)
(curvlinops.HutchPPTraceEstimator method)
set_cg_hyperparameters() (curvlinops.CGInverseLinearOperator method)
set_neumann_hyperparameters() (curvlinops.NeumannInverseLinearOperator method)
set_submatrix() (curvlinops.SubmatrixLinearOperator method)
SubmatrixLinearOperator (class in curvlinops)
T
TransposedJacobianLinearOperator (class in curvlinops)