distributed-learning topic

An open framework for Federated Learning.

securefederatedai

FedGraphNN: A Federated Learning Platform for Graph Neural Networks with MLOps Support. The previous research version is accepted to ICLR'2021 - DPML and MLSys'21 - GNNSys workshops.

FedML-AI

Simulate collaborative ML scenarios, experiment multi-partner learning approaches and measure respective contributions of different datasets to model performance.

LabeliaLabs

A Comprehensive and Versatile Open-Source Federated Learning Framework

FederalLab

(NeurIPS 2022) Official Implementation of "Preservation of the Global Knowledge by Not-True Distillation in Federated Learning"

Lee-Gihun

Federated Learning Utilities and Tools for Experimentation

microsoft

A project for simulation of Asynchronous Federated Learning

cshjin

BurrMill core

burrmill

Implementation of the FedPM framework by the authors of the ICLR 2023 paper "Sparse Random Networks for Communication-Efficient Federated Learning".

BerivanIsik

Federated Neural Collaborative Filtering (FedNCF). Neural Collaborative Filtering utilizes the flexibility, complexity, and non-linearity of Neural Network to build a recommender system. Aim to federa...

AmanPriyanshu