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Xtra-Computing

lab · Singapore

Scores

1 product on the map — 1 open.

FedTree

Openness

5 high confidence
5.0
license
Apache-2.0(OSI
source
public(the whole system)
core features withheld
no — a university research system with no paid edition

FedTree is an Apache-2.0 research system with no paid tier or held-back component.

Adoption

1 medium confidence
1.0

PyPI downloads of `fedtree`, the project's Python package.

Capability

3 medium confidence
3.0

FedTree runs real distributed federations with encryption, secure aggregation and differential privacy, but only for gradient-boosted trees, and parties join without any identity check. That puts it level with Plato.

  • https://raw.githubusercontent.com/Xtra-Computing/FedTree/HEAD/README.md recorded 2026-09-27

    README: "Federated training of gradient boosting decision trees"; "Supporting homomorphic encryption, secure aggregation and differential privacy"; Standalone Simulation, Distributed Horizontal FedTree and Distributed Vertical FedTree via FedTree-distributed-server and FedTree-distributed-party.