Demos

This page contains links to some live demos that showcase the functionality in the SDV library.

Is this your first time exploring the SDV library? We recommend getting started with the Gaussian Copula tutorial.

Tutorials

The SDV ecosystem is designed to be your one-stop-shop for creating and evaluating synthetic data. Explore the features using the tutorials below.

Synthesize a Table (Gaussian Copula) ↗

A fast, customizable and transparent way to synthesize data.

Synthesize a Table (CTGAN) ↗

A GAN-based approach to creating synthetic data with high fidelity.

Synthesize Sequences (PAR) ↗

A neural network-based approach to creating synthetic data.

Synthesize Multi Tables (HMA) ↗

Synthesize data across multiple, connected tables in a database.

Use Your Own Data ↗

Prepare your own data for the SDV: Load your raw data and write a metadata description

Customizations

Control the full workflow when preprocessing data, anonymizing sensitive values, adding constraints and more!

Custom Processing & Anonymization ↗

Improve your synthesizer by customizing the data processing workflow.

Adding Constraints ↗

Improve the quality of synthetic data by inputting business rules and logical constraints.