#Federated-learning-framework

Showing 10 of 10 repositories tagged #federated-learning-framework, ranked by stars

flwrlabs
flwrlabs
flower

Flower: A Friendly Federated AI Framework

Score
0
β˜… 7.0k β‘‚ 1.2k β€”
Python
youngfish42
youngfish42
Awesome-FL

Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)

Score
0
β˜… 2.0k β‘‚ 222 +1/day
Python
SMILELab-FL
SMILELab-FL
FedLab

A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.

Score
67
β˜… 826 β‘‚ 141 β€”
Jupyter Notebook
weimingwill
weimingwill
awesome-federated-learning

All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.

Score
83
β˜… 735 β‘‚ 98 +1/day
Shell
KarhouTam
KarhouTam
FL-bench

Benchmark of federated learning. Dedicated to the community. πŸ€—

Score
100
β˜… 685 β‘‚ 115 +1/day
Python
bioint
bioint
MetisFL

The first open Federated Learning framework implemented in C++ and Python.

Score
17
β˜… 522 β‘‚ 43 β€”
Python
GalaxyLearning
GalaxyLearning
GFL

Galaxy Federated Learning Framework οΌˆζ˜Ÿι™…θ”ι‚¦ε­¦δΉ ζ‘†ζžΆοΌ‰

Score
0
β˜… 252 β‘‚ 58 β€”
Python
CyberDataLab
CyberDataLab
nebula

NEBULA: A Platform for Decentralized Federated Learning

Score
50
β˜… 81 β‘‚ 36 β€”
Python
VectorInstitute
VectorInstitute
FL4Health

A flexible, modular, and easy to use library to facilitate federated learning research and development in healthcare settings

Score
33
β˜… 54 β‘‚ 20 β€”
Python
leondavi
leondavi
NErlNet

Nerlnet is a framework for research and development of distributed machine learning models on IoT

Score
0
β˜… 53 β‘‚ 11 β€”
Python
Related Topics
#federated-learning#machine-learning#deep-learning#artificial-intelligence#python#pytorch#ai#federated-analytics#framework#privacy#decentralized-federated-learning#decentralized

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