Federated Learning Algorithm (Pytorch) : FedAvg, FedProx, MOON, SCAFFOLD, FedDyn
☆27Nov 6, 2024Updated last year
Alternatives and similar repositories for Federated-Learning-Non-IID
Users that are interested in Federated-Learning-Non-IID are comparing it to the libraries listed below
Sorting:
- Communication-efficient federated continual learning☆20Jan 3, 2023Updated 3 years ago
- (NeurIPS 2022) Official Implementation of "Preservation of the Global Knowledge by Not-True Distillation in Federated Learning"☆90Feb 24, 2023Updated 3 years ago
- Repo. for IPSN 2022 paper: "BalanceFL: Addressing Class Imbalance in Long-Tail Federated Learning".☆22Jul 22, 2022Updated 3 years ago
- This is an unofficial implementation of Federated Transfer Learning using UCI Smartphone dataset☆27Nov 27, 2024Updated last year
- ☆14May 5, 2022Updated 3 years ago
- ☆19Jul 5, 2023Updated 2 years ago
- Implementation of FedAvg, FedProx and qFedAvg using PyTorch☆18Apr 2, 2024Updated last year
- ☆18Mar 12, 2024Updated last year
- PyTorch implementation of Federated Learning algorithms FedSGD, FedAvg, FedAvgM, FedIR, FedVC, FedProx and standard SGD, applied to visua…☆79Feb 27, 2022Updated 4 years ago
- Implementation of Scaffold and Fedprox for Federated Learning using PyTorch☆24Jun 22, 2022Updated 3 years ago
- Source code for the ICML 2022 paper: "Orchestra: Unsupervised Federated Learning via Globally Consistent Clustering"☆60May 9, 2023Updated 2 years ago
- repo in several methods FedAvg, FedMD, FedProto, FedProx, FedHKD.☆27Nov 21, 2023Updated 2 years ago
- [AAAI'23] Federated Learning on Non-IID Graphs via Structural Knowledge Sharing☆69Nov 24, 2022Updated 3 years ago
- 一个轻量型联邦学习框架，支持支持本地仿真和实际部，支持通信参量、模型、数据的自由更改，支持通信及模型各种指标的观察 开发人员：Jiaxiang Geng/Songning Gao☆34Aug 5, 2024Updated last year
- The code in order to implement FedProx (ICPP 2020)☆29Nov 19, 2020Updated 5 years ago
- This is a implemention of FedAvg in paper Communication-Efficient Learning of Deep Networks from Decentralized Data.☆33Apr 22, 2021Updated 4 years ago
- Bilibili丸一口的笔录☆43Sep 27, 2025Updated 5 months ago
- ☆84Oct 23, 2024Updated last year
- (SIGKDD 2022) Connected Low-Loss Subspace Learning for a Personalization in Federated Learning (https://arxiv.org/abs/2109.07628)☆31Jul 18, 2024Updated last year
- Apply Federated Learning and Deep Learning (Deep Auto-encoder) to detect abnormal data for IoT devices.☆36Aug 16, 2022Updated 3 years ago
- Code for the IEEE IoTJ paper "Semi-Supervised Federated Learning Based Intrusion Detection Method for Internet of Things"☆33Dec 18, 2022Updated 3 years ago
- 用CGAN训练时频域特征生成特征样本，数据集非图片数据集，用到了dataset自定义的数据集。☆12Apr 30, 2022Updated 3 years ago
- ☆84Jan 6, 2022Updated 4 years ago
- BEAS: Blockchain Enabled Asynchronous & Secure Federated Machine Learning☆33Feb 19, 2021Updated 5 years ago
- [ICML 2022] "DisPFL: Towards Communication-Efficient Personalized Federated learning via Decentralized Sparse Training"☆84Jul 12, 2022Updated 3 years ago
- ☆10Dec 3, 2023Updated 2 years ago
- Electricity Theft Detection☆12May 8, 2019Updated 6 years ago
- 通过阅读Communication-Efficient Learning of Deep Networks from Decentralized Data与Robust and Communication-Efficient Federated Learning from …☆41Jul 28, 2022Updated 3 years ago
- 基于OpenCV深度学习神经网络人脸模块（OpenCV DNN Face）的实时人脸识别程序☆14Mar 7, 2023Updated 3 years ago
- Results of my master thesis. Conditional invertible neural networks in the freia framework were used to dertermine the CO2 concentration …☆10Jan 12, 2020Updated 6 years ago
- 强化学习论文复现☆10Nov 22, 2024Updated last year
- Implementation of "Federated Full-Parameter Tuning of Billion-Sized Language Models with Communication Cost under 18 Kilobytes" (https://…☆13May 6, 2024Updated last year
- Code for "A Local Machine Learning Approach for Fingerprint based Indoor Localization Code"☆11Mar 20, 2023Updated 2 years ago
- Repo for MobiSys 2021 paper: "ClusterFL: A Similarity-Aware Federated Learning System for Human Activity Recognition".☆39Apr 4, 2023Updated 2 years ago
- Implementation of the ChainsFL.☆36Jun 7, 2021Updated 4 years ago
- Contribution Measurement Experiment for Federated Learning☆10Jul 20, 2022Updated 3 years ago
- Edge Computing AI and Smart Contract☆10May 30, 2023Updated 2 years ago
- Code for Federated Generalized Bayesian Learning via Distributed Stein Variational Gradient Descent☆10Nov 19, 2020Updated 5 years ago
- Automatically download the cwru data set, and then divide it into training data set and test data set.自动下载cwru数据集，然后分训练数据集和测试数据集☆10Apr 28, 2022Updated 3 years ago