Index

A

accept_step() (LineSearchOptimizer method) AdaHessian (class in torch_numopt)

apply_gradients() (LineSearchOptimizer method) approx_hessian_gn() (SecondOrderOptimizer method)

B

backtrack() (LineSearchOptimizer method)

bisect() (LineSearchOptimizer method) bisect_search() (LineSearchOptimizer method)

C

ConjugateGradientLS (class in torch_numopt)

CustomOptimizer (class in torch_numopt)

E

exact_hessian() (SecondOrderOptimizer method)

F

fix_stability() (in module torch_numopt.utils)

G

GaussNewtonLS (class in torch_numopt) get_scaling_matrix() (AdaHessian method) (ConjugateGradientLS method) (GaussNewtonLS method) (GradientDescentLS method) (LevenbergMarquardtLS method) (LineSearchOptimizer method) (NewtonLS method)

get_step_direction() (AdaHessian method) (ConjugateGradientLS method) (GaussNewtonLS method) (GradientDescentLS method) (LevenbergMarquardtLS method) (LineSearchOptimizer method) (NewtonLS method) GradientDescentLS (class in torch_numopt)

H

hutchinson_diagonal() (SecondOrderOptimizer method)

I

initialize_lr() (LineSearchOptimizer method)

interpolate_cubic() (LineSearchOptimizer method)

L

LevenbergMarquardtLS (class in torch_numopt)

LineSearchOptimizer (class in torch_numopt)

M

module torch_numopt.utils

N

NewtonLS (class in torch_numopt)

P

param_flatten() (in module torch_numopt.utils) param_reshape_like() (in module torch_numopt.utils)

param_sizes() (in module torch_numopt.utils) pinv_svd_trunc() (in module torch_numopt.utils)

S

SecondOrderOptimizer (class in torch_numopt)

step() (CustomOptimizer method) (LineSearchOptimizer method)

T

torch_numopt.utils module

U

update() (CustomOptimizer method) (LevenbergMarquardtLS method)