FederatedScope
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[Feature] Add serveral differential privacy algorithms
Main modifications:
- Add functional mechanism for differential privacy, including:
- a trainer named
fmtrainer - two models for linear regression and logistic regression in funcational mechanism
- a trainer named
- Support gaussian and laplace DP mechanism by adding new optimizers
- Add unittest and scripts for DP mechanism