{"repo":"opendp/tumult-analytics","free":true,"listed":false,"github":"https://github.com/opendp/tumult-analytics","clone":"git clone https://github.com/opendp/tumult-analytics.git","description":"Tumult Analytics is a Python library for privately computing aggregate queries on tabular data. It is built atop the Tumult Core library.","language":"Python","stars":16,"topics":["differential-privacy","privacy","pyspark"],"license":"Apache-2.0","category":"analytics","readme_excerpt":"[ ][slack] [slack]: https://join.slack.com/t/opendp/shared invite/zt-1aca9bm7k-hG7olKz6CiGm8htI2lxE8w Tumult Analytics — an OpenDP project Tumult Analytics is a Python library to execute differentially private operations on data, with a strong emphasis on usability and scalability. It is built atop the Tumult Core library. It was originally developed by Tumult Labs, and joined the OpenDP project after the Tumult Labs team joined LinkedIn. Demo video Want to see Tumult Analytics in action? Check out this video introducing the interface fundamentals: A selection of more advanced features is shown on the second part of this demo, in a separate video. Installation See the installation instructions in the documentation for information about setting up prerequisites such as Spark. Once the prerequisites are installed, you can install Tumult Analytics using pip. Documentation The full documentation is located at https://docs.tmlt.dev/analytics/latest/. Support If you have any questions, feedback, or feature requests, please reach out via the [OpenDP Slack][slack]. Contributing We welcome external volunteers! If you are interested in contributing, please let us know on [Slack][slack]. See CONTRIBUTING.md for information about installing our development dependencies and running tests. Citing Tumult Analytics If you use Tumult Analytics for a scientific publication, we would appreciate citations to the published software or/and its whitepaper. Both citations can be found below; for the","default_branch":null,"files":null,"tree":[],"storefront":"/r/opendp","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/opendp/tumult-analytics/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}