Index

_

__call__() (torchjd.aggregation.Aggregator method) (torchjd.aggregation.AlignedMTL method) (torchjd.aggregation.AlignedMTLWeighting method) (torchjd.aggregation.CAGrad method) (torchjd.aggregation.CAGradWeighting method) (torchjd.aggregation.ConFIG method) (torchjd.aggregation.Constant method) (torchjd.aggregation.ConstantWeighting method) (torchjd.aggregation.CRMOGMWeighting method) (torchjd.aggregation.DualProj method) (torchjd.aggregation.DualProjWeighting method) (torchjd.aggregation.FairGrad method) (torchjd.aggregation.FairGradWeighting method) (torchjd.aggregation.GradDrop method) (torchjd.aggregation.GradVac method) (torchjd.aggregation.GradVacWeighting method) (torchjd.aggregation.GramianWeightedAggregator method) (torchjd.aggregation.IMTLG method) (torchjd.aggregation.IMTLGWeighting method) (torchjd.aggregation.Krum method) (torchjd.aggregation.KrumWeighting method) (torchjd.aggregation.Mean method) (torchjd.aggregation.MeanWeighting method) (torchjd.aggregation.MGDA method) (torchjd.aggregation.MGDAWeighting method) (torchjd.aggregation.NashMTL method) (torchjd.aggregation.PCGrad method) (torchjd.aggregation.PCGradWeighting method) (torchjd.aggregation.Random method) (torchjd.aggregation.RandomWeighting method) (torchjd.aggregation.Sum method) (torchjd.aggregation.SumWeighting method) (torchjd.aggregation.TrimmedMean method) (torchjd.aggregation.UPGrad method) (torchjd.aggregation.UPGradWeighting method) (torchjd.aggregation.WeightedAggregator method) (torchjd.aggregation.Weighting method) (torchjd.linalg.DualConeProjector method) (torchjd.scalarization.Constant method) (torchjd.scalarization.Mean method) (torchjd.scalarization.Random method) (torchjd.scalarization.Scalarizer method) (torchjd.scalarization.Sum method)

A

Aggregator (class in torchjd.aggregation)

AlignedMTL (class in torchjd.aggregation) AlignedMTLWeighting (class in torchjd.aggregation)

B

backward() (in module torchjd.autojac)

C

CAGrad (class in torchjd.aggregation) CAGradWeighting (class in torchjd.aggregation) compute_gramian() (torchjd.autogram.Engine method) ConFIG (class in torchjd.aggregation)

Constant (class in torchjd.aggregation) (class in torchjd.scalarization) ConstantWeighting (class in torchjd.aggregation) CRMOGMWeighting (class in torchjd.aggregation)

D

DualConeProjector (class in torchjd.linalg)

DualProj (class in torchjd.aggregation) DualProjWeighting (class in torchjd.aggregation)

E

Engine (class in torchjd.autogram)

F

FairGrad (class in torchjd.aggregation)

FairGradWeighting (class in torchjd.aggregation)

G

GradDrop (class in torchjd.aggregation) GradVac (class in torchjd.aggregation)

GradVacWeighting (class in torchjd.aggregation) GramianWeightedAggregator (class in torchjd.aggregation)

I

IMTLG (class in torchjd.aggregation)

IMTLGWeighting (class in torchjd.aggregation)

J

jac() (in module torchjd.autojac)

jac_to_grad() (in module torchjd.autojac)

K

Krum (class in torchjd.aggregation)

KrumWeighting (class in torchjd.aggregation)

M

Matrix (class in torchjd.linalg) Mean (class in torchjd.aggregation) (class in torchjd.scalarization) MeanWeighting (class in torchjd.aggregation) MGDA (class in torchjd.aggregation) MGDAWeighting (class in torchjd.aggregation)

module torchjd.aggregation torchjd.autogram torchjd.autojac torchjd.linalg torchjd.scalarization mtl_backward() (in module torchjd.autojac)

N

NashMTL (class in torchjd.aggregation)

P

PCGrad (class in torchjd.aggregation)

PCGradWeighting (class in torchjd.aggregation) PSDMatrix (class in torchjd.linalg)

Q

QuadprogProjector (class in torchjd.linalg)

R

Random (class in torchjd.aggregation) (class in torchjd.scalarization) RandomWeighting (class in torchjd.aggregation) reset() (torchjd.aggregation.CRMOGMWeighting method) (torchjd.aggregation.GradVac method) (torchjd.aggregation.GradVacWeighting method) (torchjd.aggregation.NashMTL method) (torchjd.aggregation.Stateful method)

S

Scalarizer (class in torchjd.scalarization) Stateful (class in torchjd.aggregation)

Sum (class in torchjd.aggregation) (class in torchjd.scalarization) SumWeighting (class in torchjd.aggregation)

T

torchjd.aggregation module torchjd.autogram module torchjd.autojac module

torchjd.linalg module torchjd.scalarization module TrimmedMean (class in torchjd.aggregation)

U

UPGrad (class in torchjd.aggregation)

UPGradWeighting (class in torchjd.aggregation)

W

WeightedAggregator (class in torchjd.aggregation)

Weighting (class in torchjd.aggregation)