https://github.com/ayushsiloiya619/synthetic_data_vault

SDV
https://github.com/ayushsiloiya619/synthetic_data_vault

sdv synthetic-data synthetic-dataset-generation

Last synced: 3 months ago
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SDV

• Host: GitHub
• URL: https://github.com/ayushsiloiya619/synthetic_data_vault
• Owner: ayushsiloiya619
• Created: 2024-04-29T05:37:15.000Z (about 1 year ago)
• Default Branch: main
• Last Pushed: 2024-05-08T05:56:06.000Z (about 1 year ago)
• Last Synced: 2025-01-28T19:16:33.112Z (5 months ago)
• Topics: sdv, synthetic-data, synthetic-dataset-generation
• Language: Jupyter Notebook
• Homepage:
• Size: 1.03 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# SDV

## Overview

The Synthetic Data Vault (SDV) is a Python library designed to be your one-stop shop for creating tabular synthetic data. It is available to the public under the Business Source License. Additional plans are also available.

## Highlights

- **SINGLE TABLE DATA** - GaussianCopulaSynthesizer , CTGANSynthesizer , TVAESynthesizer.

- **MULTI TABLE DATA** - DayZSynthesizer , HMASynthesizer, HSASynthesizer.

- **SEQUENTIAL DATA**

## Tools Used

- Python

- Pandas

- NumPy

- Jupyter Notebooks

- Google Colab