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
Categories
Federated Learning FrameworksLicense
Apache License V2.0Follow Substra
Other Useful Business Software
Go From AI Idea to AI App Fast
Access Gemini 3 and 200+ models. Build chatbots, agents, or custom models with built-in monitoring and scaling.
Rate This Project
Login To Rate This Project
User Reviews
Be the first to post a review of Substra!