torchgan
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torchgan.layers
Residual Blocks
ResidualBlock2d
ResidualBlockTranspose2d
Densenet Blocks
BasicBlock2d
BottleneckBlock2d
TransitionBlock2d
TransitionBlockTranspose2d
DenseBlock2d
Self Attention
SelfAttention2d
Spectral Normalization
SpectralNorm2d
Minibatch Discrimination
MinibatchDiscrimination1d
Virtual Batch Normalization
VirtualBatchNorm
torchgan.logging
Backends
Logger
Visualization
Visualize
LossVisualize
GradientVisualize
MetricVisualize
ImageVisualize
torchgan.losses
Loss
GeneratorLoss
DiscriminatorLoss
Least Squares Loss
LeastSquaresGeneratorLoss
LeastSquaresDiscriminatorLoss
Minimax Loss
MinimaxGeneratorLoss
MinimaxDiscriminatorLoss
Boundary Equilibrium Loss
BoundaryEquilibriumGeneratorLoss
BoundaryEquilibriumDiscriminatorLoss
Energy Based Loss
EnergyBasedGeneratorLoss
EnergyBasedDiscriminatorLoss
EnergyBasedPullingAwayTerm
Wasserstein Loss
WassersteinGeneratorLoss
WassersteinDiscriminatorLoss
WassersteinGradientPenalty
Mutual Information Penalty
Dragan Loss
DraganGradientPenalty
Auxillary Classifier Loss
AuxiliaryClassifierGeneratorLoss
AuxiliaryClassifierDiscriminatorLoss
Feature Matching Loss
FeatureMatchingGeneratorLoss
Historical Averaging
HistoricalAverageGeneratorLoss
HistoricalAverageDiscriminatorLoss
torchgan.metrics
Metric
EvaluationMetric
Classifier Score
torchgan.models
GAN
Generator
Discriminator
Deep Convolutional GAN
DCGANGenerator
DCGANDiscriminator
Conditional GAN
ConditionalGANGenerator
ConditionalGANDiscriminator
InfoGAN
InfoGANGenerator
InfoGANDiscriminator
AutoEncoders
AutoEncodingGenerator
AutoEncodingDiscriminator
Auxiliary Classifier GAN
ACGANGenerator
ACGANDiscriminator
torchgan.trainer
Trainer
torchgan
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