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Xtra-Computing / FedTree

A tree-based federated learning system (MLSys 2023)
https://fedtree.readthedocs.io/en/latest/index.html
Apache License 2.0
141 stars 40 forks source link

python horizontal FL #49

Open Oqaily opened 2 years ago

Oqaily commented 2 years ago

Hi, I want to run some code script within each communication round of the federated algorithm. Is there a method to run the client update, server update, and the aggregating algorithm at any point separately using the python horizontal classifier?

QinbinLi commented 1 year ago

Hi @Oqaily ,

Currently our python interface is simple and does not support any fine-grained functions. We'll consider proving more low-level python interfaces in the future. Hope you can understand.