substra

We have hosted the application substra in order to run this application in our online workstations with Wine or directly.

Quick description about substra:

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.

Features:

• Python SDK for dataset/function/model/task orchestration
• SubstraFL for high-level federated learning pipelines
• Web interface to manage experiments and results
• Ensures distributed orchestration with trace and access control
• Supports compute plans for multi-party execution
• Designed for secure real-world deployments

Programming Language: Python.
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