deel-lip
stable
Contents:
Demo 0: 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
Demo 4: HKR multiclass and fooling
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.metrics module
deel.lip.model module
deel.lip.normalizers module
deel.lip.regularizers module
deel.lip.unconstrained_layers module
deel.lip.utils module
deel-lip
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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L
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M
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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
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V
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W
A
AutoWeightClipConstraint (class in deel.lip.constraints)
B
BinaryProvableAvgRobustness (class in deel.lip.metrics)
BinaryProvableRobustAccuracy (class in deel.lip.metrics)
bjorck_normalization() (in module deel.lip.normalizers)
build() (deel.lip.activations.GroupSort method)
(deel.lip.activations.Householder method)
(deel.lip.activations.MaxMin method)
(deel.lip.layers.FrobeniusConv2D method)
(deel.lip.layers.FrobeniusDense method)
(deel.lip.layers.InvertibleDownSampling method)
(deel.lip.layers.InvertibleUpSampling method)
(deel.lip.layers.ScaledAveragePooling2D method)
(deel.lip.layers.ScaledGlobalAveragePooling2D method)
(deel.lip.layers.ScaledGlobalL2NormPooling2D method)
(deel.lip.layers.ScaledL2NormPooling2D method)
(deel.lip.layers.SpectralConv2D method)
(deel.lip.layers.SpectralConv2DTranspose method)
(deel.lip.layers.SpectralDense method)
(deel.lip.model.Sequential method)
(deel.lip.unconstrained_layers.PadConv2D method)
C
call() (deel.lip.activations.GroupSort method)
(deel.lip.activations.Householder method)
(deel.lip.activations.MaxMin method)
(deel.lip.layers.FrobeniusConv2D method)
(deel.lip.layers.FrobeniusDense method)
(deel.lip.layers.InvertibleDownSampling method)
(deel.lip.layers.InvertibleUpSampling method)
(deel.lip.layers.ScaledAveragePooling2D method)
(deel.lip.layers.ScaledGlobalAveragePooling2D method)
(deel.lip.layers.ScaledGlobalL2NormPooling2D method)
(deel.lip.layers.ScaledL2NormPooling2D method)
(deel.lip.layers.SpectralConv2D method)
(deel.lip.layers.SpectralConv2DTranspose method)
(deel.lip.layers.SpectralDense method)
(deel.lip.losses.CategoricalHinge method)
(deel.lip.losses.HingeMargin method)
(deel.lip.losses.HKR method)
(deel.lip.losses.KR method)
(deel.lip.losses.MulticlassHinge method)
(deel.lip.losses.MulticlassHKR method)
(deel.lip.losses.MulticlassKR method)
(deel.lip.losses.MultiMargin method)
(deel.lip.losses.TauCategoricalCrossentropy method)
(deel.lip.metrics.BinaryProvableAvgRobustness method)
(deel.lip.metrics.BinaryProvableRobustAccuracy method)
(deel.lip.metrics.CategoricalProvableAvgRobustness method)
(deel.lip.metrics.CategoricalProvableRobustAccuracy method)
(deel.lip.unconstrained_layers.PadConv2D method)
CategoricalHinge (class in deel.lip.losses)
CategoricalProvableAvgRobustness (class in deel.lip.metrics)
CategoricalProvableRobustAccuracy (class in deel.lip.metrics)
coef_lip (deel.lip.layers.LipschitzLayer attribute)
compute_output_shape() (deel.lip.activations.GroupSort method)
(deel.lip.activations.MaxMin method)
(deel.lip.unconstrained_layers.PadConv2D method)
compute_padded_shape() (deel.lip.unconstrained_layers.PadConv2D 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.SpectralConv2DTranspose method)
(deel.lip.layers.SpectralDense method)
(deel.lip.model.Model method)
(deel.lip.model.Sequential method)
(deel.lip.unconstrained_layers.PadConv2D 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.metrics
module
deel.lip.model
module
deel.lip.normalizers
module
deel.lip.regularizers
module
deel.lip.unconstrained_layers
module
deel.lip.utils
module
E
evaluate_lip_const() (in module deel.lip.utils)
evaluate_lip_const_gen() (in module deel.lip.utils)
F
FrobeniusConstraint (class in deel.lip.constraints)
FrobeniusConv2D (class in deel.lip.layers)
FrobeniusDense (class in deel.lip.layers)
FullSort (class in deel.lip.activations)
G
get_config() (deel.lip.activations.GroupSort method)
(deel.lip.activations.Householder method)
(deel.lip.activations.MaxMin method)
(deel.lip.callbacks.CondenseCallback method)
(deel.lip.callbacks.LossParamLog method)
(deel.lip.callbacks.LossParamScheduler method)
(deel.lip.callbacks.MonitorCallback method)
(deel.lip.constraints.AutoWeightClipConstraint method)
(deel.lip.constraints.FrobeniusConstraint method)
(deel.lip.constraints.SpectralConstraint method)
(deel.lip.constraints.WeightClipConstraint method)
(deel.lip.initializers.SpectralInitializer method)
(deel.lip.layers.FrobeniusConv2D method)
(deel.lip.layers.FrobeniusDense method)
(deel.lip.layers.InvertibleDownSampling method)
(deel.lip.layers.InvertibleUpSampling method)
(deel.lip.layers.ScaledAveragePooling2D method)
(deel.lip.layers.ScaledGlobalAveragePooling2D method)
(deel.lip.layers.ScaledGlobalL2NormPooling2D method)
(deel.lip.layers.ScaledL2NormPooling2D method)
(deel.lip.layers.SpectralConv2D method)
(deel.lip.layers.SpectralConv2DTranspose method)
(deel.lip.layers.SpectralDense method)
(deel.lip.losses.CategoricalHinge method)
(deel.lip.losses.HingeMargin method)
(deel.lip.losses.HKR method)
(deel.lip.losses.KR method)
(deel.lip.losses.MulticlassHinge method)
(deel.lip.losses.MulticlassHKR method)
(deel.lip.losses.MulticlassKR method)
(deel.lip.losses.MultiMargin method)
(deel.lip.losses.TauCategoricalCrossentropy method)
(deel.lip.metrics.BinaryProvableAvgRobustness method)
(deel.lip.metrics.BinaryProvableRobustAccuracy method)
(deel.lip.metrics.CategoricalProvableAvgRobustness method)
(deel.lip.metrics.CategoricalProvableRobustAccuracy method)
(deel.lip.model.Sequential method)
(deel.lip.regularizers.LorthRegularizer method)
(deel.lip.regularizers.OrthDenseRegularizer method)
(deel.lip.unconstrained_layers.PadConv2D method)
GroupSort (class in deel.lip.activations)
GroupSort2 (class in deel.lip.activations)
H
hinge_margin() (in module deel.lip.losses)
HingeMargin (class in deel.lip.losses)
HKR (class in deel.lip.losses)
hkr() (deel.lip.losses.HKR method)
(deel.lip.losses.MulticlassHKR method)
Householder (class in deel.lip.activations)
I
InvertibleDownSampling (class in deel.lip.layers)
InvertibleUpSampling (class in deel.lip.layers)
K
k_coef_lip (deel.lip.layers.LipschitzLayer attribute)
KR (class in deel.lip.losses)
L
LipschitzLayer (class in deel.lip.layers)
LorthRegularizer (class in deel.lip.regularizers)
LossParamLog (class in deel.lip.callbacks)
LossParamScheduler (class in deel.lip.callbacks)
M
MaxMin (class in deel.lip.activations)
Model (class in deel.lip.model)
module
deel.lip
deel.lip.activations
deel.lip.callbacks
deel.lip.constraints
deel.lip.initializers
deel.lip.layers
deel.lip.losses
deel.lip.metrics
deel.lip.model
deel.lip.normalizers
deel.lip.regularizers
deel.lip.unconstrained_layers
deel.lip.utils
MonitorCallback (class in deel.lip.callbacks)
multiclass_hinge() (in module deel.lip.losses)
MulticlassHinge (class in deel.lip.losses)
MulticlassHKR (class in deel.lip.losses)
MulticlassKR (class in deel.lip.losses)
MultiMargin (class in deel.lip.losses)
O
on_epoch_end() (deel.lip.callbacks.CondenseCallback method)
(deel.lip.callbacks.LossParamLog method)
(deel.lip.callbacks.MonitorCallback method)
on_train_batch_begin() (deel.lip.callbacks.LossParamScheduler method)
on_train_batch_end() (deel.lip.callbacks.CondenseCallback method)
(deel.lip.callbacks.MonitorCallback method)
OrthDenseRegularizer (class in deel.lip.regularizers)
P
PadConv2D (class in deel.lip.unconstrained_layers)
PReLUlip() (in module deel.lip.activations)
process_labels_for_multi_gpu() (in module deel.lip.utils)
R
reshaped_kernel_orthogonalization() (in module deel.lip.normalizers)
S
ScaledAveragePooling2D (class in deel.lip.layers)
ScaledGlobalAveragePooling2D (class in deel.lip.layers)
ScaledGlobalL2NormPooling2D (class in deel.lip.layers)
ScaledL2NormPooling2D (class in deel.lip.layers)
Sequential (class in deel.lip.model)
set_kernel_shape() (deel.lip.regularizers.LorthRegularizer method)
set_klip_factor() (deel.lip.layers.LipschitzLayer method)
(deel.lip.model.Sequential method)
set_stop_grad_spectral() (in module deel.lip.normalizers)
set_swap_memory() (in module deel.lip.normalizers)
spectral_normalization() (in module deel.lip.normalizers)
SpectralConstraint (class in deel.lip.constraints)
SpectralConv2D (class in deel.lip.layers)
SpectralConv2DTranspose (class in deel.lip.layers)
SpectralDense (class in deel.lip.layers)
SpectralInitializer (class in deel.lip.initializers)
T
TauCategoricalCrossentropy (class in deel.lip.losses)
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.SpectralConv2DTranspose method)
(deel.lip.layers.SpectralDense method)
(deel.lip.model.Model method)
(deel.lip.model.Sequential method)
(deel.lip.unconstrained_layers.PadConv2D method)
vanillaModel() (in module deel.lip.model)
W
WeightClipConstraint (class in deel.lip.constraints)
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v: stable
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