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Federated

A collection of Google research projects related to Federated Learning and Federated Analytics.
Stars
630
License
apache-2.0
Open Issues
14
Most Recent Commit
5 months ago
Programming Language
Python
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Repo
Alternatives To Federated
Project NameStarsDownloadsRepos Using ThisPackages Using ThisMost Recent CommitTotal ReleasesLatest ReleaseOpen IssuesLicenseLanguage
Flower3,545pypi flwr} Downloads65 months ago28November 28, 2023374apache-2.0Python
Flower: A Friendly Federated Learning Framework
Federated2,231pypi tensorflow-federated} Downloads95 months ago66November 30, 2023270apache-2.0Python
A framework for implementing federated learning
Federated630
5 months ago14apache-2.0Python
A collection of Google research projects related to Federated Learning and Federated Analytics.
Paperweekly232
6 months ago2
Papers for CNN, object detection, keypoint detection, semantic segmentation, medical image processing, SLAM, etc.
Federated Averaging Tutorials156
3 years ago1apache-2.0Python
A set of tutorials to implement the Federated Averaging algorithm on TensorFlow.
Federated Learning117npm federated-learning-client} Downloads124 years ago5August 17, 201820apache-2.0TypeScript
Federated learning experiment using TensorFlow.js
Tf Fed Demo36
3 years ago1apache-2.0Jupyter Notebook
A federated learning demo for AlexNet on CIFAR-10 dataset, basing on Tensorflow.
Federated Learning33
5 years ago1Jupyter Notebook
tf implementation of federated learning
Rfa30
2 years ago2bsd-2-clausePython
Robust aggregation for federated learning with the RFA algorithm.
Federated Learning Mini Framework22
5 years ago4mitPython
Federated Learning mini-framework with Keras
Alternatives To Federated
Select To Compare
Flower ⭐ 3,545
Flower: A Friendly Federated Learning Framework
dependent packages 6total releases 28most recent commit 5 months agopypi flwr} Downloads
Federated ⭐ 2,231
A framework for implementing federated learning
dependent packages 9total releases 66most recent commit 5 months agopypi tensorflow-federated} Downloads
Federated Learning ⭐ 117
Federated learning experiment using TensorFlow.js
dependent packages 2total releases 5most recent commit 4 years agonpm federated-learning-client} Downloads


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Alternative Project Comparisons
Federated vs Flower
Federated vs Paperweekly
Federated vs Federated Averaging Tutorials
Federated vs Federated Learning
Federated vs Tf Fed Demo
Federated vs Federated Learning
Federated vs Rfa
Federated vs Federated Learning Mini Framework
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