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ObliviousAI / ag_sklearn

A fork of diffprivlib for CODEPEAK 2023 to extend the functionality
https://www.antigranular.com/
MIT License
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OpenDP Migration : Variance and Deviation #6

Open shobitnair opened 11 months ago

shobitnair commented 11 months ago

Context OpenDP is renowned for its robust and comprehensive approach to operationalizing differentially private algorithms. The goal of this migration is to leverage OpenDP's strengths to enhance the functionality and privacy guarantees.

This issue proposes the migration of the following methods to OpenDP.

Reference links _std : https://github.com/ObliviousAI/ag_sklearn/blob/master/diffprivlib/tools/utils.py#L584 _var: https://github.com/ObliviousAI/ag_sklearn/blob/master/diffprivlib/tools/utils.py#L427 OpenDP Docs : https://docs.opendp.org/en/stable/user/index.html

Dhruv127 commented 11 months ago

kindly assign me the issue and check pr #17