federated-learning topic
List
federated-learning repositories
Federated-Learning-and-Split-Learning-with-raspberry-pi
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SRDS 2020: End-to-End Evaluation of Federated Learning and Split Learning for Internet of Things
Awesome-FL
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166
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Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)
Federated-Learning-Mini-Framework
35
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14
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Federated Learning mini-framework with Keras
federated-learning
39
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17
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tf implementation of federated learning
FedKT
39
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6
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Practical One-Shot Federated Learning for Cross-Silo Setting
MOON
234
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52
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Model-Contrastive Federated Learning (CVPR 2021)
awesome-federated-learning
519
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92
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resources about federated learning and privacy in machine learning
awesome-federated-learning
647
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98
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All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.
CollaborativeFairFederatedLearning
47
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12
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Official implementation of our work "Collaborative Fairness in Federated Learning."
awesome-mlops
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A curated list of references for MLOps