torchgan
stable

GETTING STARTED

  • Installation
    • Pip Installation
    • Conda Installation
    • Install from Source
  • Supporting and Citing
  • Dependencies
    • Mandatory Dependencies
    • Optional Dependencies
  • Philosophy
  • Contributing
    • Contribution Guidelines
    • Contributors
  • Starter Example
  • License

API DOCUMENTATION

  • 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
    • Vanilla 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
    • Base Trainer
    • Trainer
    • Parallel Trainer
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© Copyright 2018-2020, Avik Pal & Aniket Das Revision e1770578.

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