A Python Package to Generate Synthetic Data: SDV – Example with Gaussian Copula

A Python Package to Generate Synthetic Data: SDV – Example with Gaussian Copula

Creating synthetic data is becoming more and more important due to privacy issues or many other reasons. Synthetic data are expected to de-identify individuals while preserving the distributional properties of the data. I am going to introduce a Python package: SDV. SDV package includes various methods to generate synthetic data such as copulas and deep…