Interoperable and decentralized machine learning in JavaScript.
-
Updated
Dec 8, 2022 - JavaScript
Interoperable and decentralized machine learning in JavaScript.
Blockchain infrastructure for decentralized machine learning (decentralized-ml repo).
Welcome to our official website
YC Hackathon 2018 Winner Project. BEN: A decentralized chatbot that uses federated learning.
Adaptation of the Python client of the Flower library in NodeJs
Decentralized (P2P) Federated Learning implementation using libp2p JavaScript
FLAT (Federated Learning Across Tabs) is an FL system that trains AI models directly on Web browsers via ONNX Runtime Training Web and the Cloud-Edge-Client Continuum paradigm.
End-to-end on-device federated learning, "An On-Device Federated Learning System for SMS Spam Classification", IEEE MIT URTC 2022
Federated Learning with blockchain
1st AI Prize: DeDoctor is a revolutionary solution that employs federative learning learning within hospitalswithin hospitals, aggregates scardiovascular disease data to then provide accurate diagnoses and recommendations, and has the potential to do chain abstraction.
This work is part of 6GDAWN project for trust PoC. We use blockchain and smart contracts to enable a trustworthy reputation mechanism for O-RAN.
Sandbox to experiment and learn what Federated Learning is in-action
Add a description, image, and links to the federated-learning topic page so that developers can more easily learn about it.
To associate your repository with the federated-learning topic, visit your repo's landing page and select "manage topics."