Xfl download | SourceForge.net

XFL is a lightweight, high-performance federated learning framework supporting both horizontal and vertical FL. It integrates homomorphic encryption, DP, secure MPC, and optimizes network resilience. Compatible with major ML libraries and deployable via Docker or Conda.

Features

Supports horizontal and vertical federated learning models
Implements homomorphic encryption, differential privacy, MPC
Optimized for high latency, packet loss, unstable network
Can run with CPU, GPU, or hybrid nodes
Integrates with PyTorch, TensorFlow, PaddlePaddle, JAX
Easy deployment in Docker or Conda environments

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License

Apache License V2.0

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Additional Project Details

Operating Systems

Linux, Mac, Windows

Programming Language

Python

Related Categories

Python Federated Learning Frameworks

Registered

2025-07-15

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Xfl

An Efficient and Easy-to-use Federated Learning Framework

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