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An Industrial Grade Federated Learning Framework

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

Galaxy Federated Learning Framework （星际联邦学习框架）

Asynchronous Federated Learning ⭐ 49

Study of data imbalance and asynchronous aggregation algorithm on Federated Learning system (using PySyft)

Federated_kmeans ⭐ 7

Federated k-means clustering algorithm implementation and proof of concept.

Secureaggregation ⭐ 6

An implementation of Secure Aggregation algorithm based on "Practical Secure Aggregation for Privacy-Preserving Machine Learning (Bonawitz et. al)" in Python.

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