Federated Open Source Projects

ActivityPub-federated video streaming platform using P2P directly in your web browser

🐀 A decentralised discussion platform for communities.

A privacy-aware, distributed, open source social network.

Perform data science on data that remains in someone else's server

:cloud: ownCloud web server core (Files, DAV, etc.)

Flower: A Friendly Federated Learning Framework

Implementation examples of module federation , by the creators of module federation

An Industrial Grade Federated Learning Framework

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, TensorOpera AI (https://TensorOpera.ai) is your generative AI platform at scale.

A framework for implementing federated learning

Federated blogging application, thanks to ActivityPub (now on https://git.joinplu.me/ — this is just a mirror)

Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond

FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai

Leapp is the DevTool to access your cloud

Decentralized private messenger with chat-shared tools and games for Desktop

A PyTorch Implementation of Federated Learning

fast & lightweight self-hosted messenger

Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data

🌉 A bridge between decentralized social networks

This wiki innovates by: 1. federated sharing, 2. drag refactoring and 3. data visualization.

Awesome list of ActivityPub based projects

联邦学习

ForgeFed - Federation Protocol for Forge Services

Improvement of Apache Kafka Mirrormaker

Bonfire - tend to your digital life in community. Customise and host your own online space and control your experience at the most granular level.

Curated list of awesome Mastodon-related stuff!

Leaf: A Benchmark for Federated Settings

A Mastodon-compatible, ActivityPub-speaking server in Rust

A collection of Google research projects related to Federated Learning and Federated Analytics.

All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.

Federated Optimization in Heterogeneous Networks (MLSys '20)

ActivityStreams & ActivityPub in golang, oh my!

Google App Engine Boilerplate

Awesome Multitask Learning Resources

A curated, collaborative list of awesome Fediverse resources

Everything about Federated Learning (papers, tutorials, etc.) -- 联邦学习

The Amazon Athena Query Federation SDK allows you to customize Amazon Athena with your own data sources and code.

A federated, open-source data catalog for all your big data and small data

ActivityPub for WordPress

resources about federated learning and privacy in machine learning

A curated list of awesome programmers and software projects you can support!

Federated Deep Learning in PaddlePaddle

Powering connected social communities with open software.

:books: :eyeglasses: A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning.

Kubernetes cluster federation tutorial

📑 Collabora Online for Nextcloud

Manage federated learning workload using cloud native technologies.

Mbin: a federated content aggregator, voting, discussion and microblogging platform

A federated social home

Backdoors Framework for Deep Learning and Federated Learning. A light-weight tool to conduct your research on backdoors.

Docker image for the Pleroma federated social network

Federated Wiki - node server as npm package

Distributed Fault-Tolerant File System

Code for Federated Learning with Matched Averaging, ICLR 2020.

Papers for CNN, object detection, keypoint detection, semantic segmentation, medical image processing, SLAM, etc.

Federated mysql compatible proxy to elasticsearch, mongo, cassandra, big-table, google datastore

Algorithms to recover input data from their gradient signal through a neural network

Source code for paper "How to Backdoor Federated Learning" (https://arxiv.org/abs/1807.00459)

Personalized Federated Learning with Moreau Envelopes (pFedMe) using Pytorch (NeurIPS 2020)

A Platform for Secure Analytics and Machine Learning