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The Top 23 Deep Learning Federation Open Source Projects

Open source projects categorized as Deep Learning Federation
Categories > Machine Learning > Deep Learning
Categories > Networking > Federation
Pysyft ⭐ 8,672
data science on data without acquiring a copy
dependent packages 2total releases 106most recent commit a day agopypi syft} Downloads
Fedml ⭐ 2,507
FedML - The federated learning and analytics library enabling secure and collaborative machine learning on decentralized data anywhere at any scale. Supporting large-scale cross-silo federated learning, cross-device federated learning on smartphones/IoTs, and research simulation. MLOps and App Marketplace are also enabled (https://open.fedml.ai).
total releases 112most recent commit 9 hours ago
Flower ⭐ 2,294
Flower: A Friendly Federated Learning Framework
total releases 243most recent commit 13 hours ago
Federated Learning Pytorch ⭐ 902
Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data
most recent commit 20 hours ago
Awesome Federated Machine Learning ⭐ 822
Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond
most recent commit 11 days ago
Awesome Federated Learning ⭐ 492
resources about federated learning and privacy in machine learning
most recent commit 3 months ago
Private Ai Resources ⭐ 462
SOON TO BE DEPRECATED - Private machine learning progress
most recent commit 3 years ago
Paddlefl ⭐ 436
Federated Deep Learning in PaddlePaddle
total releases 17most recent commit 5 days ago
Awesome Federated Computing ⭐ 414
📚 👓 A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning.
most recent commit 9 months ago
Multitask Learning ⭐ 374
Awesome Multitask Learning Resources
most recent commit 2 years ago
Federated Learning ⭐ 340
A PyTorch Implementation of Federated Learning http://doi.org/10.5281/zenodo.4321561
most recent commit 2 years ago
Syft.js ⭐ 145
The official Syft worker for Web and Node, built in Javascript
total releases 11most recent commit 4 months ago
Ppml Resource ⭐ 139
Materials about Privacy-Preserving Machine Learning
most recent commit 8 days ago
Federatedandroidtrainer ⭐ 117
See new version https://github.com/mccorby/PhotoLabeller
most recent commit 5 years ago
Trojai Literature ⭐ 102
most recent commit 6 months ago
Awesome Federated Learning ⭐ 64
A curated list of resources dedicated to federated learning.
most recent commit 2 years ago
Kotlinsyft ⭐ 60
The official Syft worker for secure on-device machine learning
total releases 1most recent commit 2 years ago
Gan Attack Against Federated Deep Learning ⭐ 46
The reproduction of the paper Deep Models Under the GAN: Information Leakage from Collaborative Deep Learning.
most recent commit 2 months ago
Fednas ⭐ 34
FedNAS: Federated Deep Learning via Neural Architecture Search
most recent commit 2 years ago
Federated Pytorch Test ⭐ 27
Federated learning with PyTorch (federated averaging and consensus optimization): with 'reduced' bandwidth
most recent commit a year ago
Deep Learning Model Generator ⭐ 25
most recent commit 4 months ago
Fed Att ⭐ 25
Attentive Federated Learning for Private NLM
most recent commit 3 years ago
Fppdl ⭐ 20
code for TPDS paper "Towards Fair and Privacy-Preserving Federated Deep Models"
most recent commit 9 months ago
The 6 Latest Releases In Deep Learning Federation Open Source Projects
Pysyft ⭐ 8,672
data science on data without acquiring a copy
dependent packages 2total releases 106latest release June 29, 2022most recent commit a day agopypi syft} Downloads
Flower ⭐ 2,294
Flower: A Friendly Federated Learning Framework
total releases 243latest release June 27, 2022most recent commit 13 hours ago
Paddlefl ⭐ 436
Federated Deep Learning in PaddlePaddle
total releases 17latest release December 06, 2021most recent commit 5 days ago
Kotlinsyft ⭐ 60
The official Syft worker for secure on-device machine learning
total releases 1latest release April 19, 2021most recent commit 2 years ago
Syft.js ⭐ 145
The official Syft worker for Web and Node, built in Javascript
total releases 11latest release October 17, 2018most recent commit 4 months ago
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