GitHub topics: federated-learning-algorithm
theurn15/blockchain
A concise demo repository showcasing a simplified, educational implementation of a blockchain‐driven federated learning workflow (using logistic regression) based on our recent paper. Includes encrypted model‐weight transactions, proof‐of‐work mining, and a basic complaint‐handling framework.
Language: Python - Size: 12.7 KB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 0 - Forks: 0
srijith1996/FSL-SAGE
Federated Split Learning via Smashed Activation Gradient Estimation
Language: Python - Size: 195 MB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 0 - Forks: 0
GalaxyLearning/GFL
Galaxy Federated Learning Framework （星际联邦学习框架）
Language: Python - Size: 2.27 MB - Last synced at: 19 days ago - Pushed at: over 2 years ago - Stars: 251 - Forks: 60
denpalrius/bft-federated-learning
Federated Learning with Byzantine Fault Tolerance
Language: Jupyter Notebook - Size: 11.1 MB - Last synced at: 2 months ago - Pushed at: 6 months ago - Stars: 2 - Forks: 0
hughyi/Research-Project
Advised by Prof. Jungmin So - spring '23
Language: Python - Size: 304 KB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0
ceylanmesut/Federated-Learning-for-Respiratory-Disease-Classification-from-Audio-Recordings-in-Pandemic-Scenario
Federated Learning for Respiratory Disease Classification from Audio Recordings in a Pandemic Scenario
Language: Jupyter Notebook - Size: 4.57 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0
carbynestack/nettle
Flower-based Privacy-Preserving Federated Learning with secure aggregation using Carbyne Stack
Language: Python - Size: 203 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 6 - Forks: 0
cap-ntu/FedReID
Implementation of Federated Learning to Person Re-identification (Code for ACMMM 2020 paper)
Language: Python - Size: 350 KB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 81 - Forks: 17
officialarijit/Fed-ReMECS-mqtt
A Federated Learning Method for Real-time Emotion State Classification from Multi-modal Streaming
Language: Python - Size: 146 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 5 - Forks: 1
