{"repo":"opendp/smartnoise-sdk","free":true,"listed":false,"github":"https://github.com/opendp/smartnoise-sdk","clone":"git clone https://github.com/opendp/smartnoise-sdk.git","description":"Tools and service for differentially private processing of tabular and relational data","language":"Python","stars":301,"topics":["privacy","differential-privacy","opendp","smartnoise"],"license":"MIT","category":"api-integrations-sdks","readme_excerpt":"SmartNoise SDK: Tools for Differential Privacy on Tabular Data The SmartNoise SDK includes 2 packages: smartnoise-sql: Run differentially private SQL queries smartnoise-synth: Generate differentially private synthetic data To get started, see the examples below. Click into each project for more detailed examples. SQL Install Query PUMS.csv and PUMS.yaml can be found in the datasets folder. See the SQL project Synthesizers Install MWEM PATE-CTGAN See the Synthesizers project Communication - You are encouraged to join us on GitHub Discussions - Please use GitHub Issues for bug reports and feature requests. - For other requests, including security issues, please contact us at smartnoise@opendp.org. Releases and Contributing Please let us know if you encounter a bug by creating an issue. We appreciate all contributions. Please review the contributors guide. We welcome pull requests with bug-fixes without prior discussion. If you plan to contribute new features, utility functions or extensions to this system, please first open an issue and discuss the feature with us.","default_branch":null,"files":null,"tree":[],"storefront":"/r/opendp","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/opendp/smartnoise-sdk/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."}