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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
    • Tabular Preset
    • GaussianCopula Model
    • CTGAN Model
    • CopulaGAN Model
    • TVAE Model
  • Constraints
    • Inputting Business Logic Using Constraints
    • Custom Constraints
• Relational Data
  • Data Description
    • Relational Metadata
  • Models
    • HMA1 Class
  • Constraints
• Timeseries Data
  • Models
    • PAR Model
• Synthetic Data Evaluation
  • Evaluation Framework
    • Required Information
    • Computing an overall score
    • How was the obtained score computed?
    • Can I apply different metrics?
  • Synthetic Data Metrics
• Benchmarking Framework
  • Installing SDGym
    • Install with pip
    • Install with conda
    • Install from source
    • Install for development
    • Compile C++ dependencies
    • Run with Docker
  • Running on Docker
    • Basic Usage
    • Advanced Usage
  • 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