deel-lip
v1.0.2
Contents:
Example and usage
Demo 1: Wasserstein distance estimation on toy example
Demo 2: HKR Classifier on toy dataset
Demo 3: HKR classifier on MNIST dataset
deel.lip package
deel.lip.activations module
deel.lip.callbacks module
deel.lip.constraints module
deel.lip.initializers module
deel.lip.layers module
deel.lip.losses module
deel.lip.model module
deel.lip.normalizers module
deel.lip.utils module
deel-lip
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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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K
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L
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M
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N
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O
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P
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S
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V
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W
A
AutoWeightClip (class in deel.lip.constraints)
B
bjorck_normalization() (in module deel.lip.normalizers)
BjorckInitializer (class in deel.lip.initializers)
BjorckNormalizer (class in deel.lip.constraints)
build() (deel.lip.activations.GroupSort method)
(deel.lip.activations.MaxMin method)
(deel.lip.layers.FrobeniusConv2D method)
(deel.lip.layers.FrobeniusDense method)
(deel.lip.layers.ScaledAveragePooling2D method)
(deel.lip.layers.ScaledGlobalAveragePooling2D method)
(deel.lip.layers.ScaledL2NormPooling2D method)
(deel.lip.layers.SpectralConv2D method)
(deel.lip.layers.SpectralDense method)
(deel.lip.model.Sequential method)
C
call() (deel.lip.activations.GroupSort method)
(deel.lip.activations.MaxMin method)
(deel.lip.layers.FrobeniusConv2D method)
(deel.lip.layers.FrobeniusDense method)
(deel.lip.layers.ScaledAveragePooling2D method)
(deel.lip.layers.ScaledGlobalAveragePooling2D method)
(deel.lip.layers.ScaledL2NormPooling2D method)
(deel.lip.layers.SpectralConv2D method)
(deel.lip.layers.SpectralDense method)
coef_lip (deel.lip.layers.LipschitzLayer attribute)
compute_output_shape() (deel.lip.activations.GroupSort method)
(deel.lip.activations.MaxMin method)
Condensable (class in deel.lip.layers)
condense() (deel.lip.layers.Condensable method)
(deel.lip.layers.FrobeniusConv2D method)
(deel.lip.layers.FrobeniusDense method)
(deel.lip.layers.SpectralConv2D method)
(deel.lip.layers.SpectralDense method)
(deel.lip.model.Model method)
(deel.lip.model.Sequential method)
CondenseCallback (class in deel.lip.callbacks)
D
deel.lip
module
deel.lip.activations
module
deel.lip.callbacks
module
deel.lip.constraints
module
deel.lip.initializers
module
deel.lip.layers
module
deel.lip.losses
module
deel.lip.model
module
deel.lip.normalizers
module
deel.lip.utils
module
E
evaluate_lip_const() (in module deel.lip.utils)
evaluate_lip_const_gen() (in module deel.lip.utils)
F
FrobeniusConv2D (class in deel.lip.layers)
FrobeniusDense (class in deel.lip.layers)
FrobeniusNormalizer (class in deel.lip.constraints)
FullSort (class in deel.lip.activations)
G
get_config() (deel.lip.activations.GroupSort method)
(deel.lip.activations.MaxMin method)
(deel.lip.callbacks.CondenseCallback method)
(deel.lip.callbacks.MonitorCallback method)
(deel.lip.constraints.AutoWeightClip method)
(deel.lip.constraints.BjorckNormalizer method)
(deel.lip.constraints.SpectralNormalizer method)
(deel.lip.constraints.WeightClip method)
(deel.lip.initializers.BjorckInitializer method)
(deel.lip.initializers.SpectralInitializer method)
(deel.lip.layers.FrobeniusConv2D method)
(deel.lip.layers.FrobeniusDense method)
(deel.lip.layers.ScaledAveragePooling2D method)
(deel.lip.layers.ScaledGlobalAveragePooling2D method)
(deel.lip.layers.ScaledL2NormPooling2D method)
(deel.lip.layers.SpectralConv2D method)
(deel.lip.layers.SpectralDense method)
(deel.lip.model.Sequential method)
GroupSort (class in deel.lip.activations)
GroupSort2 (class in deel.lip.activations)
H
hinge_margin_loss() (in module deel.lip.losses)
HKR_loss() (in module deel.lip.losses)
K
k_coef_lip (deel.lip.layers.LipschitzLayer attribute)
KR_loss() (in module deel.lip.losses)
L
LipschitzLayer (class in deel.lip.layers)
load_model() (in module deel.lip.utils)
M
MaxMin (class in deel.lip.activations)
Model (class in deel.lip.model)
model_from_json() (in module deel.lip.utils)
model_from_yaml() (in module deel.lip.utils)
module
deel.lip
deel.lip.activations
deel.lip.callbacks
deel.lip.constraints
deel.lip.initializers
deel.lip.layers
deel.lip.losses
deel.lip.model
deel.lip.normalizers
deel.lip.utils
MonitorCallback (class in deel.lip.callbacks)
N
neg_KR_loss() (in module deel.lip.losses)
O
on_epoch_end() (deel.lip.callbacks.CondenseCallback method)
(deel.lip.callbacks.MonitorCallback method)
on_train_batch_end() (deel.lip.callbacks.CondenseCallback method)
(deel.lip.callbacks.MonitorCallback method)
P
PReLUlip() (in module deel.lip.activations)
S
ScaledAveragePooling2D (class in deel.lip.layers)
ScaledGlobalAveragePooling2D (class in deel.lip.layers)
ScaledL2NormPooling2D (class in deel.lip.layers)
Sequential (class in deel.lip.model)
set_klip_factor() (deel.lip.layers.LipschitzLayer method)
(deel.lip.model.Sequential method)
spectral_normalization() (in module deel.lip.normalizers)
SpectralConv2D (class in deel.lip.layers)
SpectralDense (class in deel.lip.layers)
SpectralInitializer (class in deel.lip.initializers)
SpectralNormalizer (class in deel.lip.constraints)
V
vanilla_export() (deel.lip.layers.Condensable method)
(deel.lip.layers.FrobeniusConv2D method)
(deel.lip.layers.FrobeniusDense method)
(deel.lip.layers.SpectralConv2D method)
(deel.lip.layers.SpectralDense method)
(deel.lip.model.Model method)
(deel.lip.model.Sequential method)
vanillaModel() (in module deel.lip.model)
W
WeightClip (class in deel.lip.constraints)
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v: v1.0.2
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