Published July 16, 2024
| Version version/4.6.0rc4
Software
Open
vantage6
Creators
- 1. IKNL
- 2. Elastique
- 3. Maastro
- 4. Netherlands eScience Center
- 5. medical data works
- 6. Erasmus MC
Description
Vantage6 stands for privacy preserving federated learning infrastructure for secure insight exchange.
The project is inspired by the Personal Health Train (PHT) concept. In this analogy vantage6 is the tracks and stations. Compatible algorithms are the trains, and computation tasks are the journey. Vantage6 is completely open source under the Apache License.
What vantage6 does:
delivering algorithms to data stations and collecting their results
managing users, organizations, collaborations, computation tasks and their results
providing control (security) at the data-stations to their owners
The vantage6 infrastructure is designed with three fundamental functional aspects of federated learning.
Autonomy. All involved parties should remain independent and autonomous.
Heterogeneity. Parties should be allowed to have differences in hardware and operating systems.
Flexibility. Related to the latter, a federated learning infrastructure should not limit the use of relevant data.
Notes
If you use this software, please cite it using the metadata from this file.
Files
vantage6/vantage6-version/4.6.0rc4.zip
Files
(19.4 MB)
| Name | Size | Download all |
|---|---|---|
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md5:0db38dedd5a68213587f7f4064b45920
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19.4 MB | Preview Download |
Additional details
Related works
- Is supplement to
- Software: https://github.com/vantage6/vantage6/tree/version/4.6.0rc4 (URL)