OpenDP Migration : Sum and Mean
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shobitnair commented
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.
_sum_mean
Reference links
_sum : https://github.com/ObliviousAI/ag_sklearn/blob/master/diffprivlib/tools/utils.py#L715
_mean: https://github.com/ObliviousAI/ag_sklearn/blob/master/diffprivlib/tools/utils.py#L271
OpenDP Docs : https://docs.opendp.org/en/stable/user/index.html