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1

Substra

Low-level Python library used to interact with a Substra network

An open-source framework supporting privacy-preserving, traceable federated learning and machine learning orchestration. Offers a Python SDK, high-level FL library (SubstraFL), and web UI to define datasets, models, tasks, and orchestrate secure, auditable collaborations.

Downloads: 6 This Week

Last Update: 2025-07-15
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2

Flexe

The open source federated learning for vehicular network simulation

Flexe is a FL simulator designed for connected and autonomous vehicles (CAVs). It enables horizontal/vertical/transfer FL schemes and simulates realistic wireless and vehicular dynamics. Separate Python client (PyFlexe) available.

Downloads: 0 This Week

Last Update: 2025-07-15
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3

Xfl

An Efficient and Easy-to-use Federated Learning Framework

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.

Downloads: 0 This Week

Last Update: 2025-07-15
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4

FedLab

A flexible Federated Learning Framework based on PyTorch

A Python-based framework for federated learning simulation, emphasizing modularity, communication efficiency, and algorithmic flexibility. Supports both server- and client-side customization for research and development purposes.

Downloads: 0 This Week

Last Update: 2025-07-15
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