Welcome to pysdg’s documentation!

Contents

• 1. About pysdg
  • 1.1. Core functionality
• 2. Installation
  • 2.1. Python
  • 2.2. R
• 3. Usage
  • 3.1. General setup
  • 3.2. Generating synthetic datasets in Python
  • 3.3. Generating synthetic datasets in R
• 4. Generators
  • 4.1. “replica/seq”
  • 4.2. “synthcity/bayesian_network”
  • 4.3. “synthcity/ctgan”
  • 4.4. “synthcity/tvae”
  • 4.5. “synthcity/rtvae”
  • 4.6. “synthcity/arf”
  • 4.7. “synthcity/nflow”
  • 4.8. “yandex/tabddpm”
  • 4.9. “amazon/tabsyn”
• 5. References
• 6. API reference
  • Generator
  • BayesianOptimizationRoutine

Extras

Extras

• Changelog