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Guides

  • Introduction
    • Installation
    • Quick Start
    • Visualizations
  • Tutorial
    • Introduction
    • Self-supervised GAN
    • Implementing Models
      • Discriminator
      • Generator
    • Training
    • Evaluation
    • Final Code
    • Conclusion
  • Baselines

API Reference

  • torch_mimicry.nets
    • torch_mimicry.nets.basemodel
    • torch_mimicry.nets.gan
      • Base Unconditional GAN
      • Base Conditional GAN
    • torch_mimicry.nets.dcgan
      • DCGAN CIFAR
      • DCGAN 32
      • DCGAN 48
      • DCGAN 64
      • DCGAN 128
      • DCGAN Base
    • torch_mimicry.nets.wgan_gp
      • WGAN-GP 32
      • WGAN-GP 48
      • WGAN-GP 64
      • WGAN-GP 128
      • WGAN-GP Base
    • torch_mimicry.nets.sngan
      • SNGAN 32
      • SNGAN 48
      • SNGAN 64
      • SNGAN 128
      • SNGAN Base
    • torch_mimicry.nets.cgan_pd
      • CGAN-PD 32
      • CGAN-PD 128
      • CGAN-PD Base
    • torch_mimicry.nets.ssgan
      • SSGAN 32
      • SSGAN 48
      • SSGAN 64
      • SSGAN 128
      • SSGAN Base
    • torch_mimicry.nets.infomax_gan
      • InfoMax-GAN 32
      • InfoMax-GAN 48
      • InfoMax-GAN 64
      • InfoMax-GAN 128
      • InfoMax-GAN Base
  • torch_mimicry.modules
    • Layers
    • Residual Blocks
    • Losses
  • torch_mimicry.training
    • Trainer
    • Logger
    • MetricLog
    • Scheduler
  • torch_mimicry.metrics
    • FID
    • KID
    • Inception Score
    • Metrics
  • torch_mimicry.datasets
    • Dataset Loaders
    • Image Loaders
  • torch_mimicry.utils
    • Common Utilities
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