decentralized-machine-learning

There are 6 repositories under decentralized-machine-learning topic.

DiscreetAI / decentralized-ml
Full stack service enabling decentralized machine learning on private data
compression-algorithm decentralized-machine-learning deep-learning deep-neural-networks federated-learning javascript machine-learning privacy privacy-enhancing-technologies privacy-preserving-machine-learning python pytorch swift tensorflow
Language:Jupyter Notebook 57
DiscreetAI / cloud-node
Coordinator & aggregator for private and decentralized machine learning.
backend decentralized-machine-learning federated-learning machine-learning python
Language:Python 24
DiscreetAI / decentralized-ml-infra
Blockchain infrastructure for decentralized machine learning (decentralized-ml repo).
blockchain decentralized-machine-learning federated-learning infrastructure machine-learning
Language:JavaScript 24
DiscreetAI / dml-library-js
Interoperable and decentralized machine learning in JavaScript.
client decentralized-machine-learning federated-learning javascript
Language:JavaScript 24
DiscreetAI / playground
Playground code. Things that have been deprecated but may be useful in the future.
decentralized-machine-learning federated-learning
Language:Jupyter Notebook 17
DiscreetAI / ben-decentralized-chatbot
YC Hackathon 2018 Winner Project. BEN: A decentralized chatbot that uses federated learning.
blockchain chatbot decentralized-machine-learning federated-learning gan hackathon keras machine-learning online-training python transfer-learning ycombinator
Language:JavaScript 14
yuweisunn / homogeneous-learning-tensorflow
This is a Tensorflow implementation of the paper Homogeneous Learning: Self-Attention Decentralized Deep Learning.
decentralized-machine-learning global-workspace-theory non-iid reinforcement-learning tensorflow
Language:Python 6
mvujas / HyperAggregate
A sublinear secure aggregation protocol implementation
decentralized-machine-learning secure-aggregation
Language:Python 2
tobias-mayer / fl-sim-pytorch-mnist
A Minimalistic Federated Learning Simulation with PyTorch and MNIST
decentralized-machine-learning federated-learning mnist python pytorch
Language:Python 0