alexbie98 / fedavgLinks
PyTorch implementation of federated learning on MNIST
☆20Updated last year
Alternatives and similar repositories for fedavg
Users that are interested in fedavg are comparing it to the libraries listed below
Sorting:
- SRDS 2020: End-to-End Evaluation of Federated Learning and Split Learning for Internet of Things☆116Updated 4 years ago
- FedTorch is a generic repository for benchmarking different federated and distributed learning algorithms using PyTorch Distributed API.☆193Updated 9 months ago
- ☆96Updated 4 years ago
- demo☆20Updated 4 years ago
- Investigating Split Learning and Federate Learning☆87Updated 5 years ago
- Official code for "Federated Multi-Task Learning under a Mixture of Distributions" (NeurIPS'21)☆166Updated 3 years ago
- Study of data imbalance and asynchronous aggregation algorithm on Federated Learning system (using PySyft)☆62Updated 2 years ago
- diaoenmao / HeteroFL-Computation-and-Communication-Efficient-Federated-Learning-for-Heterogeneous-Clients[ICLR 2021] HeteroFL: Computation and Communication Efficient Federated Learning for Heterogeneous Clients☆177Updated 2 years ago
- This is a platform containing the datasets and federated learning algorithms in IoT environments.☆71Updated last year
- Releasing the source code Version1.☆177Updated 4 years ago
- Ditto: Fair and Robust Federated Learning Through Personalization (ICML '21)☆156Updated 3 years ago
- ☆54Updated 3 years ago
- PyTorch implementation of Federated Learning algorithms FedSGD, FedAvg, FedAvgM, FedIR, FedVC, FedProx and standard SGD, applied to visua…☆79Updated 3 years ago
- Codebase for An Efficient Framework for Clustered Federated Learning.☆121Updated 5 years ago
- PyTorch implementation of Federated Learning with Non-IID Data, and federated learning algorithms, including FedAvg, FedProx.☆122Updated 3 years ago
- An open source FL implement with dataset(Femnist, Shakespeare, MNIST, Cifar-10 and Fashion-Mnist) using pytorch☆133Updated 2 years ago
- federated-learning☆85Updated 3 years ago
- Personalized Federated Learning with Moreau Envelopes (pFedMe) using Pytorch (NeurIPS 2020)☆306Updated 3 years ago
- Federated learning via stochastic gradient descent☆36Updated 5 years ago
- 📦 Collect some Asynchronous Federated Learning papers.☆123Updated 2 years ago
- SCAFFOLD and FedAvg implementation☆61Updated 4 years ago
- Clustered Federated Learning: Model-Agnostic Distributed Multi-Task Optimization under Privacy Constraints☆185Updated 4 years ago
- A simulation framework for Federated Learning written in PyTorch☆207Updated 3 years ago
- Decentralized federated learning of deep neural networks on non-iid data☆45Updated 3 years ago
- [NeurIPS 2019 FL workshop] Federated Learning with Local and Global Representations☆244Updated last year
- Code and data accompanying the FedGen paper☆257Updated last year
- [ACM MobiCom 2022] "PyramidFL: Fine-grained Data and System Heterogeneity-aware Client Selection for Efficient Federated Learning" by Che…☆71Updated 3 years ago
- A curated repository for various papers in the domain of split learning.☆54Updated last year
- Unofficial Pytorch implementation of "Federated Meta-Learning with Fast Convergence and Efficient Communication"☆78Updated 5 years ago
- This repository contains all the implementation of different papers on Federated Learning☆42Updated 5 years ago