Nillion
Awesome Projects NIL #48
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wickywock
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Show and tell project type
Novel Nada Program Example
Github Repo Link
https://docs.nillion.com/showcase
Video Walkthough Link
No response
Project Description
This project uses NIllion to perform a federated learning training procedure for neural networks. It provides a framework for arbitrary networks once Nillion scales to more computations.
It provides a script to autogenerate a program that can perform federated learning updates for a model as well as functionality to store local weights as secrets, share computation permissions for these secrets with the global party, and then update the local weights at every training epoch.
What problems does your project solve? How does it preserve privacy for users?
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How does the project use Nillion? Describe and link to any Nada programs
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Is there anything else you want to share?
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Optional - Link your project and team members' social handles
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Optional - Team ETH Address(es)
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