Tumult Core is a programming framework for implementing differentially private algorithms.
The design of Tumult Core is based on the design proposed in the OpenDP White Paper, and can automatically verify the privacy properties of algorithms constructed from Tumult Core components. Tumult Core is scalable, includes a wide variety of components, and supports multiple privacy definitions.
See the installation instructions in the documentation for information about setting up prerequisites such as Spark and Java.
Once the prerequisites are installed, you can install Tumult Core using pip.
pip install tmlt.coreThe full documentation is located at https://docs.tmlt.dev/core/latest.
If you have any questions/concerns, please create an issue or reach out to us on Slack.
We welcome external volunteers! If you are interested in contributing, please let us know on Slack. See CONTRIBUTING.md for information.
Tumult Core's source code is licensed under the Apache License, version 2.0 (Apache-2.0). Tumult Core's documentation is licensed under Creative Commons Attribution-ShareAlike 4.0 International (CC-BY-SA-4.0).