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dmme 0.5.2 documentation
dmme 0.5.2 documentation

PAPERS:

  • DDPM
  • DDIM

API REFERENCE:

  • dmme
  • dmme.lit_modules
    • LitDDPM
    • LitDDIM
    • LitIDDPM
  • dmme.diffusion_models
    • DDPM
    • DDIM
    • IDDPM
  • dmme.equations
    • dmme.equations.ddpm
    • dmme.equations.ddim
    • dmme.equations.iddpm
  • dmme.models
    • U-Net from Denoising Diffusion Probabilistic Models
    • Improved U-Net from Improved Denoising Diffusion Models
  • dmme.datasets
    • LSUN
  • dmme.data_modules
    • DataModule
    • CIFAR10
    • LSUN
  • dmme.callbacks
    • EMA
    • GenerateImage
  • dmme.trainer
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dmme.models#

  • U-Net from Denoising Diffusion Probabilistic Models
    • UNet
    • SinusoidalPositionEmbeddings
    • ResBlock
    • DownSample()
    • UpSample
    • Attention
  • Improved U-Net from Improved Denoising Diffusion Models
    • UNet
    • ResBlock
    • MultiHeadAttention
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U-Net from Denoising Diffusion Probabilistic Models
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dmme.equations.iddpm
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