iUNets
latest
Introduction
iUNets - Fully invertible U-Nets in Pytorch
Tutorials
Tutorial 1: Training iUNets in Pytorch
Tutorial 2: Invertible Layers (Fixed Resolution)
Tutorial 3: Invertible Learnable Up- and Downsampling
Tutorial 4: Invertible Channel Mixing
Tutorial 5: Input Padding
API documentation
iunets package
iunets.layers module
iUNets
Docs
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Index
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Index
A
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B
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C
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D
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E
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F
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G
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H
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I
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K
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M
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N
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O
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P
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R
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S
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T
A
AdditiveCoupling (class in iunets.layers)
B
backward() (iunets.cayley.cayley static method)
(iunets.expm.expm static method)
C
cayley (class in iunets.cayley)
ConcatenateChannels (class in iunets.layers)
create_standard_module() (in module iunets.layers)
D
decode() (iunets.iUNet method)
(iunets.networks.iUNet method)
decoder_inverse() (iunets.iUNet method)
(iunets.networks.iUNet method)
E
encode() (iunets.iUNet method)
(iunets.networks.iUNet method)
encoder_inverse() (iunets.iUNet method)
(iunets.networks.iUNet method)
expm (class in iunets.expm)
eye_like() (in module iunets.utils)
F
forward() (iunets.baseline_networks.StandardUNet method)
(iunets.cayley.cayley static method)
(iunets.expm.expm static method)
(iunets.iUNet method)
(iunets.layers.AdditiveCoupling method)
(iunets.layers.ConcatenateChannels method)
(iunets.layers.InvertibleChannelMixing1D method)
(iunets.layers.InvertibleChannelMixing2D method)
(iunets.layers.InvertibleChannelMixing3D method)
(iunets.layers.InvertibleDownsampling1D method)
(iunets.layers.InvertibleDownsampling2D method)
(iunets.layers.InvertibleDownsampling3D method)
(iunets.layers.InvertibleUpsampling1D method)
(iunets.layers.InvertibleUpsampling2D method)
(iunets.layers.InvertibleUpsampling3D method)
(iunets.layers.SplitChannels method)
(iunets.layers.StandardBlock method)
(iunets.networks.iUNet method)
G
get_num_channels() (in module iunets.utils)
get_padding() (iunets.iUNet method)
(iunets.networks.iUNet method)
H
householder_matrix() (in module iunets.householder)
householder_transform() (in module iunets.householder)
I
inverse() (iunets.iUNet method)
(iunets.layers.AdditiveCoupling method)
(iunets.layers.ConcatenateChannels method)
(iunets.layers.InvertibleChannelMixing1D method)
(iunets.layers.InvertibleChannelMixing2D method)
(iunets.layers.InvertibleChannelMixing3D method)
(iunets.layers.InvertibleDownsampling1D method)
(iunets.layers.InvertibleDownsampling2D method)
(iunets.layers.InvertibleDownsampling3D method)
(iunets.layers.InvertibleUpsampling1D method)
(iunets.layers.InvertibleUpsampling2D method)
(iunets.layers.InvertibleUpsampling3D method)
(iunets.layers.SplitChannels method)
(iunets.networks.iUNet method)
InvertibleChannelMixing1D (class in iunets.layers)
InvertibleChannelMixing2D (class in iunets.layers)
InvertibleChannelMixing3D (class in iunets.layers)
InvertibleDownsampling1D (class in iunets.layers)
InvertibleDownsampling2D (class in iunets.layers)
InvertibleDownsampling3D (class in iunets.layers)
InvertibleUpsampling1D (class in iunets.layers)
InvertibleUpsampling2D (class in iunets.layers)
InvertibleUpsampling3D (class in iunets.layers)
iUNet (class in iunets)
(class in iunets.networks)
iunets
module
iunets.baseline_networks
module
iunets.cayley
module
iunets.expm
module
iunets.householder
module
iunets.layers
module
iunets.networks
module
iunets.utils
module
K
kernel() (iunets.layers.InvertibleChannelMixing1D property)
(iunets.layers.InvertibleChannelMixing2D property)
(iunets.layers.InvertibleChannelMixing3D property)
(iunets.layers.OrthogonalResamplingLayer property)
kernel_matrix() (iunets.layers.OrthogonalChannelMixing property)
(iunets.layers.OrthogonalResamplingLayer property)
kernel_matrix_transposed() (iunets.layers.OrthogonalChannelMixing property)
M
matrix_1_norm() (in module iunets.expm)
module
iunets
iunets.baseline_networks
iunets.cayley
iunets.expm
iunets.householder
iunets.layers
iunets.networks
iunets.utils
N
normalize_matrix_rows() (in module iunets.householder)
O
OrthogonalChannelMixing (class in iunets.layers)
OrthogonalResamplingLayer (class in iunets.layers)
P
pad() (iunets.iUNet method)
(iunets.networks.iUNet method)
print_iunet_layout() (in module iunets.utils)
print_layout() (iunets.iUNet method)
(iunets.networks.iUNet method)
R
revert_padding() (iunets.iUNet method)
(iunets.networks.iUNet method)
S
SplitChannels (class in iunets.layers)
StandardBlock (class in iunets.layers)
StandardUNet (class in iunets.baseline_networks)
T
training (iunets.baseline_networks.StandardUNet attribute)
(iunets.iUNet attribute)
(iunets.layers.AdditiveCoupling attribute)
(iunets.layers.ConcatenateChannels attribute)
(iunets.layers.InvertibleChannelMixing1D attribute)
(iunets.layers.InvertibleChannelMixing2D attribute)
(iunets.layers.InvertibleChannelMixing3D attribute)
(iunets.layers.InvertibleDownsampling1D attribute)
(iunets.layers.InvertibleDownsampling2D attribute)
(iunets.layers.InvertibleDownsampling3D attribute)
(iunets.layers.InvertibleUpsampling1D attribute)
(iunets.layers.InvertibleUpsampling2D attribute)
(iunets.layers.InvertibleUpsampling3D attribute)
(iunets.layers.OrthogonalChannelMixing attribute)
(iunets.layers.OrthogonalResamplingLayer attribute)
(iunets.layers.SplitChannels attribute)
(iunets.layers.StandardBlock attribute)
(iunets.networks.iUNet attribute)
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