FLEXible-FL / FLEXibleLinks
Federated Learning (FL) experiment simulation in Python.
☆22Updated 2 weeks ago
Alternatives and similar repositories for FLEXible
Users that are interested in FLEXible are comparing it to the libraries listed below
Sorting:
- [DMLR 2024] FedAIoT: A Federated Learning Benchmark for Artificial Intelligence of Things☆59Updated last year
- DFL working group☆32Updated last year
- Repo for the paper: PerAda: Parameter-Efficient Federated Learning Personalization with Generalization Guarantees (CVPR 2024)☆23Updated last year
- Code for Federated Neuromorphic Learning of Spiking Neural Networks for Low-Power Edge Intelligence☆16Updated 5 years ago
- Federated Learning for Internet of Things: A Federated Learning Framework for On-device Anomaly Data Detection, backed by FedML, Inc.☆44Updated 3 years ago
- (HotMobile'24) Salted Inference: Enhancing Privacy while Maintaining Efficiency of Split Inference in Mobile Computing☆17Updated 2 years ago
- Advanced Privacy-Preserving Federated Learning framework☆162Updated last week
- [CIKM 2022] Towards Automated Over-Sampling for Imbalanced Classification☆10Updated 2 years ago
- NEBULA: A Platform for Decentralized Federated Learning☆75Updated last month
- Data61' CSIRO Distributed System Security Group. We have developed this algorithm to explore the question - Can We Use Split Learning on …☆12Updated 2 years ago
- Federated learning is a distributed learning method that trains a deep network on user devices without collecting data from central serve…☆14Updated 5 years ago
- Enhancing Efficiency in Multidevice Federated Learning through Data Selection☆13Updated last year
- Official code for "Throughput-Optimal Topology Design for Cross-Silo Federated Learning" (NeurIPS'20)☆32Updated 3 years ago
- Official code for "Federated Learning under Heterogeneous and Correlated Client Availability" (INFOCOM'23)☆29Updated 3 years ago
- This repository is the official implementation of 'EDEN: Communication-Efficient and Robust Distributed Mean Estimation for Federated Lea…☆14Updated 3 years ago
- Applied Split Learning in PyTorch with torch.distributed.rpc and torch.distributed.autograd☆28Updated 4 years ago
- federated-learning☆85Updated 3 years ago
- Investigating Split Learning and Federate Learning☆87Updated 5 years ago
- Federated Learning Simulator (FLSim) is a flexible, standalone core library that simulates FL settings with a minimal, easy-to-use API. F…☆266Updated last year
- 🎓Automatically Update FL Papers Daily using Github Actions (Update Every 12th hours)☆26Updated this week
- FedPSO: Federated Learning Using Particle Swarm Optimization to Reduce Communication Costs☆19Updated 3 years ago
- Source code for 'Dual Attention Based FL for Wireless Traffic Prediction'☆70Updated 4 years ago
- Code Implemntion from the article Multi-Armed Bandit Based Client Schedulingfor Federated Learning☆18Updated 4 years ago
- Four Federated learning datasets for Human Activity Recognition☆57Updated 2 years ago
- ☆29Updated 3 years ago
- 🎓Automatically Update Distributed Learning Papers Daily using Github Actions (Update Every 12th hours)☆46Updated this week
- Repo to reproduce results for Where to Begin? On the Impact of Pre-Training and Initialization in Federated Learning☆25Updated 2 years ago
- [UbiComp/IMWUT '23] Hierarchical Clustering-based Personalized Federated Learning for Robust and Fair Human Activity Recognition☆32Updated 3 months ago
- ☆20Updated last year
- ☆18Updated 2 years ago