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Federated

A framework for implementing federated learning
Stars
2,231
License
apache-2.0
Open Issues
270
Most Recent Commit
3 months ago
Programming Language
Python
Monthly Downloads
pypi tensorflow-federated Downloads
Dependent Packages
9
Total Releases
66
Latest Release
November 30, 2023
Categories
Repo
Alternatives To Federated
Project NameStarsDownloadsRepos Using ThisPackages Using ThisMost Recent CommitTotal ReleasesLatest ReleaseOpen IssuesLicenseLanguage
Flower3,545pypi flwr} Downloads63 months ago28November 28, 2023374apache-2.0Python
Flower: A Friendly Federated Learning Framework
Federated2,231pypi tensorflow-federated} Downloads93 months ago66November 30, 2023270apache-2.0Python
A framework for implementing federated learning
Federated630
3 months ago14apache-2.0Python
A collection of Google research projects related to Federated Learning and Federated Analytics.
Paperweekly232
3 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
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Flower ⭐ 3,545
Flower: A Friendly Federated Learning Framework
dependent packages 6total releases 28most recent commit 3 months agopypi flwr} Downloads
Federated ⭐ 2,231
A framework for implementing federated learning
dependent packages 9total releases 66most recent commit 3 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
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Federated vs Tf Fed Demo
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Federated vs Rfa
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