Tutorial

We provide tutorials and notebooks for typical Torchflows use cases.

• Mathematical background
  • What is a normalizing flow
• Basic usage
• Event shapes
• Image modeling
  • Basic multiscale architectures
  • Glow-style multiscale architectures
• Choosing a base distribution
  • Nontrivial event shapes
• Using CUDA
• Modifying normalizing flow architectures
  • Passing hyperparameters to existing architecture constructors
  • Composing existing bijections with custom hyperparameters
  • Composing NF architectures