Module regularizers 

Structs

ActivityRegularization

Activity regularization

CutMix

CutMix augmentation

DropConnect

DropConnect regularizer

Dropout

Dropout regularization

ElasticNet

ElasticNet regularization

EntropyRegularization

Entropy regularization for probability distributions

FeatureDropout

Feature Dropout regularizer

GroupLasso

Group Lasso regularizer for structured sparsity

L1

L1 (Lasso) regularization

L2

L2 (Ridge) regularization

LabelSmoothing

Label Smoothing regularization

ManifoldRegularization

Manifold regularization

MixUp

MixUp augmentation

OrthogonalRegularization

Orthogonal regularization

ShakeDrop

ShakeDrop regularization

SpatialDropout

Spatial Dropout regularizer

SpectralNorm

Spectral normalization regularizer

StochasticDepth

Stochastic Depth regularization

StructuredSparsity

Structured sparsity regularizer

WeightStandardization

Weight Standardization

Enums

ActivityNorm

Different norms for Activity regularization

EntropyRegularizerType

Entropy regularization

SparsityPattern

Sparsity pattern for structured sparsity regularization

Traits

Regularizer

Trait for regularizers that can be applied to parameters and gradients