Federated Learning

PySyftPython

A Python library for performing data science and machine learning on data without direct access, using remote datasites.

Tensorflow FederatedPython

An open-source framework for machine learning and other computations on decentralized data.

SystemMLJava

An open-source machine learning system for the end-to-end data science lifecycle from data preparation to model serving.

PyGridPython

A peer-to-peer platform for secure, privacy-preserving, decentralized data science and federated learning.

FedJAXPython

A JAX-based library for federated learning simulations that emphasizes ease-of-use in research.

KaapanaPython

An open-source toolkit for federated learning and AI workflow management in medical imaging analysis.