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SDV

SDV is the library which provides a user friendly interface to access all the different functionalities of The Synthetic Data Vault Project.

SDV is organized around the following concepts:

• Tabular Models
  • Tabular Modeling Overview
  • Implementing a Tabular Model
    • BaseTabularModel Arguments
    • _fit method
    • _sample method
• Constraints
  • Base Constraint
  • Implementing a Custom Constraint
• Metadata Schema
  • Top Level
  • Table
  • Field details
    • Datetime fields
    • Categorical fields (Data anonymization)
    • Primary key fields
    • Foreign key fields

The Synthetic Data Vault Tabular Models