This is the Linux app named Substra whose latest release can be downloaded as 1.0.0sourcecode.tar.gz. It can be run online in the free hosting provider OnWorks for workstations.
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Substra
DESCRIPTION
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
Categories
This is an application that can also be fetched from https://sourceforge.net/projects/substra.mirror/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.
