decentralized-machine-learning

Here are 12 public repositories matching this topic...

DiscreetAI / decentralized-ml

Full stack service enabling decentralized machine learning on private data

javascript python swift machine-learning privacy deep-neural-networks deep-learning tensorflow pytorch compression-algorithm privacy-enhancing-technologies federated-learning privacy-preserving-machine-learning decentralized-machine-learning

Updated Nov 9, 2020
Jupyter Notebook

DiscreetAI / cloud-node

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Coordinator & aggregator for private and decentralized machine learning.

python machine-learning backend federated-learning decentralized-machine-learning

Updated Dec 8, 2022
Python

DiscreetAI / decentralized-ml-infra

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Blockchain infrastructure for decentralized machine learning (decentralized-ml repo).

infrastructure machine-learning blockchain federated-learning decentralized-machine-learning

Updated Dec 10, 2022
JavaScript

DiscreetAI / dml-library-js

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Interoperable and decentralized machine learning in JavaScript.

javascript client federated-learning decentralized-machine-learning

Updated Dec 8, 2022
JavaScript

DiscreetAI / ben-decentralized-chatbot

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YC Hackathon 2018 Winner Project. BEN: A decentralized chatbot that uses federated learning.

python machine-learning hackathon chatbot blockchain keras gan ycombinator transfer-learning federated-learning online-training decentralized-machine-learning

Updated Feb 28, 2023
JavaScript

DiscreetAI / playground

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Playground code. Things that have been deprecated but may be useful in the future.

federated-learning decentralized-machine-learning

Updated Dec 7, 2022
Jupyter Notebook

This project integrates Hyperledger Fabric with machine learning to enhance transparency and trust in data-driven workflows. It outlines a blockchain-based strategy for data traceability, model auditability, and secure ML deployment across consortium networks.