/decentralized-ml

Full stack service enabling decentralized machine learning on private data

Primary LanguageJupyter Notebook

Decentralized Machine Learning

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Documentation Status Documentation Status

DiscreetAI is a full stack service enabling machine learning on private data.

Documentation

Check out the documentation here!

Documentation for the DiscreetAI iOS library is coming soon!

Starting a Training Session

  1. You can try DiscreetAI out by making an account here.

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  1. You can immediately try out the demo repo, which is set up for you right after registration!

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  1. Then you can go ahead train on our iOS test devices in Explora, a customized Jupyter Notebook that starts your training session.

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  1. Or, you can create your own repo.

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  1. With the ability to set up your own clients with our iOS library, Python datacenter or Javascript library!

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  1. And you can train with your own clients using your own models and settings.

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Clients

  • To get started developing iOS apps that can generate insights from user data in a secure way, follow these instructions.
  • If you want to play around with testing models by simply running a Google Colab notebook instead of deploying to a device, see here.
  • To start developing models in Javascript, install our NPM library here.