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The Top 10 Federated Learning Open Source Projects
Open source projects categorized as Federated Learning
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Federated Learning
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visenger/awesome-mlops
⭐
11,399
A curated list of references for MLOps
dependent packages
0
total releases
0
most recent commit
over 2 years ago
OpenMined/PySyft
⭐
9,118
Perform data science on data that remains in someone else's server
dependent packages
0
total releases
0
most recent commit
over 2 years ago
FederatedAI/FATE
⭐
5,366
An Industrial Grade Federated Learning Framework
dependent packages
0
total releases
0
most recent commit
over 2 years ago
FedML-AI/FedML
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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
0
total releases
0
most recent commit
over 2 years ago
adap/flower
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3,545
Flower: A Friendly Federated Learning Framework
dependent packages
0
total releases
0
most recent commit
over 2 years ago
secretflow/secretflow
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2,101
A unified framework for privacy-preserving data analysis and machine learning
dependent packages
0
total releases
0
most recent commit
over 2 years ago
youngfish42/Awesome-FL
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1,978
Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)
dependent packages
0
total releases
0
most recent commit
2 months ago
chaoyanghe/Awesome-Federated-Learning
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1,481
FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai
dependent packages
0
total releases
0
most recent commit
almost 4 years ago
innovation-cat/Awesome-Federated-Machine-Learning
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1,425
Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond
dependent packages
0
total releases
0
most recent commit
over 2 years ago
primihub/primihub
⭐
1,146
Privacy-Preserving Computing Platform 由密码学专家团队打造的开源隐私计算平台，支持多方安全计算、联邦学习、隐私求交、匿踪查询等。
dependent packages
0
total releases
0
most recent commit
over 2 years ago
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