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