makgyver / flukeLinks
Federated learning framework made by researchers for researchers :)
☆43Updated last week
Alternatives and similar repositories for fluke
Users that are interested in fluke are comparing it to the libraries listed below
Sorting:
- Clustered Federated Learning: Model-Agnostic Distributed Multi-Task Optimization under Privacy Constraints☆174Updated 4 years ago
- This is a platform containing the datasets and federated learning algorithms in IoT environments.☆63Updated 6 months ago
- Federated Learning for Artificial Intelligence and Machine Learning☆17Updated last year
- Codebase for An Efficient Framework for Clustered Federated Learning.☆117Updated 4 years ago
- FedGroup, A Clustered Federated Learning framework based on Tensorflow☆42Updated 3 years ago
- PyTorch implementation of Federated Learning with Non-IID Data, and federated learning algorithms, including FedAvg, FedProx.☆123Updated 2 years ago
- Code for Subgraph Federated Learning with Missing Neighbor Generation (NeurIPS 2021)☆77Updated 3 years ago
- Python module for simulating gossip learning.☆40Updated last year
- FlexCFL: A clustered federated learning framework based on TF2.0. Support frameworks: FlexCFL, FedGroup, FedAvg, IFCA, FeSEM, et al.☆48Updated 2 years ago
- Oort: Efficient Federated Learning via Guided Participant Selection☆126Updated 3 years ago
- Official Code for FedGCN [NeurIPS 2023]☆69Updated 5 months ago
- Decentralized federated learning of deep neural networks on non-iid data☆45Updated 3 years ago
- Fair Resource Allocation in Federated Learning (ICLR '20)☆249Updated last year
- IJCAI-Personalized Federated Learning with Graph☆52Updated 2 years ago
- Official implementation of "FL-WBC: Enhancing Robustness against Model Poisoning Attacks in Federated Learning from a Client Perspective"…☆84Updated 5 years ago
- 📦 Collect some Asynchronous Federated Learning papers.☆116Updated last year
- ☆95Updated 3 years ago
- PyTorch implementation of Federated Learning algorithms FedSGD, FedAvg, FedAvgM, FedIR, FedVC, FedProx and standard SGD, applied to visua…☆76Updated 3 years ago
- NEBULA: A Platform for Decentralized Federated Learning☆66Updated last week
- [ACM MobiCom 2022] "PyramidFL: Fine-grained Data and System Heterogeneity-aware Client Selection for Efficient Federated Learning" by Che…☆71Updated 2 years ago
- Ditto: Fair and Robust Federated Learning Through Personalization (ICML '21)☆144Updated 3 years ago
- PyTorch implementation of FedProx (Federated Optimization for Heterogeneous Networks, MLSys 2020).☆108Updated 2 years ago
- Codes for FedKD☆56Updated 2 years ago
- Codes for the paper FedCor: Correlation-Based Active Client Selection Strategy for Heterogeneous Federated Learning☆45Updated 2 years ago
- An Edge-CLoud pYthon Platform for Simulated runtime Environments☆30Updated this week
- VeryFL is an experimental federated leraning framework embedded with blockchain☆105Updated 5 months ago
- [AAAI'22] FedProto: Federated Prototype Learning across Heterogeneous Clients☆154Updated 3 years ago
- Code accompanying the paper "Decentralized Federated Learning through Proxy Model Sharing"☆78Updated 2 years ago
- ☆82Updated last week
- Investigating Split Learning and Federate Learning☆82Updated 5 years ago