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Is there implements of vertical federated learning in FedML

Open lepangdan opened this issue 2 years ago • 2 comments

hi, I am interested in vertical federated learning, it seems there aren't the implements of vertical federated learning. Will you plan to implement the vertical federated learning in distributed way.

lepangdan avatar May 16 '22 08:05 lepangdan

@lepangdan VFL is always there:

https://github.com/FedML-AI/FedML/tree/master/python/fedml/simulation/mpi/classical_vertical_fl https://github.com/FedML-AI/FedML/tree/master/python/fedml/simulation/sp/classical_vertical_fl

for both SP and Distributed training with MPI.

chaoyanghe avatar Aug 19 '22 16:08 chaoyanghe

Hello, @chaoyanghe, thanks for your work,

The MPI example seems to be still incomplete https://github.com/FedML-AI/FedML/blob/d5718c031b04ab8c91003174c4fffccc166f3a44/python/fedml/simulation/simulator.py#L157

Please correct me if I am wrong, regards.

AlexGrig avatar Oct 10 '22 12:10 AlexGrig