PKU-Chengxu / FLASH
☆45Updated 2 years ago
Alternatives and similar repositories for FLASH:
Users that are interested in FLASH are comparing it to the libraries listed below
- Oort: Efficient Federated Learning via Guided Participant Selection☆126Updated 3 years ago
- Resource Efficient Federated Learning☆23Updated 2 years ago
- [ACM MobiCom 2022] "PyramidFL: Fine-grained Data and System Heterogeneity-aware Client Selection for Efficient Federated Learning" by Che…☆71Updated 2 years ago
- [NeurIPS 2022] "FedRolex: Model-Heterogeneous Federated Learning with Rolling Sub-Model Extraction" by Samiul Alam, Luyang Liu, Ming Yan,…☆61Updated 8 months ago
- [ACM SoCC'22] Pisces: Efficient Federated Learning via Guided Asynchronous Training☆12Updated last week
- Repo. for IPSN 2022 paper: "BalanceFL: Addressing Class Imbalance in Long-Tail Federated Learning".☆24Updated 2 years ago
- Investigating Split Learning and Federate Learning☆81Updated 4 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
- ☆26Updated last year
- FedGroup, A Clustered Federated Learning framework based on Tensorflow☆41Updated 3 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☆166Updated 2 years ago
- A demo of end-to-end federated learning system.☆68Updated 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
- FlexCFL: A clustered federated learning framework based on TF2.0. Support frameworks: FlexCFL, FedGroup, FedAvg, IFCA, FeSEM, et al.☆48Updated 2 years ago
- Federated Dynamic Sparse Training☆30Updated 2 years ago
- ☆29Updated 4 years ago
- Federated Learning Framework Benchmark (UniFed)☆49Updated last year
- PyTorch for benchmarking communication-efficient distributed SGD optimization algorithms☆77Updated 3 years ago
- Federated Learning Systems Paper List☆73Updated last year
- Codebase for An Efficient Framework for Clustered Federated Learning.☆115Updated 4 years ago
- CMFL: Mitigating Communication Overhead for Federated Learning / PyTorch reimplementation.☆28Updated 5 years ago
- PyTorch implementation of Federated Learning algorithms FedSGD, FedAvg, FedAvgM, FedIR, FedVC, FedProx and standard SGD, applied to visua…☆77Updated 3 years ago
- Understanding Top-k Sparsification in Distributed Deep Learning☆24Updated 5 years ago
- SCAFFOLD and FedAvg implementation☆60Updated 3 years ago
- ☆19Updated last year
- This is a platform containing the datasets and federated learning algorithms in IoT environments.☆64Updated 4 months ago
- Code for ScaleFL☆31Updated 2 years ago
- 📦 Collect some Asynchronous Federated Learning papers.☆115Updated last year
- LotteryFL: Empower Edge Intelligence with Personalized and Communication-Efficient Federated Learning (2021 IEEE/ACM Symposium on Edge Co…☆42Updated 2 years ago
- Ditto: Fair and Robust Federated Learning Through Personalization (ICML '21)☆144Updated 3 years ago