Guncuke / fedexLinks
a simple federate-learning framework write by python
☆11Updated last year
Alternatives and similar repositories for fedex
Users that are interested in fedex are comparing it to the libraries listed below
Sorting:
- PyTorch implementation of FedProx (Federated Optimization for Heterogeneous Networks, MLSys 2020).☆113Updated 3 years ago
- PyTorch Federated Learning (easy to use and extend)☆293Updated last year
- 联邦学习模块化框架,支持各类FL。A universal federated learning framework, free to switch thread and process modes☆176Updated 6 months ago
- ☆182Updated 2 years ago
- Heterogeneous Federated Learning: State-of-the-art and Research Challenges☆167Updated 11 months ago
- PyTorch implementation of SCAFFOLD (Stochastic Controlled Averaging for Federated Learning, ICML 2020).☆70Updated 3 years ago
- An open source FL implement with dataset(Femnist, Shakespeare, MNIST, Cifar-10 and Fashion-Mnist) using pytorch☆132Updated 2 years ago
- AAAI 2023 accepted paper, FedALA: Adaptive Local Aggregation for Personalized Federated Learning☆143Updated last year
- Standard federated learning implementations in FedLab and FL benchmarks.☆153Updated last year
- ☆80Updated last year
- 🔬 FedCom为SWPU2022届本科毕业设计《基于社区检测的多任务聚类联邦学习》。本研究提出了一种多任务聚类联邦学习(clustered federated learning, CFL)的新方法,该方法的特点是基于社区检测(community detection)来进…☆67Updated 2 years ago
- ☆26Updated 2 years ago
- An easy-to-use federated learning platform☆300Updated 2 years ago
- Tutorials and paper lists for federated learning☆69Updated last month
- A PyTorch implementation of "Communication-Efficient Learning of Deep Networks from Decentralized Data", AISTATS, 2017☆90Updated last year
- You only need to configure one file to support model heterogeneity. Consistent GPU memory usage for single or multiple clients.☆216Updated 2 weeks ago
- PyTorch implementation of Federated Learning with Non-IID Data, and federated learning algorithms, including FedAvg, FedProx.☆122Updated 3 years ago
- Implementation of SCAFFOLD: Stochastic Controlled Averaging for Federated Learning☆73Updated 2 years ago
- An implementation for "Federated Learning with Non-IID Data via Local Drift Decoupling and Correction"☆88Updated 3 years ago
- Implement FedAvg algorithm based on Tensorflow☆263Updated 5 years ago
- Model-Contrastive Federated Learning (CVPR 2021)☆293Updated 3 years ago
- This repository contains the official implementation for the manuscript: Make Landscape Flatter in Differentially Private Federated Lear…☆55Updated 2 months ago
- Everything you want about DP-Based Federated Learning, including Papers and Code. (Mechanism: Laplace or Gaussian, Dataset: femnist, shak…☆413Updated last year
- Overview of Federal Learning☆294Updated 2 years ago
- Code and data accompanying the FedGen paper☆256Updated last year
- Study of data imbalance and asynchronous aggregation algorithm on Federated Learning system (using PySyft)☆62Updated 2 years ago
- PyTorch implementation of Layer-wised Model Aggregation for Personalized Federated Learning☆94Updated 2 years ago
- On the Convergence of FedAvg on Non-IID Data☆271Updated 3 years ago
- Federated Learning Benchmark - Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)☆609Updated last year
- ☆82Updated 3 years ago