Index

_

_r (jboat.na_ol.fd.FD attribute)

A

add() (jboat.utils.op_utils.ResultStore method) alpha (jboat.na_ol.cg.CG attribute) (jboat.na_ol.fd.FD attribute) (jboat.na_ol.iga.IGA attribute)

alpha_decay (jboat.na_ol.cg.CG attribute) (jboat.na_ol.fd.FD attribute) (jboat.na_ol.iga.IGA attribute) average_grad() (in module jboat.utils.op_utils)

B

build_ll_solver() (jboat.boat_opt.Problem method)

build_ul_solver() (jboat.boat_opt.Problem method)

C

cat_list_to_tensor() (in module jboat.utils.op_utils) CG (class in jboat.na_ol.cg) cg_step() (in module jboat.utils.op_utils) check_status() (jboat.boat_opt.Problem method) clear() (jboat.utils.op_utils.ResultStore method) compute_gradients() (jboat.na_ol.cg.CG method) (jboat.na_ol.fd.FD method) (jboat.na_ol.foa.FOA method) (jboat.na_ol.hyper_gradient.HyperGradient method) (jboat.na_ol.iad.IAD method) (jboat.na_ol.iga.IGA method) (jboat.na_ol.ns.NS method) (jboat.na_ol.ptt.PTT method) (jboat.na_ol.rad.RAD method) (jboat.na_ol.rgt.RGT method) (jboat.na_ol.sequential_hg.SequentialHG method)

conjugate_gradient() (in module jboat.utils.op_utils) copy_parameter_from_list() (in module jboat.utils.op_utils) custom_grad() (in module jboat.utils.op_utils) custom_order (jboat.gm_ol.sequential_ds.SequentialDS attribute)

D

DI (class in jboat.gm_ol.di) DM (class in jboat.gm_ol.dm) dynamic_initialization (jboat.na_ol.cg.CG attribute) (jboat.na_ol.fd.FD attribute) (jboat.na_ol.iga.IGA attribute)

DynamicalSystem (class in jboat.gm_ol.dynamical_system) DynamicalSystemRules (class in jboat.utils.op_utils)

F

FD (class in jboat.na_ol.fd)

FOA (class in jboat.na_ol.foa)

G

GDA (class in jboat.gm_ol.gda) gda_loss (jboat.na_ol.cg.CG attribute) (jboat.na_ol.fd.FD attribute) (jboat.na_ol.iga.IGA attribute) get_gradient_order() (jboat.utils.op_utils.DynamicalSystemRules static method) (jboat.utils.op_utils.HyperGradientRules static method)

get_outer_gradients() (in module jboat.utils.op_utils) get_registered_operation() (in module jboat.operation_registry) get_results() (jboat.utils.op_utils.ResultStore method) grad_unused_zero() (in module jboat.utils.op_utils) gradient_instances (jboat.gm_ol.sequential_ds.SequentialDS attribute)

H

HyperGradient (class in jboat.na_ol.hyper_gradient)

HyperGradientRules (class in jboat.utils.op_utils)

I

IAD (class in jboat.na_ol.iad)

IGA (class in jboat.na_ol.iga)

J

jboat.boat_opt module jboat.fo_ol.meso module jboat.fo_ol.pgdo module jboat.fo_ol.vfo module jboat.fo_ol.vso module jboat.gm_ol.di module jboat.gm_ol.dm module jboat.gm_ol.dynamical_system module jboat.gm_ol.gda module jboat.gm_ol.ngd module jboat.gm_ol.sequential_ds module jboat.na_ol.cg module

jboat.na_ol.fd module jboat.na_ol.foa module jboat.na_ol.hyper_gradient module jboat.na_ol.iad module jboat.na_ol.iga module jboat.na_ol.ns module jboat.na_ol.ptt module jboat.na_ol.rad module jboat.na_ol.rgt module jboat.na_ol.sequential_hg module jboat.operation_registry module jboat.utils.op_utils module

K

K (jboat.na_ol.cg.CG attribute)

L

l2_reg() (in module jboat.utils.op_utils) list_tensor_matmul() (in module jboat.utils.op_utils)

list_tensor_norm() (in module jboat.utils.op_utils) ll_lr (jboat.na_ol.cg.CG attribute) (jboat.na_ol.fd.FD attribute)

M

makes_functional_dynamical_system() (in module jboat.gm_ol.sequential_ds) makes_functional_na_operation() (in module jboat.na_ol.sequential_hg) manual_update() (in module jboat.utils.op_utils) MESO (class in jboat.fo_ol.meso) module jboat.boat_opt jboat.fo_ol.meso jboat.fo_ol.pgdo jboat.fo_ol.vfo jboat.fo_ol.vso jboat.gm_ol.di jboat.gm_ol.dm jboat.gm_ol.dynamical_system jboat.gm_ol.gda jboat.gm_ol.ngd jboat.gm_ol.sequential_ds jboat.na_ol.cg jboat.na_ol.fd jboat.na_ol.foa jboat.na_ol.hyper_gradient jboat.na_ol.iad jboat.na_ol.iga jboat.na_ol.ns jboat.na_ol.ptt jboat.na_ol.rad jboat.na_ol.rgt jboat.na_ol.sequential_hg jboat.operation_registry jboat.utils.op_utils

N

neumann() (in module jboat.utils.op_utils)

NGD (class in jboat.gm_ol.ngd) NS (class in jboat.na_ol.ns)

O

optimize() (jboat.fo_ol.meso.MESO method) (jboat.fo_ol.pgdo.PGDO method) (jboat.fo_ol.vfo.VFO method) (jboat.fo_ol.vso.VSO method) (jboat.gm_ol.di.DI method) (jboat.gm_ol.dm.DM method) (jboat.gm_ol.dynamical_system.DynamicalSystem method) (jboat.gm_ol.gda.GDA method) (jboat.gm_ol.ngd.NGD method) (jboat.gm_ol.sequential_ds.SequentialDS method)

P

PGDO (class in jboat.fo_ol.pgdo) plot_losses() (jboat.boat_opt.Problem method)

Problem (class in jboat.boat_opt) PTT (class in jboat.na_ol.ptt)

R

RAD (class in jboat.na_ol.rad) register_class() (in module jboat.operation_registry) require_model_grad() (in module jboat.utils.op_utils)

result_store (jboat.gm_ol.sequential_ds.SequentialDS attribute) ResultStore (class in jboat.utils.op_utils) RGT (class in jboat.na_ol.rgt) run_iter() (jboat.boat_opt.Problem method)

S

save_losses() (jboat.boat_opt.Problem method) SequentialDS (class in jboat.gm_ol.sequential_ds) SequentialHG (class in jboat.na_ol.sequential_hg) set_gradient_order() (jboat.utils.op_utils.DynamicalSystemRules static method) (jboat.utils.op_utils.HyperGradientRules static method)

set_track_trajectory() (jboat.boat_opt.Problem method) stop_grads() (in module jboat.utils.op_utils) stop_model_grad() (in module jboat.utils.op_utils)

T

tolerance (jboat.na_ol.cg.CG attribute)

U

update_grads() (in module jboat.utils.op_utils)

update_tensor_grads() (in module jboat.utils.op_utils)

V

validate_and_adjust_order() (in module jboat.gm_ol.sequential_ds) (in module jboat.na_ol.sequential_hg)

VFO (class in jboat.fo_ol.vfo) VSO (class in jboat.fo_ol.vso)