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vantage6

A privacy preserving federated learning solution

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This repository is part of vantage6, our priVAcy preserviNg federaTed leArninG infrastructurE for Secure Insight eXchange. Other repositories include:

📚 Documentation

This repository contains the code for a vantage6 client. For a more detailed, comprehensive guide, please refer to our website (https://vantage6.ai) and the official documentation (https://docs.vantage6.ai/).

💝 Contributing

We hope to continue developing, improving, and supporting vantage6 with the help of the federated learning community. If you are interested in contributing, first of all, thank you! Second, please take a look at our contributing guidelines

✒️ References

If you are using vantage6, please cite the base repository as well as the accompanying paper as follows:

  • Frank Martin, Melle Sieswerda, Hasan Alradhi, Arturo Moncada-Torres, Johan van Soest. vantage6. Available at https://doi.org/10.5281/zenodo.3686944. Accessed on [MONTH, 20XX].
  • Arturo Moncada-Torres, Frank Martin, Melle Sieswerda, Johan van Soest, Gijs Gelijnse. vantage6: an open source priVAcy preserviNg federaTed leArninG infrastructurE for Secure Insight eXchange. Submitted for publication.

vantage6CommonServerNode • Client • UIMaster

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Python client library for the vantage6 infrastructure

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