UbiquitousLearning / End2end-Federated-Learning
A demo of end-to-end federated learning system.
☆68Updated 2 years ago
Alternatives and similar repositories for End2end-Federated-Learning:
Users that are interested in End2end-Federated-Learning are comparing it to the libraries listed below
- [ACM MobiCom 2022] "PyramidFL: Fine-grained Data and System Heterogeneity-aware Client Selection for Efficient Federated Learning" by Che…☆71Updated 2 years ago
- Our unique contributions are in tools/train/benchmark.☆19Updated last week
- ☆45Updated 2 years ago
- A simulation framework for Federated Learning written in PyTorch☆207Updated 3 years ago
- Oort: Efficient Federated Learning via Guided Participant Selection☆126Updated 3 years ago
- D-DQN Reinforcement Learning for device selection in Federated Learning☆40Updated last year
- Implementation of paper "Client-Edge-Cloud Hierarchical Federated Learning☆122Updated 4 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☆165Updated 2 years ago
- [ICML 2022] "DisPFL: Towards Communication-Efficient Personalized Federated learning via Decentralized Sparse Training"☆79Updated 2 years ago
- "Efficient Federated Learning for Modern NLP", to appear at MobiCom 2023.☆33Updated last year
- Resource Efficient Federated Learning☆23Updated 2 years ago
- ☆200Updated last year
- Adaptive Resource-Aware Split-Learning, a framework for efficient model training in IoT systems☆13Updated last year
- FedGroup, A Clustered Federated Learning framework based on Tensorflow☆41Updated 3 years ago
- FlexCFL: A clustered federated learning framework based on TF2.0. Support frameworks: FlexCFL, FedGroup, FedAvg, IFCA, FeSEM, et al.☆48Updated 2 years ago
- demo☆19Updated 3 years ago
- Investigating Split Learning and Federate Learning☆82Updated 4 years ago
- Codebase for An Efficient Framework for Clustered Federated Learning.☆115Updated 4 years ago
- A PyTorch implementation of "Communication-Efficient Learning of Deep Networks from Decentralized Data", AISTATS, 2017☆82Updated 9 months ago
- Source code for the paper "Asynchronous Federated Optimization"☆25Updated 2 years ago
- [NeurIPS 2022] "FedRolex: Model-Heterogeneous Federated Learning with Rolling Sub-Model Extraction" by Samiul Alam, Luyang Liu, Ming Yan,…☆61Updated 7 months ago
- 📦 Collect some Asynchronous Federated Learning papers.☆115Updated last year
- Codes for the paper FedCor: Correlation-Based Active Client Selection Strategy for Heterogeneous Federated Learning☆46Updated 2 years ago
- Repo. for IPSN 2022 paper: "BalanceFL: Addressing Class Imbalance in Long-Tail Federated Learning".☆24Updated 2 years ago
- This is the code repository for the following paper: "Model pruning enables efficient federated learning on edge devices".☆86Updated 2 years ago
- An implementation of federated learning research baseline methods based on FedML-core, which can be deployed on real distributed cluster …☆25Updated 2 years ago
- Releasing the source code Version1.☆155Updated 3 years ago
- Repo for MobiSys 2021 paper: "ClusterFL: A Similarity-Aware Federated Learning System for Human Activity Recognition".☆37Updated 2 years ago
- ☆30Updated 2 years ago
- 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☆170Updated 3 weeks ago