Full stack service enabling decentralized machine learning on private data

Coordinator & aggregator for private and decentralized machine learning.

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

Interoperable and decentralized machine learning in JavaScript.

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

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

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.

This is a Tensorflow implementation of the paper Homogeneous Learning: Self-Attention Decentralized Deep Learning.

[ETHOxford 2025 Hackathon Winner] On-chain Federated Learning Framework through the use of Flare's Data Connector

A sublinear secure aggregation protocol implementation

A Minimalistic Federated Learning Simulation with PyTorch and MNIST

Faster, Fairer, Safer, Stronger — Decentralized ML