A multiple parties joint, distributed execution engine based on Ray, to help build your own federated learning frameworks in minutes.
☆96Aug 28, 2024Updated last year
Alternatives and similar repositories for rayfed
Users that are interested in rayfed are comparing it to the libraries listed below
Sorting:
- Interconnection Protocol☆20Jul 21, 2025Updated 7 months ago
- ☆10Aug 19, 2023Updated 2 years ago
- Notebook Suite for SecretFlow and SCQL☆26Nov 23, 2025Updated 3 months ago
- Official codes for FNBench: Benchmarking Robust Federated Learning against Noisy Labels☆18Updated this week
- Official codes for ACM CIKM '24 full paper: Tackling Noisy Clients in Federated Learning with End-to-end Label Correction☆21Feb 21, 2025Updated last year
- Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads. AntRay i…☆165Feb 14, 2026Updated 2 weeks ago
- A unified framework for privacy-preserving data analysis and machine learning☆2,629Nov 13, 2025Updated 3 months ago
- Mobius is an AI infrastructure platform for distributed online learning, including online sample processing, training and serving.☆100Jun 21, 2024Updated last year
- The official implementation for the paper: "FedMLP: Federated Multi-Label Medical Image Classiffcation under Task Heterogeneity", which i…☆22Dec 27, 2024Updated last year
- [DMLR 2024] FedAIoT: A Federated Learning Benchmark for Artificial Intelligence of Things☆59Aug 27, 2024Updated last year
- Practical Vertical Federated Learning with Unsupervised Representation Learning (TBD 2022)☆22Feb 21, 2022Updated 4 years ago
- ☆18Oct 12, 2023Updated 2 years ago
- Asterinas Confidential Computing is a collection of open-source projects featuring full-stack capabilities in confidential computing.☆16Oct 15, 2024Updated last year
- paper code commit-fsmafl☆10Mar 18, 2024Updated last year
- Code for ijcai-24 paper "Federated Adaptation for Foundation Model-based Recommendations"☆12Apr 18, 2025Updated 10 months ago
- The official implement of paper "Does Federated Learning Really Need Backpropagation?"☆23Feb 9, 2023Updated 3 years ago
- Federated Learning Systems Paper List☆75Feb 7, 2024Updated 2 years ago
- ☆164Dec 23, 2022Updated 3 years ago
- [ICASSP 2023] FedAudio: A Federated Learning Benchmark for Audio and Speech Tasks☆50Feb 21, 2024Updated 2 years ago
- Repository for Interoperability of FATE☆12Dec 31, 2025Updated 2 months ago
- Define and run shared npm scripts of a monorepo using Yarn workspaces, Bolt, Lerna or pnpm☆15Oct 15, 2025Updated 4 months ago
- (CVPR 2024) Official Implementation of "FedSOL: Stabilized Orthogonal Learning with Proximal Restrictions in Federated Learning"☆15Jun 28, 2024Updated last year
- ☆30Jun 3, 2022Updated 3 years ago
- ICLR 2023 - FedFA: Federated Feature Augmentation☆59Mar 28, 2023Updated 2 years ago
- Official codes for ACM CIKM '22 full paper: Towards Federated Learning against Noisy Labels via Local Self-Regularization☆52Jan 30, 2025Updated last year
- A federated image segmentation method based on style transfer☆16Sep 28, 2024Updated last year
- Simulation codes for over-the-air federated learning via second-order optimization☆14Jan 27, 2022Updated 4 years ago
- [IEEE TMI'23] IOP-FL: Inside-Outside Personalization for Federated Medical Image Segmentation☆12Apr 2, 2023Updated 2 years ago
- A Survey on Vulnerability of Federated Learning: An Algorithm Perspective☆18May 30, 2024Updated last year
- Ditto: Fair and Robust Federated Learning Through Personalization (ICML '21)☆158Apr 30, 2022Updated 3 years ago
- Federated Learning for LLMs.☆250Feb 21, 2026Updated last week
- AAAI 2024 accepted paper, FedTGP: Trainable Global Prototypes with Adaptive-Margin-Enhanced Contrastive Learning for Data and Model Heter…☆63Dec 27, 2024Updated last year
- Tracking Ray Enhancement Proposals☆65Dec 17, 2025Updated 2 months ago
- KDD 2023 accepted paper, FedCP: Separating Feature Information for Personalized Federated Learning via Conditional Policy☆33Dec 17, 2024Updated last year
- Federated Fairness-aware Recommendation☆14Sep 2, 2022Updated 3 years ago
- Personalized federated learning codebase for research☆412Oct 4, 2023Updated 2 years ago
- NVIDIA Federated Learning Application Runtime Environment☆893Updated this week
- Federated Learning Simulator (FLSim) is a flexible, standalone core library that simulates FL settings with a minimal, easy-to-use API. F…☆267Aug 26, 2024Updated last year
- A paper summary of Backdoor Attack against Neural Network☆13Aug 9, 2019Updated 6 years ago