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FrEIA v0.2 documentation

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  • Quickstart guide
  • Tutorial
  • Examples
  • FrEIA.framework package
  • FrEIA.modules package

Site Navigation

  • Quickstart guide
  • Tutorial
  • Examples
  • FrEIA.framework package
  • FrEIA.modules package

Section Navigation

  • Small fully-connected INNs
  • Convolutional INN with invertible downsampling
  • Bayes-flow
  • Invertible U-Net
  • Training: MNIST conditional normalizing flow
  • Training: CelebA normalizing flow
  • Examples

Examples#

Network architectures#

  • Small fully-connected INNs
    • Simple INN in 2 dimensions
    • Conditional INN for MNIST
  • Convolutional INN with invertible downsampling
  • Bayes-flow
  • Invertible U-Net

Full training loops#

  • Training: MNIST conditional normalizing flow
  • Training: CelebA normalizing flow

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Small fully-connected INNs

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