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The Top 23 Learning Federation Open Source Projects

Open source projects categorized as Learning Federation
Categories > Networking > Federation
Fate ⭐ 5,366
An Industrial Grade Federated Learning Framework
dependent packages 1total releases 33most recent commit 3 months agopypi fate-client} Downloads
Fedml ⭐ 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 1total releases 342most recent commit 3 months agopypi fedml} Downloads
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
Awesome Federated Learning ⭐ 1,481
FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai
most recent commit 2 years ago
Awesome Federated Machine Learning ⭐ 1,425
Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond
most recent commit 3 months ago
Federated Learning ⭐ 1,042
A PyTorch Implementation of Federated Learning http://doi.org/10.5281/zenodo.4321561
most recent commit 5 months ago
Federated Learning Pytorch ⭐ 902
Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data
most recent commit a year ago
Federated ⭐ 630
A collection of Google research projects related to Federated Learning and Federated Analytics.
most recent commit 3 months ago
Federated Learning ⭐ 573
联邦学习
most recent commit a year ago
Awesome Federated Learning ⭐ 492
resources about federated learning and privacy in machine learning
most recent commit a year ago
Awesome Federated Learning ⭐ 482
All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.
most recent commit a year ago
Awesome Federated Computing ⭐ 448
📚 👓 A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning.
most recent commit 9 months ago
Paddlefl ⭐ 436
Federated Deep Learning in PaddlePaddle
total releases 17most recent commit a year ago
Kubefate ⭐ 407
Manage federated learning workload using cloud native technologies.
total releases 9most recent commit 3 months ago
Multitask Learning ⭐ 374
Awesome Multitask Learning Resources
most recent commit 3 years ago
Federated Learning ⭐ 300
Everything about Federated Learning (papers, tutorials, etc.) -- 联邦学习
most recent commit 3 years ago
Fedjax ⭐ 240
FedJAX is a JAX-based open source library for Federated Learning simulations that emphasizes ease-of-use in research.
total releases 17most recent commit 6 months ago
Backdoors101 ⭐ 231
Backdoors Framework for Deep Learning and Federated Learning. A light-weight tool to conduct your research on backdoors.
most recent commit a year ago
Gfl ⭐ 186
Galaxy Federated Learning Framework （星际联邦学习框架）
total releases 5most recent commit a year ago
Ppml Resource ⭐ 184
Materials about Privacy-Preserving Machine Learning
most recent commit 5 months ago
Federated Averaging Tutorials ⭐ 156
A set of tutorials to implement the Federated Averaging algorithm on TensorFlow.
most recent commit 3 years ago
Research ⭐ 151
most recent commit 3 months ago
The 7 Most Depended On Learning Federation Open Source Projects
Federated ⭐ 2,231
A framework for implementing federated learning
dependent packages 9total releases 66latest release November 30, 2023most recent commit 3 months agopypi tensorflow-federated} Downloads
Flower ⭐ 3,545
Flower: A Friendly Federated Learning Framework
dependent packages 6total releases 28latest release November 28, 2023most recent commit 3 months agopypi flwr} Downloads
Lukai ⭐ 19
Luk.ai Clients - Federated Machine Learning for Everyone!
dependent packages 2total releases 1latest release June 14, 2018most recent commit 4 years agonpm lukai} Downloads
Federated Learning ⭐ 117
Federated learning experiment using TensorFlow.js
dependent packages 2total releases 5latest release August 17, 2018most recent commit 4 years agonpm federated-learning-client} Downloads
Syft.js ⭐ 145
The official Syft worker for Web and Node, built in Javascript
dependent packages 2total releases 7latest release August 11, 2020most recent commit a year agonpm @openmined/syft.js} Downloads
Fate ⭐ 5,366
An Industrial Grade Federated Learning Framework
dependent packages 1total releases 33latest release September 20, 2023most recent commit 3 months agopypi fate-client} Downloads
The 10 Latest Releases In Learning Federation Open Source Projects
Federated ⭐ 2,231
A framework for implementing federated learning
dependent packages 9total releases 66latest release November 30, 2023most recent commit 3 months agopypi tensorflow-federated} Downloads
Flower ⭐ 3,545
Flower: A Friendly Federated Learning Framework
dependent packages 6total releases 28latest release November 28, 2023most recent commit 3 months agopypi flwr} Downloads
Fate ⭐ 5,366
An Industrial Grade Federated Learning Framework
dependent packages 1total releases 33latest release September 20, 2023most recent commit 3 months agopypi fate-client} Downloads
Kubefate ⭐ 407
Manage federated learning workload using cloud native technologies.
total releases 9latest release May 15, 2023most recent commit 3 months ago
Gfl ⭐ 186
Galaxy Federated Learning Framework （星际联邦学习框架）
total releases 5latest release February 04, 2023most recent commit a year ago
Paddlefl ⭐ 436
Federated Deep Learning in PaddlePaddle
total releases 17latest release December 06, 2021most recent commit a year ago
Kotlinsyft ⭐ 60
The official Syft worker for secure on-device machine learning
total releases 1latest release April 19, 2021most recent commit 3 years ago
Syft.js ⭐ 145
The official Syft worker for Web and Node, built in Javascript
dependent packages 2total releases 7latest release August 11, 2020most recent commit a year agonpm @openmined/syft.js} Downloads
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