> For the complete documentation index, see [llms.txt](https://docs.sdv.dev/sdv/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.sdv.dev/sdv/~/changes/T3ZD1DOoRUEqkmrAGBZp/demos.md).

# 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.

<table data-view="cards"><thead><tr><th></th><th></th><th data-hidden data-card-target data-type="content-ref"></th></tr></thead><tbody><tr><td><a href="https://colab.research.google.com/drive/1F3WWduNjcX4oKck6XkjlwZ9zIsWlTGEM?usp=sharing"><strong>Quickstart Demo!</strong></a> ↗</td><td>Create and evaluate synthetic data quickly for a single table </td><td><a href="https://colab.research.google.com/drive/1F3WWduNjcX4oKck6XkjlwZ9zIsWlTGEM?usp=sharing">https://colab.research.google.com/drive/1F3WWduNjcX4oKck6XkjlwZ9zIsWlTGEM?usp=sharing</a></td></tr></tbody></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.

<table data-view="cards"><thead><tr><th></th><th></th><th data-hidden data-card-target data-type="content-ref"></th><th data-hidden data-card-cover data-type="files"></th></tr></thead><tbody><tr><td><a href="https://colab.research.google.com/drive/1MCTkTj9-93Ei-cLDQoj9AXaqPhpue7a3?usp=sharing"><strong>Synthesize a Table (Gaussian Copula)</strong></a> ↗</td><td>A fast, customizable and transparent way to synthesize data.</td><td><a href="https://colab.research.google.com/drive/1MCTkTj9-93Ei-cLDQoj9AXaqPhpue7a3?usp=sharing">https://colab.research.google.com/drive/1MCTkTj9-93Ei-cLDQoj9AXaqPhpue7a3?usp=sharing</a></td><td></td></tr><tr><td><a href="https://colab.research.google.com/drive/15iom9fO8j_gHg4-NlGkzWF5thMWStXwv?usp=sharing"><strong>Synthesize a Table (CTGAN)</strong></a> ↗</td><td>A GAN-based approach to creating synthetic data with high fidelity.</td><td><a href="https://colab.research.google.com/drive/15iom9fO8j_gHg4-NlGkzWF5thMWStXwv?usp=sharing">https://colab.research.google.com/drive/15iom9fO8j_gHg4-NlGkzWF5thMWStXwv?usp=sharing</a></td><td></td></tr><tr><td><a href="https://colab.research.google.com/drive/1YLk2uwn8yrSRPy0soEeJwu8Hdk_tGTlE?usp=sharing"><strong>Synthesize Sequences (PAR)</strong></a> ↗</td><td>A neural network-based approach to creating synthetic data.</td><td><a href="https://colab.research.google.com/drive/1YLk2uwn8yrSRPy0soEeJwu8Hdk_tGTlE?usp=sharing">https://colab.research.google.com/drive/1YLk2uwn8yrSRPy0soEeJwu8Hdk_tGTlE?usp=sharing</a></td><td></td></tr><tr><td><a href="https://colab.research.google.com/drive/1L6i-JhJK9ROG-KFcyzT9G-8FC3L8y8Lc?usp=sharing"><strong>Synthesize Multi Tables (HMA)</strong></a> ↗</td><td>Synthesize data across multiple, connected tables in a database.</td><td><a href="https://colab.research.google.com/drive/1L6i-JhJK9ROG-KFcyzT9G-8FC3L8y8Lc?usp=sharing">https://colab.research.google.com/drive/1L6i-JhJK9ROG-KFcyzT9G-8FC3L8y8Lc?usp=sharing</a></td><td></td></tr><tr><td><a href="https://colab.research.google.com/drive/1DlUlHNohxBhxN6GA5C_C4Fd9wx5AR11Y?usp=sharing"><strong>Use Your Own Data</strong></a> ↗</td><td>Prepare your own data for the SDV:  Load your raw data and write a metadata description</td><td><a href="https://colab.research.google.com/drive/1DlUlHNohxBhxN6GA5C_C4Fd9wx5AR11Y?usp=sharing">https://colab.research.google.com/drive/1DlUlHNohxBhxN6GA5C_C4Fd9wx5AR11Y?usp=sharing</a></td><td></td></tr></tbody></table>

### Customizations

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

<table data-view="cards"><thead><tr><th></th><th></th><th data-hidden data-card-target data-type="content-ref"></th></tr></thead><tbody><tr><td><a href="https://colab.research.google.com/drive/1Z9Rff5G3eDI-LEc1LXiew9E3hF5Ob-on?usp=sharing"><strong>Custom Processing &#x26; Anonymization</strong></a> ↗</td><td>Improve your synthesizer by customizing the data processing workflow.</td><td><a href="https://colab.research.google.com/drive/1Z9Rff5G3eDI-LEc1LXiew9E3hF5Ob-on?usp=sharing">https://colab.research.google.com/drive/1Z9Rff5G3eDI-LEc1LXiew9E3hF5Ob-on?usp=sharing</a></td></tr><tr><td><a href="https://colab.research.google.com/drive/1TWGOkHJBNVw8f69Bgdlj8lnjNhh1d07x?usp=sharing"><strong>Adding Constraints</strong></a> ↗</td><td>Improve the quality of synthetic data by inputting business rules and logical constraints.</td><td><a href="https://colab.research.google.com/drive/1TWGOkHJBNVw8f69Bgdlj8lnjNhh1d07x?usp=sharing">https://colab.research.google.com/drive/1TWGOkHJBNVw8f69Bgdlj8lnjNhh1d07x?usp=sharing</a></td></tr></tbody></table>


---

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