GalaxyLearning / GFLLinks
Galaxy Federated Learning Framework (星际联邦学习框架)
☆253Updated 2 years ago
Alternatives and similar repositories for GFL
Users that are interested in GFL are comparing it to the libraries listed below
Sorting:
- ☆110Updated 4 years ago
- Standard federated learning implementations in FedLab and FL benchmarks.☆153Updated last year
- ☆196Updated last year
- On the Convergence of FedAvg on Non-IID Data☆269Updated 2 years ago
- Implement FedAvg algorithm based on Tensorflow☆259Updated 4 years ago
- Implementation of dp-based federated learning framework using PyTorch☆308Updated 2 years ago
- Democratize access to data, decentralize Artificial intelligence and enhance user privacy with Federated learning and Blockchain.☆190Updated 4 years ago
- Clustered Federated Learning: Model-Agnostic Distributed Multi-Task Optimization under Privacy Constraints☆177Updated 4 years ago
- A simulation framework for Federated Learning written in PyTorch☆208Updated 3 years ago
- ☆174Updated 11 months ago
- ☆178Updated 2 years ago
- FedMD: Heterogenous Federated Learning via Model Distillation☆158Updated 4 years ago
- [NeurIPS 2019 FL workshop] Federated Learning with Local and Global Representations☆241Updated last year
- Personalized Federated Learning with Moreau Envelopes (pFedMe) using Pytorch (NeurIPS 2020)☆301Updated 3 years ago
- Overview of Federal Learning☆293Updated 2 years ago
- ☆72Updated 2 years ago
- Code for Federated Learning with Matched Averaging, ICLR 2020.☆340Updated 3 years ago
- A distributed fedrated learning system on the blockchain.☆65Updated 6 years ago
- Simulate a federated setting and run differentially private federated learning.☆381Updated 7 months ago
- FedGroup, A Clustered Federated Learning framework based on Tensorflow☆41Updated 3 years ago
- This project proposes a decentralized federated learning framework based on blockchain, that is, a Block-chain-based Federated Learning f…☆117Updated 3 years ago
- 联邦学习分布式训练MNist数据集☆60Updated 6 years ago
- Code and data accompanying the FedGen paper☆252Updated 11 months ago
- FedTorch is a generic repository for benchmarking different federated and distributed learning algorithms using PyTorch Distributed API.☆193Updated 5 months ago
- Federated Learning Blockchain Web Demo☆51Updated 2 years ago
- This repository contains all the implementation of different papers on Federated Learning☆42Updated 5 years ago
- Federated learning convolution neural network (FL-CNN) to detect mode of transport from Itinerum GPS trajectories.☆35Updated 6 years ago
- Ditto: Fair and Robust Federated Learning Through Personalization (ICML '21)☆147Updated 3 years ago
- Study of data imbalance and asynchronous aggregation algorithm on Federated Learning system (using PySyft)☆62Updated last year
- Codebase for An Efficient Framework for Clustered Federated Learning.☆118Updated 4 years ago