ayushsiloiya619 / Synthetic_Data_Vault

SDV

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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

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SDV


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