Hendrik/xgboost
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4 Commits
Author SHA1 Message Date
Rong Ou 31e6902e43 Support GPU training in the NVFlare demo (#7965) 2022-06-02 21:52:36 +08:00
Rong Ou d3429f2ff6 Increase gRPC max receive message size for federated learning (#7958) 2022-06-01 13:21:54 +08:00
Rong Ouandjiamingy af907e2d0d Demo of federated learning using NVFlare (#7879) 
Co-authored-by: jiamingy <jm.yuan@outlook.com>
 2022-05-14 22:45:41 +08:00
Rong Ou 14ef38b834 Initial support for federated learning (#7831) 
Federated learning plugin for xgboost:
* A gRPC server to aggregate MPI-style requests (allgather, allreduce, broadcast) from federated workers.
* A Rabit engine for the federated environment.
* Integration test to simulate federated learning.

Additional followups are needed to address GPU support, better security, and privacy, etc.
 2022-05-05 21:49:22 +08:00