完全去中心化联邦学习
☆33Aug 15, 2023Updated 2 years ago
Alternatives and similar repositories for decentralized_federated_learning
Users that are interested in decentralized_federated_learning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Decentralized federated learning of deep neural networks on non-iid data☆45Jun 9, 2022Updated 3 years ago
- Decentralized federated machine learning using peer-to-peer networks☆12Apr 11, 2023Updated 3 years ago
- A decentralised federated learning simulator☆15Oct 20, 2024Updated last year
- Python module for simulating gossip learning.☆40Mar 24, 2026Updated last month
- Code accompanying the paper "Decentralized Federated Learning through Proxy Model Sharing"☆85Jun 5, 2023Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆21Nov 10, 2023Updated 2 years ago
- The code for the paper "Blockchain Assisted Decentralized Federated Learning (BLADE-FL): Performance Analysis and Resource Allocation"☆32Sep 24, 2021Updated 4 years ago
- Fedstellar: A Platform for Decentralized Federated Learning☆15Jul 12, 2024Updated last year
- Federated learning + blockchain example☆12Sep 13, 2022Updated 3 years ago
- ☆19Jan 25, 2022Updated 4 years ago
- NEBULA: A Platform for Decentralized Federated Learning☆78Apr 16, 2026Updated 2 weeks ago
- The Project's goal is to simulate a decentralised approach to building machine learning models while protecting the privacy of users.☆17Sep 10, 2021Updated 4 years ago
- A powerful framework for decentralized federated learning with user-defined communication topology☆12Dec 14, 2021Updated 4 years ago
- ☆35Nov 21, 2022Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆11Jan 9, 2022Updated 4 years ago
- Personalized Client-Edge-Cloud Hierarchical Federated Learning on Non-IID Data☆11Sep 7, 2023Updated 2 years ago
- DeceFL: A Principled Decentralized Federated Learning Framework☆31Jan 25, 2023Updated 3 years ago
- MICCAI 2022 MELA Challenge: Mediastinal Lesion Analysis (3D Detection)☆11Jun 30, 2022Updated 3 years ago
- [UbiComp/IMWUT '23] Hierarchical Clustering-based Personalized Federated Learning for Robust and Fair Human Activity Recognition☆32Oct 20, 2025Updated 6 months ago
- 武汉大学本科毕设代码--图联邦学习系统设计与实现☆14Jun 5, 2023Updated 2 years ago
- A Decentralized Blockchain-Based Federated Learning Framework☆76Jul 10, 2023Updated 2 years ago
- This project proposes a decentralized federated learning framework based on blockchain, that is, a Block-chain-based Federated Learning f…☆117Apr 22, 2022Updated 4 years ago
- Algorithm: Decentralized Parallel Stochastic Gradient Descent☆47Sep 2, 2018Updated 7 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- [ICML 2022] "DisPFL: Towards Communication-Efficient Personalized Federated learning via Decentralized Sparse Training"☆83Jul 12, 2022Updated 3 years ago
- A blockchain-enable decentralized federated learning implement☆12Jul 10, 2023Updated 2 years ago
- Implementation of Federated Learning and Blockchain for training machine learning models using a decentralized approach thereby attemptin…☆30Aug 21, 2021Updated 4 years ago
- Github Repo for ICML 2022 paper: Communication-Efficient Adaptive Federated Learning☆10Nov 18, 2022Updated 3 years ago
- Source Code & Datasets for "Vertical Federated Principal Component Analysis and Its Kernel Extension on Feature-wise Distributed Data"☆12May 20, 2022Updated 3 years ago
- Official implementation of the paper "FedA3I: Annotation Quality-Aware Aggregation for Federated Medical Image Segmentation against Heter…☆15Jan 21, 2024Updated 2 years ago
- ☆10Mar 31, 2022Updated 4 years ago
- Code for "Practical Low-Rank Communication Compression in Decentralized Deep Learning"☆17Aug 4, 2020Updated 5 years ago
- ☆17Feb 7, 2024Updated 2 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.
- Traffic state data imputation☆11Aug 14, 2022Updated 3 years ago
- 中科大密码学大作业:在breast cancer数据集上实现了纵向联邦学习与标签差分隐私结合☆17Oct 25, 2023Updated 2 years ago
- A collection of leetcode, codewars and hackerrank questions☆11Sep 15, 2023Updated 2 years ago
- Client Selection for Federated Learning with Heterogeneous Resources in Mobile Edge☆42Jun 30, 2022Updated 3 years ago
- 这是一个基于Minist数据集的横向联邦学习实现☆16Apr 14, 2021Updated 5 years ago
- ☆12Dec 26, 2024Updated last year
- [NeurIPS 2022] SemiFL: Semi-Supervised Federated Learning for Unlabeled Clients with Alternate Training☆42Jul 19, 2023Updated 2 years ago