Tumult Core
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.
Installation
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.core
Documentation
The full documentation is located at https://docs.tmlt.dev/core/latest.
Support
If you have any questions/concerns, please create an issue or reach out to us on Slack.
Contributing
We welcome external volunteers! If you are interested in contributing, please let us know on Slack. See CONTRIBUTING.md for information.
License
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).
4 maintainers
Metadata
4 maintainers
Release files for tmlt.core 0.19.1
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| tmlt_core-0.19.1.tar.gz | 11.3 MB | Details |
Built distributions (wheels)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| tmlt_core-0.19.1-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl | Python 3 | none | Linux glibc 2.17+ x86-64 | Details |
| tmlt_core-0.19.1-py3-none-macosx_11_0_x86_64.whl | Python 3 | none | macOS 11.0+ x86-64 | Details |
| tmlt_core-0.19.1-py3-none-macosx_11_0_arm64.whl | Python 3 | none | macOS 11.0+ ARM64 | Details |
Total release size: 71.7 MB
Release files / tmlt_core-0.19.1.tar.gz
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