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OpenMined / PyDP

The Python Differential Privacy Library. Built on top of: https://github.com/google/differential-privacy
Apache License 2.0
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Subsample and Aggregate Example #304

Open kamathhrishi opened 4 years ago

kamathhrishi commented 4 years ago

Feature Description

I would like to write an example of SubSample and Aggregate mechanism with the existing restaurant example. Further, I would also like to extend it with "Propose-test-Release". Subsample and aggregate is a great and simple method of attaining privacy by splitting the dataset into smaller datasets computing a query and the aggregating them according to aggregation mechanism(median, α-trimmed mean, etc).

This will first be an example, maybe we can integrate as part of PyDP codebase ?

chinmayshah99 commented 4 years ago

Let us know when you start working on this so we can get you any resources you need.

kamathhrishi commented 4 years ago

Alright. Mostly the end of the month. Thank you.