Awesome Open Source
Search
Programming Languages
Languages
All Categories
Categories
About

The Top 23 Machine Learning Federation Open Source Projects

Open source projects categorized as Machine Learning Federation
Categories > Networking > Federation
Categories > Machine Learning > Machine Learning
Fate ⭐ 4,917
An Industrial Grade Federated Learning Framework
total releases 1most recent commit a day ago
Fedml ⭐ 2,497
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 2 days ago
Flower ⭐ 2,188
Flower: A Friendly Federated Learning Framework
total releases 243most recent commit a day ago
Awesome Federated Learning ⭐ 1,481
FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai
most recent commit 7 months ago
Awesome Federated Machine Learning ⭐ 822
Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond
most recent commit 9 days ago
Awesome Federated Learning ⭐ 482
All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.
most recent commit 23 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
Mc2 ⭐ 268
A Platform for Secure Analytics and Machine Learning
most recent commit 14 days ago
Machine Learning Diff Private Federated Learning ⭐ 266
Simulate a federated setting and run differentially private federated learning.
most recent commit 9 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 2 months ago
Xaynet ⭐ 191
Xaynet represents an agnostic Federated Machine Learning framework to build privacy-preserving AI applications.
dependent packages 5total releases 2most recent commit 7 months agocargo xaynet-core} Downloads
Ppml Resource ⭐ 139
Materials about Privacy-Preserving Machine Learning
most recent commit 6 days ago
Federatedandroidtrainer ⭐ 117
See new version https://github.com/mccorby/PhotoLabeller
most recent commit 5 years ago
Photolabeller ⭐ 101
Federated Learning: Client application doing classification of images and local training. Works better with the Parameter Server at https://github.com/mccorby/PhotoLabellerServer
most recent commit 4 years ago
Fate Board ⭐ 89
FATE's Visualization Toolkit
most recent commit 3 months ago
Fate Operator ⭐ 38
Fate operator
total releases 1most recent commit a month ago
Photolabellerserver ⭐ 35
Federated Learning: Parameter Server doing aggregation of updates to a model coming from clients participating in a Federated Learning setup. See also the Android application companion at https://github.com/mccorby/PhotoLabeller
most recent commit 4 years ago
Federated Learning ⭐ 33
tf implementation of federated learning
most recent commit 4 years ago
Federated Xgboost ⭐ 31
Federated gradient boosted decision tree learning
most recent commit a year ago
Asynchronous Federated Learning ⭐ 19
Study of data imbalance and asynchronous aggregation algorithm on Federated Learning system (using PySyft)
most recent commit a year ago
Lukai ⭐ 19
Luk.ai Clients - Federated Machine Learning for Everyone!
total releases 5most recent commit 3 years ago
Private Ml For Health ⭐ 18
Dopamine: Differentially Private Federated Learning on Medical Data (AAAI - PPAI)
most recent commit 2 years ago
The 6 Latest Releases In Machine Learning Federation Open Source Projects
Flower ⭐ 2,188
Flower: A Friendly Federated Learning Framework
total releases 243latest release June 27, 2022most recent commit a day ago
Xaynet ⭐ 191
Xaynet represents an agnostic Federated Machine Learning framework to build privacy-preserving AI applications.
dependent packages 5total releases 2latest release January 18, 2021most recent commit 7 months agocargo xaynet-core} Downloads
Fate Operator ⭐ 38
Fate operator
total releases 1latest release July 03, 2020most recent commit a month ago
Fate ⭐ 4,917
An Industrial Grade Federated Learning Framework
total releases 1latest release May 06, 2020most recent commit a day ago
Lukai ⭐ 19
Luk.ai Clients - Federated Machine Learning for Everyone!
total releases 5latest release July 11, 2018most recent commit 3 years ago
Popular Networking Categories
Server
Network
Http
Proxy
Email
Port
Hosts
Websocket
Upload
Router
Categories
Privacy | About | Terms | Follow Us On Twitter

Downloads, Dependent Repos, Dependent Packages, Total Releases, Latest Releases data powered by Libraries.io.

Copyright 2018-2023 Awesome Open Source.  All rights reserved.