Index

_

__annotations__ (FrEIA.modules.ActNorm attribute) (FrEIA.modules.AffineCouplingOneSided attribute) (FrEIA.modules.AllInOneBlock attribute) (FrEIA.modules.Concat attribute) (FrEIA.modules.ConditionalAffineTransform attribute) (FrEIA.modules.Fixed1x1Conv attribute) (FrEIA.modules.FixedLinearTransform attribute) (FrEIA.modules.Flatten attribute) (FrEIA.modules.GaussianMixtureModel attribute) (FrEIA.modules.GINCouplingBlock attribute) (FrEIA.modules.GLOWCouplingBlock attribute) (FrEIA.modules.HaarDownsampling attribute) (FrEIA.modules.HouseholderPerm attribute) (FrEIA.modules.InvAutoAct attribute) (FrEIA.modules.InvAutoActFixed attribute) (FrEIA.modules.InvAutoActTwoSided attribute) (FrEIA.modules.InvAutoConv2D attribute) (FrEIA.modules.InvAutoFC attribute) (FrEIA.modules.InvertibleModule attribute), [1] (FrEIA.modules.IResNetLayer attribute) (FrEIA.modules.IRevNetDownsampling attribute) (FrEIA.modules.IRevNetUpsampling attribute) (FrEIA.modules.LearnedElementwiseScaling attribute) (FrEIA.modules.NICECouplingBlock attribute) (FrEIA.modules.OrthogonalTransform attribute) (FrEIA.modules.PermuteRandom attribute) (FrEIA.modules.Reshape attribute) (FrEIA.modules.RNVPCouplingBlock attribute) (FrEIA.modules.Split attribute) __dict__ (FrEIA.framework.Node attribute) __init__() (FrEIA.framework.ConditionNode method) (FrEIA.framework.GraphINN method) (FrEIA.framework.InputNode method) (FrEIA.framework.Node method) (FrEIA.framework.OutputNode method) (FrEIA.framework.ReversibleGraphNet method) (FrEIA.framework.ReversibleSequential method) (FrEIA.framework.SequenceINN method) (FrEIA.modules.ActNorm method), [1] (FrEIA.modules.AffineCouplingOneSided method), [1] (FrEIA.modules.AllInOneBlock method), [1] (FrEIA.modules.Concat method), [1] (FrEIA.modules.ConditionalAffineTransform method), [1] (FrEIA.modules.Fixed1x1Conv method), [1] (FrEIA.modules.FixedLinearTransform method), [1] (FrEIA.modules.Flatten method), [1] (FrEIA.modules.GaussianMixtureModel method), [1] (FrEIA.modules.GINCouplingBlock method), [1] (FrEIA.modules.GLOWCouplingBlock method), [1] (FrEIA.modules.HaarDownsampling method), [1] (FrEIA.modules.HaarUpsampling method) (FrEIA.modules.HouseholderPerm method), [1] (FrEIA.modules.InvAutoAct method), [1] (FrEIA.modules.InvAutoActFixed method), [1] (FrEIA.modules.InvAutoActTwoSided method), [1] (FrEIA.modules.InvAutoConv2D method), [1] (FrEIA.modules.InvAutoFC method), [1] (FrEIA.modules.InvertibleModule method), [1], [2] (FrEIA.modules.IResNetLayer method), [1] (FrEIA.modules.IRevNetDownsampling method), [1] (FrEIA.modules.IRevNetUpsampling method), [1] (FrEIA.modules.LearnedElementwiseScaling method), [1] (FrEIA.modules.NICECouplingBlock method), [1] (FrEIA.modules.OrthogonalTransform method), [1] (FrEIA.modules.PermuteRandom method), [1] (FrEIA.modules.Reshape method), [1] (FrEIA.modules.RNVPCouplingBlock method), [1] (FrEIA.modules.Split method), [1]

__module__ (FrEIA.framework.ConditionNode attribute) (FrEIA.framework.GraphINN attribute) (FrEIA.framework.InputNode attribute) (FrEIA.framework.Node attribute) (FrEIA.framework.OutputNode attribute) (FrEIA.framework.ReversibleGraphNet attribute) (FrEIA.framework.ReversibleSequential attribute) (FrEIA.framework.SequenceINN attribute) (FrEIA.modules.ActNorm attribute), [1] (FrEIA.modules.AffineCouplingOneSided attribute), [1] (FrEIA.modules.AllInOneBlock attribute), [1] (FrEIA.modules.Concat attribute), [1] (FrEIA.modules.ConditionalAffineTransform attribute), [1] (FrEIA.modules.Fixed1x1Conv attribute), [1] (FrEIA.modules.FixedLinearTransform attribute), [1] (FrEIA.modules.Flatten attribute), [1] (FrEIA.modules.GaussianMixtureModel attribute), [1] (FrEIA.modules.GINCouplingBlock attribute), [1] (FrEIA.modules.GLOWCouplingBlock attribute), [1] (FrEIA.modules.HaarDownsampling attribute), [1] (FrEIA.modules.HaarUpsampling attribute) (FrEIA.modules.HouseholderPerm attribute), [1] (FrEIA.modules.InvAutoAct attribute), [1] (FrEIA.modules.InvAutoActFixed attribute), [1] (FrEIA.modules.InvAutoActTwoSided attribute), [1] (FrEIA.modules.InvAutoConv2D attribute), [1] (FrEIA.modules.InvAutoFC attribute), [1] (FrEIA.modules.InvertibleModule attribute), [1], [2] (FrEIA.modules.IResNetLayer attribute), [1] (FrEIA.modules.IRevNetDownsampling attribute), [1] (FrEIA.modules.IRevNetUpsampling attribute), [1] (FrEIA.modules.LearnedElementwiseScaling attribute), [1] (FrEIA.modules.NICECouplingBlock attribute), [1] (FrEIA.modules.OrthogonalTransform attribute), [1] (FrEIA.modules.PermuteRandom attribute), [1] (FrEIA.modules.Reshape attribute), [1] (FrEIA.modules.RNVPCouplingBlock attribute), [1] (FrEIA.modules.Split attribute), [1] __repr__() (FrEIA.framework.Node method) __str__() (FrEIA.framework.Node method) __weakref__ (FrEIA.framework.Node attribute)

A

ActNorm (class in FrEIA.modules), [1] AffineCouplingOneSided (class in FrEIA.modules), [1]

AllInOneBlock (class in FrEIA.modules), [1] append() (FrEIA.framework.SequenceINN method)

B

build_module() (FrEIA.framework.ConditionNode method) (FrEIA.framework.InputNode method) (FrEIA.framework.Node method) (FrEIA.framework.OutputNode method)

C

Concat (class in FrEIA.modules), [1] ConcatChannel (in module FrEIA.modules), [1]

ConditionalAffineTransform (class in FrEIA.modules), [1] ConditionNode (class in FrEIA.framework)

D

dim (FrEIA.modules.Concat attribute), [1] (FrEIA.modules.Split attribute), [1]

dims_in (FrEIA.modules.Concat attribute), [1] (FrEIA.modules.Split attribute), [1]

E

e() (FrEIA.modules.InvAutoActTwoSided method), [1] (FrEIA.modules.OrthogonalTransform method), [1]

F

Fixed1x1Conv (class in FrEIA.modules), [1] FixedLinearTransform (class in FrEIA.modules), [1] Flatten (class in FrEIA.modules), [1] forward() (FrEIA.framework.GraphINN method) (FrEIA.framework.ReversibleGraphNet method) (FrEIA.framework.SequenceINN method) (FrEIA.modules.ActNorm method), [1] (FrEIA.modules.AffineCouplingOneSided method), [1] (FrEIA.modules.AllInOneBlock method), [1] (FrEIA.modules.Concat method), [1] (FrEIA.modules.ConditionalAffineTransform method), [1] (FrEIA.modules.Fixed1x1Conv method), [1] (FrEIA.modules.FixedLinearTransform method), [1] (FrEIA.modules.Flatten method), [1] (FrEIA.modules.GaussianMixtureModel method), [1] (FrEIA.modules.HaarDownsampling method), [1] (FrEIA.modules.HaarUpsampling method) (FrEIA.modules.HouseholderPerm method), [1] (FrEIA.modules.InvAutoAct method), [1] (FrEIA.modules.InvAutoActFixed method), [1] (FrEIA.modules.InvAutoActTwoSided method), [1] (FrEIA.modules.InvAutoConv2D method), [1] (FrEIA.modules.InvAutoFC method), [1] (FrEIA.modules.InvertibleModule method), [1], [2] (FrEIA.modules.IResNetLayer method), [1] (FrEIA.modules.IRevNetDownsampling method), [1] (FrEIA.modules.IRevNetUpsampling method), [1] (FrEIA.modules.LearnedElementwiseScaling method), [1] (FrEIA.modules.OrthogonalTransform method), [1] (FrEIA.modules.PermuteRandom method), [1] (FrEIA.modules.Reshape method), [1] (FrEIA.modules.Split method), [1]

FrEIA module, [1] FrEIA.framework module FrEIA.modules module

G

GaussianMixtureModel (class in FrEIA.modules), [1] get_module_by_name() (FrEIA.framework.GraphINN method) get_node_by_name() (FrEIA.framework.GraphINN method)

GINCouplingBlock (class in FrEIA.modules), [1] GLOWCouplingBlock (class in FrEIA.modules), [1] GraphINN (class in FrEIA.framework)

H

HaarDownsampling (class in FrEIA.modules), [1]

HaarUpsampling (class in FrEIA.modules) HouseholderPerm (class in FrEIA.modules), [1]

I

initialize_with_data() (FrEIA.modules.ActNorm method), [1] InputNode (class in FrEIA.framework) InvAutoAct (class in FrEIA.modules), [1] InvAutoActFixed (class in FrEIA.modules), [1] InvAutoActTwoSided (class in FrEIA.modules), [1]

InvAutoConv2D (class in FrEIA.modules), [1] InvAutoFC (class in FrEIA.modules), [1] InvertibleModule (class in FrEIA.modules), [1], [2] IResNetLayer (class in FrEIA.modules), [1] IRevNetDownsampling (class in FrEIA.modules), [1] IRevNetUpsampling (class in FrEIA.modules), [1]

J

jacobian() (FrEIA.modules.InvertibleModule method), [1], [2]

L

LearnedElementwiseScaling (class in FrEIA.modules), [1] lipschitz_correction() (FrEIA.modules.IResNetLayer method), [1]

log_e() (FrEIA.modules.InvAutoActTwoSided method), [1] (FrEIA.modules.OrthogonalTransform method), [1] log_jacobian_numerical() (FrEIA.framework.GraphINN method)

M

module FrEIA, [1] FrEIA.framework FrEIA.modules

N

n_sections (FrEIA.modules.Split attribute), [1] NICECouplingBlock (class in FrEIA.modules), [1] nll_loss() (FrEIA.modules.GaussianMixtureModel static method), [1]

nll_upper_bound() (FrEIA.modules.GaussianMixtureModel static method), [1] Node (class in FrEIA.framework) normalize_weights() (FrEIA.modules.GaussianMixtureModel static method), [1]

O

OrthogonalTransform (class in FrEIA.modules), [1] output_dims() (FrEIA.framework.GraphINN method) (FrEIA.framework.SequenceINN method) (FrEIA.modules.ActNorm method), [1] (FrEIA.modules.AllInOneBlock method), [1] (FrEIA.modules.Concat method), [1] (FrEIA.modules.Fixed1x1Conv method), [1] (FrEIA.modules.FixedLinearTransform method), [1] (FrEIA.modules.Flatten method), [1] (FrEIA.modules.GaussianMixtureModel method), [1] (FrEIA.modules.HaarDownsampling method), [1] (FrEIA.modules.HaarUpsampling method) (FrEIA.modules.HouseholderPerm method), [1] (FrEIA.modules.InvAutoAct method), [1] (FrEIA.modules.InvAutoActFixed method), [1] (FrEIA.modules.InvAutoActTwoSided method), [1] (FrEIA.modules.InvAutoConv2D method), [1] (FrEIA.modules.InvAutoFC method), [1] (FrEIA.modules.InvertibleModule method), [1], [2] (FrEIA.modules.IResNetLayer method), [1] (FrEIA.modules.IRevNetDownsampling method), [1] (FrEIA.modules.IRevNetUpsampling method), [1] (FrEIA.modules.LearnedElementwiseScaling method), [1] (FrEIA.modules.OrthogonalTransform method), [1] (FrEIA.modules.PermuteRandom method), [1] (FrEIA.modules.Reshape method), [1] (FrEIA.modules.Split method), [1]

OutputNode (class in FrEIA.framework) outputs (FrEIA.framework.OutputNode attribute)

P

parse_inputs() (FrEIA.framework.Node method)

PermuteRandom (class in FrEIA.modules), [1] pick_mixture_component() (FrEIA.modules.GaussianMixtureModel static method), [1]

R

Reshape (class in FrEIA.modules), [1] ReversibleGraphNet (class in FrEIA.framework)

ReversibleSequential (class in FrEIA.framework) RNVPCouplingBlock (class in FrEIA.modules), [1]

S

section_sizes (FrEIA.modules.Split attribute), [1] SequenceINN (class in FrEIA.framework)

Split (class in FrEIA.modules), [1] SplitChannel (in module FrEIA.modules), [1]

T

training (FrEIA.framework.GraphINN attribute) (FrEIA.framework.ReversibleGraphNet attribute) (FrEIA.framework.ReversibleSequential attribute) (FrEIA.framework.SequenceINN attribute) (FrEIA.modules.ActNorm attribute), [1] (FrEIA.modules.AffineCouplingOneSided attribute), [1] (FrEIA.modules.AllInOneBlock attribute), [1] (FrEIA.modules.Concat attribute), [1] (FrEIA.modules.ConditionalAffineTransform attribute), [1] (FrEIA.modules.Fixed1x1Conv attribute), [1] (FrEIA.modules.FixedLinearTransform attribute), [1] (FrEIA.modules.Flatten attribute), [1] (FrEIA.modules.GaussianMixtureModel attribute), [1] (FrEIA.modules.GINCouplingBlock attribute), [1] (FrEIA.modules.GLOWCouplingBlock attribute), [1] (FrEIA.modules.HaarDownsampling attribute), [1] (FrEIA.modules.HaarUpsampling attribute) (FrEIA.modules.HouseholderPerm attribute), [1] (FrEIA.modules.InvAutoAct attribute), [1] (FrEIA.modules.InvAutoActFixed attribute), [1] (FrEIA.modules.InvAutoActTwoSided attribute), [1] (FrEIA.modules.InvAutoConv2D attribute), [1] (FrEIA.modules.InvAutoFC attribute), [1] (FrEIA.modules.InvertibleModule attribute), [1], [2] (FrEIA.modules.IResNetLayer attribute), [1] (FrEIA.modules.IRevNetDownsampling attribute), [1] (FrEIA.modules.IRevNetUpsampling attribute), [1] (FrEIA.modules.LearnedElementwiseScaling attribute), [1] (FrEIA.modules.NICECouplingBlock attribute), [1] (FrEIA.modules.OrthogonalTransform attribute), [1] (FrEIA.modules.PermuteRandom attribute), [1] (FrEIA.modules.Reshape attribute), [1] (FrEIA.modules.RNVPCouplingBlock attribute), [1] (FrEIA.modules.Split attribute), [1]