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@SiloML

SiloML

SiloML is a federated data platform for life science researchers to connect to clinical data that’s physically on their partners’ databases.

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  1. silo-webapp silo-webapp Public

    A federated learning platform for life science researchers to run models on their provider partners’ databases. This is the code for the webapp.

    JavaScript 2

  2. silo-dataowner silo-dataowner Public

    For data partners to connect their datasets to the Silo platform and run federated workloads for the authorized researchers.

    Python

  3. silo-proxy silo-proxy Public

    A Tornado server that proxies private connections between the researchers and data owners and orchestrates the federated learning.

    Python

  4. silo-researcher silo-researcher Public

    For researchers to start training machine learning models on their partners' datasets.

    Python

  5. silo-cloudfunctions silo-cloudfunctions Public

    The cloud functions that form the "back-end" of the SiloML platform.

    JavaScript

  6. silo-landing-page silo-landing-page Public

    Code for marketing page: https://www.siloml.us

    CSS

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