Getting Started
User Guides
API Reference
Developer Guides
Release Notes
Single Table Data
Relational Data
Timeseries Data
Synthetic Data Evaluation
Benchmarking Framework
User Guides
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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