README.md

PrivateKube Python Package

This package contains useful functions to interact with the system. It is used by the evaluation and by the system itself.

privatekube/experiments/: functions to run pipelines, including dataset objects that support different differential privacy semantics (Event, User-Time, User)
privatekube/kfp/: functions to interact with Kubeflow Pipelines and the privacy resource
privatekube/privacy/: functions related to differential privacy

Create a new virtual environment to interact with PrivateKube, for instance with:

conda create -n privatekube python=3.8

conda activate privatekube

Install the dependencies:

pip install -r privatekube/requirements.txt

Install the PrivateKube package:

pip install -e privatekube