Links

Demos

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

Quickstart

Is this your first time exploring the SDV library? Get started with synthetic data using the demo below.
Create and evaluate synthetic data quickly for a single table

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.
A fast, customizable and transparent way to synthesize data.
A GAN-based approach to creating synthetic data with high fidelity.
A neural network-based approach to creating synthetic data.
Synthesize data across multiple, connected tables in a database.
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!
Improve your synthesizer by customizing the data processing workflow.
Improve the quality of synthetic data by inputting business rules and logical constraints.
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