weimingwill/awesome-federated-learning
All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.
This is a curated collection of resources for understanding and implementing federated learning. It compiles blogs, surveys, research papers, and software frameworks related to federated learning. You can input a research area or conference name and get a list of relevant academic papers and practical tools. This is ideal for researchers, data scientists, and engineers interested in building or studying machine learning models that preserve data privacy by training on decentralized datasets.
729 stars.
Use this if you need to quickly find academic papers, practical frameworks, or general information to get started with or deepen your understanding of federated learning.
Not ideal if you are looking for a plug-and-play solution to deploy a federated learning model without any prior knowledge of the field.
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729
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98
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MIT
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Last pushed
Nov 16, 2025
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