GANPDFs documentation

ganpdfs is a python package for Monte Carlo (MC) replicas generation based on Generative Adversarial Networks (GANs).

GANs for PDFs

• What are GANs?
• Why the need of GANs for PDFs?
• Discriminator Training
• Generator Training
• Hyperoptimization
  • Fréchet Inception Distance (FID)
  • Optimization Algorithm: TPE
• References

How To

• How to use the code
• How to generate PDF grid

Modules

• ganpdfs
  • ganpdfs package

Indices and tables

• Index

• Module Index

• Search Page