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Federated algorithms

In this sub-module of the fedpydeseq2 package, we implement federated algorithms that are used multiple times.

Federated trimmed mean: compute_trimmed_mean

Federated IRLS: fed_irls

Federated Prox Quasi Newton fed_PQN