User Guides

The User Guides section covers different topics about SDV usage for different types of data:

• Single Table Data
  • Data Description
    • Table Metadata
  • Models
    • GaussianCopula Model
    • CTGAN Model
    • CopulaGAN Model
    • TVAE Model
  • Handling Constraints
    • Load a Tabular Demo
    • How does SDV Handle Constraints?
    • Defining Constraints
    • Using the Constraints
• Relational Data
  • Data Description
    • Relational Metadata
  • Models
    • HMA1 Class
• Timeseries Data
  • Models
    • PAR Model
• Synthetic Data Evaluation
  • Evaluation Framework
    • Using the SDV Evaluation Framework
  • Synthetic Data Metrics
    • Single Table Metrics
    • Multi Table Metrics
    • Time Series Metrics
• Benchmarking Framework
  • Installing SDGym
    • Install with pip
    • Install with conda
    • Install from source
    • Install for development
    • Compile C++ dependencies
  • Synthesizer functions
    • SDGym Synthesizers
  • SDGym Datasets
    • Dataset Format
    • Using the datasets
    • Getting the list of all the datasets
    • How to add your own dataset to SDGym?
  • Running SDGym
    • Arguments for the sdgym.run function

Quickstart Single Table Data