Index

_

__get_item__() (csl.datasets.Adult method) (csl.datasets.CIFAR10 method) (csl.datasets.COMPAS method) (csl.datasets.FMNIST method) (csl.datasets.UTK method) __init__() (csl.datasets.Adult method) (csl.datasets.CIFAR10 method) (csl.datasets.COMPAS method) (csl.datasets.FMNIST method) (csl.datasets.UTK method) (csl.PrimalThenDual method) (csl.SimultaneousPrimalDual method) (csl.solver_base.PrimalDualBase method) (csl.solver_base.SolverSettings method)

__len__() (csl.datasets.Adult method) (csl.datasets.CIFAR10 method) (csl.datasets.COMPAS method) (csl.datasets.FMNIST method) (csl.datasets.UTK method)

A

Adult (class in csl.datasets)

B

Binning (class in csl.datasets.utils)

C

categorical (csl.datasets.Adult attribute) (csl.datasets.COMPAS attribute) CIFAR10 (class in csl.datasets) classes (csl.datasets.CIFAR10 attribute) (csl.datasets.FMNIST attribute) COMPAS (class in csl.datasets)

ConstrainedLearningProblem (class in csl) csl module csl.datasets module csl.datasets.utils module

D

display() (csl.solver_base.SolverSettings method)

Drop (class in csl.datasets.utils) Dummify (class in csl.datasets.utils)

F

FMNIST (class in csl.datasets)

I

initialize() (csl.solver_base.SolverSettings method)

L

lagrangian() (csl.ConstrainedLearningProblem method)

M

MEAN (csl.datasets.CIFAR10 attribute) (csl.datasets.FMNIST attribute) (csl.datasets.UTK attribute)

module csl csl.datasets csl.datasets.utils

O

objective() (csl.ConstrainedLearningProblem method)

override() (csl.solver_base.SolverSettings method)

P

plot() (csl.solver_base.PrimalDualBase method) predict() (csl.PytorchModel method) primal_dual_update() (csl.solver_base.PrimalDualBase method)

PrimalDual (in module csl) PrimalDualBase (class in csl.solver_base) PrimalThenDual (class in csl) PytorchModel (class in csl)

Q

QuantileBinning (class in csl.datasets.utils)

R

RandomCrop (class in csl.datasets.utils) RandomFlip (class in csl.datasets.utils)

Recode (class in csl.datasets.utils) reset() (csl.solver_base.PrimalDualBase method)

S

SD (csl.datasets.CIFAR10 attribute) (csl.datasets.FMNIST attribute) (csl.datasets.UTK attribute)

SimultaneousPrimalDual (class in csl) slacks() (csl.ConstrainedLearningProblem method) solve() (csl.solver_base.PrimalDualBase method) SolverSettings (class in csl.solver_base)

T

ToTensor (class in csl.datasets.utils)

U

UTK (class in csl.datasets)

V

variables (csl.datasets.Adult attribute) (csl.datasets.COMPAS attribute)