georgymh/dml

Interoperable and decentralized machine learning.

Interoperable Federated Learning

Code re-implementation and extension of the Federated Learning paper, Communication-Efficient Learning of Deep Networks from Decentralized Data. Written in Python with support for TensorFlow and Keras (beta). PyTorch support coming soon.

Project by Georgy Marrero and Ashwinee Panda.

What is Federated Learning? Watch this video or read this article.

Read about our approach and results here.