Subsample and Aggregate Example

[kamathhrishi]

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]

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

[kamathhrishi]

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