decentralized-ml
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Full stack service enabling decentralized machine learning on private data
Decentralized Machine Learning
.. image:: https://discreetai.com/wp-content/uploads/2019/12/dataagora-logo-blck-1-1.png |build| |docs|
DiscreetAI is a full stack service enabling machine learning on private data.
Documentation
Check out the documentation here <https://discreetai.readthedocs.io/en/latest/>
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Documentation for the DiscreetAI iOS library is coming soon!
Starting a Training Session
- You can try DiscreetAI out by making an account
here <https://beta.discreetai.com/signup>
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.. image:: images/signup.png
- You can immediately try out the demo repo, which is set up for you right after registration!
.. image:: images/demo-repo.png
- Then you can go ahead train on our iOS test devices in Explora, a customized Jupyter Notebook that starts your training session.
.. image:: images/demo-explora.png
- Or, you can create your own repo.
.. image:: images/new-repo.png
- With the ability to set up your own clients with our iOS library, Python datacenter or Javascript library!
.. image:: images/test-repo.png
- And you can train with your own clients using your own models and settings.
.. image:: images/test-explora.png
Clients
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To get started developing iOS apps that can generate insights from user data in a secure way, follow these
instructions <https://github.com/DiscreetAI/ios-library/blob/master/README.md>
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If you want to play around with testing models by simply running a Google Colab notebook instead of deploying to a device, see
here <https://github.com/DiscreetAI/decentralized-ml/blob/master/datacenter/README.md>
_. -
To start developing models in Javascript, install our NPM library
here <https://github.com/DiscreetAI/decentralized-ml/blob/master/dml-library-js/README.md>
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.. |docs| image:: https://readthedocs.org/projects/docs/badge/?version=latest :alt: Documentation Status :scale: 100% :target: https://discreetai.readthedocs.io/en/latest/?badge=latest
.. |build| image:: https://travis-ci.com/DiscreetAI/decentralized-ml.svg?branch=master :alt: Documentation Status :scale: 100% :target: https://travis-ci.com/DiscreetAI/decentralized-ml