apple/pfl-research

FedJAX is a JAX-based open source library for Federated Learning simulations that emphasizes ease-of-use in research.

Plato: A Research Framework for Federated Learning

An Open Framework for Federated Learning.

Flower: A Friendly Federated AI Framework

NVIDIA Federated Learning Application Runtime Environment

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

Library for training machine learning models with privacy for training data

Training PyTorch models with differential privacy

A unified ecosystem and workspace for large-scale federated learning, bridging the gap between centralized model evolution and decentralized edge intelligence.