Skip to content
/ Syndp Public

Synthetic Data Generation method leveraging Differential Privacy with variety of mechanism. This package also presents metrics for calculating simmilarity and privacy risks

License

Notifications You must be signed in to change notification settings

memy85/Syndp

Repository files navigation

Syndp

Synthetic Data Generation method leveraging Differential Privacy with variety of mechanisms. This package also presents metrics for calculating simmilarity and privacy risks


  • Author : Won Seok Jang

This is a package that anyone can use for synthesizing new data. This pacakage leverages local differential privacy and other techniques.

How to Download

  • prerequisites : please install pandas, numpy, sklearn before you use syndp. After installing the package please install as below.
pip install syndp

About

Synthetic Data Generation method leveraging Differential Privacy with variety of mechanism. This package also presents metrics for calculating simmilarity and privacy risks

Resources

License

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published