FedGroup, A Clustered Federated Learning framework based on Tensorflow
☆42Dec 2, 2021Updated 4 years ago
Alternatives and similar repositories for GrouProx
Users that are interested in GrouProx are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- FlexCFL: A clustered federated learning framework based on TF2.0. Support frameworks: FlexCFL, FedGroup, FedAvg, IFCA, FeSEM, et al.☆54Nov 16, 2022Updated 3 years ago
- ☆26Apr 3, 2020Updated 6 years ago
- Clustered Federated Learning: Model-Agnostic Distributed Multi-Task Optimization under Privacy Constraints☆188Mar 16, 2021Updated 5 years ago
- Codebase for An Efficient Framework for Clustered Federated Learning.☆124Oct 22, 2020Updated 5 years ago
- ☆24Dec 4, 2023Updated 2 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Simulation-based performance analysis of server-less Blockchain-enabled Federated Learning☆39May 13, 2025Updated last year
- Federated Optimization in Heterogeneous Networks (MLSys '20)☆733Mar 24, 2023Updated 3 years ago
- ☆41Dec 8, 2021Updated 4 years ago
- Blockchain federated learning☆14Sep 26, 2022Updated 3 years ago
- This repository contains the code for the paper accepted by IJCAI-2022: Adapt to Adaptation: Learning Personalization for Cross-Silo Fede…☆12Sep 2, 2022Updated 4 years ago
- Implementation of the paper "Self-Balancing Federated Learning With Global Imbalanced Data in Mobile Systems"☆46Dec 3, 2023Updated 2 years ago
- ☆15Dec 15, 2023Updated 2 years ago
- Federated learning on blockchain using smart contracts. Distributed privacy-preserving data science technology.☆51Apr 16, 2023Updated 3 years ago
- ☆11Dec 8, 2020Updated 5 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- [NeurIPS 2019 FL workshop] Federated Learning with Local and Global Representations☆244Jul 25, 2024Updated 2 years ago
- For NUS PhD Students and Staffs, just one click to open the research papers on Google Scholar/IEEE/ACM, etc. with this script.☆24Jul 11, 2024Updated 2 years ago
- A Proof-of-Stake (PoS) blockchain-based Federated Learning framework with a validation scheme robust against the distorted local model up…☆23Sep 11, 2023Updated 2 years ago
- Repository that contains the code for the paper titled, 'Unifying Distillation with Personalization in Federated Learning'.☆14May 31, 2021Updated 5 years ago
- FedML-Mobile: Federated Learning Research Library for Android and iOS Smartphones (supported by FedML framework)☆25Jul 2, 2022Updated 4 years ago
- SCAFFOLD and FedAvg implementation☆61Jul 20, 2021Updated 5 years ago
- A simulation framework for Federated Learning written in PyTorch☆206Apr 9, 2022Updated 4 years ago
- ☆35May 23, 2021Updated 5 years ago
- Official Code for PACFL AAAI 2023☆45Aug 6, 2023Updated 3 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- DFL working group☆32May 14, 2024Updated 2 years ago
- A distributed fedrated learning system on the blockchain.☆64Jan 20, 2019Updated 7 years ago
- Simple simulation of federated learning (FedAvg) using Flower framework☆23Dec 8, 2021Updated 4 years ago
- Similarity Guided Model Aggregation for Federated Learning☆26Mar 22, 2022Updated 4 years ago
- A summay of existing works on vertical federated/split learning☆15Nov 28, 2021Updated 4 years ago
- PyTorch Implementation of Personalized federated learning with theoretical guarantees: A model-agnostic meta-learning approach☆57Feb 1, 2023Updated 3 years ago
- BEAS: Blockchain Enabled Asynchronous & Secure Federated Machine Learning☆33Feb 19, 2021Updated 5 years ago
- ☆13Feb 16, 2023Updated 3 years ago
- ☆19Jan 8, 2021Updated 5 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Implementation of Federated Learning and Blockchain for training machine learning models using a decentralized approach thereby attemptin…☆30Aug 21, 2021Updated 5 years ago
- Practical One-Shot Federated Learning for Cross-Silo Setting☆42May 21, 2021Updated 5 years ago
- 分类任务的 Focal Loss,PyTorch 实现☆10Jun 13, 2023Updated 3 years ago
- On the Convergence of FedAvg on Non-IID Data☆274Dec 7, 2022Updated 3 years ago
- Unofficial Pytorch implementation of "Federated Meta-Learning with Fast Convergence and Efficient Communication"☆80Aug 15, 2020Updated 6 years ago
- Democratize access to data, decentralize Artificial intelligence and enhance user privacy with Federated learning and Blockchain.☆192Aug 24, 2021Updated 5 years ago
- Implementation Of BlockChain In Python From Scratch With Your Own Cryptocurrency Like Bitcoin Able to mine Blockchain☆10Sep 22, 2018Updated 7 years ago