Project Name	Stars	Packages Using This	Most Recent Commit	Total Releases	Latest Release	Open Issues	License	Language
Fedml	3,946	1	3 months ago	342	December 08, 2023	118	apache-2.0	Python
FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a cross-cloud scheduler, further enables running any AI jobs on any GPU cloud or on-premise cluster. Built on this library, FEDML Nexus AI (https://nexus.fedml.ai) is the dedicated cloud service for generative AI
Flower	3,545	6	3 months ago	28	November 28, 2023	374	apache-2.0	Python
Flower: A Friendly Federated Learning Framework
Awesome Federated Machine Learning	1,425		3 months ago			4
Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond
Federated Learning	1,042		4 months ago			14	mit	Python
A PyTorch Implementation of Federated Learning http://doi.org/10.5281/zenodo.4321561
Federated Learning Pytorch	902		a year ago			25	mit	Python
Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data
Awesome Federated Learning	492		a year ago			3
resources about federated learning and privacy in machine learning
Awesome Federated Computing	448		9 months ago				cc0-1.0
:books: :eyeglasses: A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning.
Paddlefl	436		a year ago	17	December 06, 2021	52	apache-2.0	Python
Federated Deep Learning in PaddlePaddle
Multitask Learning	374		3 years ago			2
Awesome Multitask Learning Resources
Ppml Resource	184		5 months ago
Materials about Privacy-Preserving Machine Learning

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Fedml ⭐ 3,946

FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a cross-cloud scheduler, further enables running any AI jobs on any GPU cloud or on-premise cluster. Built on this library, FEDML Nexus AI (https://nexus.fedml.ai) is the dedicated cloud service for generative AI

dependent packages 1total releases 342most recent commit 3 months ago

Flower ⭐ 3,545

Flower: A Friendly Federated Learning Framework

dependent packages 6total releases 28most recent commit 3 months ago

Awesome Federated Machine Learning ⭐ 1,425

Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond

most recent commit 3 months ago

Federated Learning ⭐ 1,042

A PyTorch Implementation of Federated Learning http://doi.org/10.5281/zenodo.4321561

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Federated Learning Pytorch ⭐ 902

Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data

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Awesome Federated Learning ⭐ 492

resources about federated learning and privacy in machine learning

most recent commit a year ago

Awesome Federated Computing ⭐ 448

:books: :eyeglasses: A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning.

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Paddlefl ⭐ 436

Federated Deep Learning in PaddlePaddle

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Multitask Learning ⭐ 374

Awesome Multitask Learning Resources

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Ppml Resource ⭐ 184

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Suggest An Alternative To Awesome-Federated-Machine-Learning

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