Skip to content

Investigating: A Unified Framework for Quantifying Privacy Risk in Synthetic Data according to the GDPR

Notifications You must be signed in to change notification settings

kshitij3188/Anonymeter

Repository files navigation

Investigating: Anonymeter

Setup and installation

Anonymeter requires Python 3.8.x, 3.9.x or 3.10.x installed. The simplest way to install Anonymeter is from PyPi. Simply run

pip install anonymeter

Local installation

To install Anonymeter locally, clone the repository:

git clone https://github.com/kshitij3188/Anonymeter.git anonymeter

and install the dependencies:

cd anonymeter  # if you are not there already
pip install . # Basic dependencies
pip install ".[notebooks]" # Dependencies to run example notebooks
pip install -e ".[notebooks,dev]" # Development setup

Getting started

To initiate the execution of commands for two distinct datasets, namely Bank Marketing and Student Performance, please refer to the example notebook located in the notebooks directory. To run this notebook you would need jupyter and some plotting libraries. This should be installed as part of the notebooks dependencies.

About

Investigating: A Unified Framework for Quantifying Privacy Risk in Synthetic Data according to the GDPR

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published