PyTorch Federated Learning (easy to use and extend)
☆298Jan 4, 2024Updated 2 years ago
Alternatives and similar repositories for pytorch_federated_learning
Users that are interested in pytorch_federated_learning are comparing it to the libraries listed below
Sorting:
- FedD3: Federated Learning via Decentralized Dataset Distillation☆31Apr 8, 2023Updated 2 years ago
- Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)☆1,951Oct 5, 2025Updated 5 months ago
- ☆888Jul 27, 2024Updated last year
- Master Federated Learning in 2 Hours—Run It on Your PC!☆2,068Jan 25, 2026Updated last month
- Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond☆2,064May 30, 2024Updated last year
- A PyTorch Implementation of Federated Learning☆1,505Jul 25, 2024Updated last year
- Benchmark of federated learning. Dedicated to the community. 🤗☆676Jan 25, 2026Updated last month
- A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.☆823Oct 20, 2025Updated 4 months ago
- An experimental platform for federated learning.☆619Jun 4, 2025Updated 9 months ago
- Federated Learning Benchmark - Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)☆613Feb 26, 2024Updated 2 years ago
- ☆184Mar 14, 2023Updated 2 years ago
- 联邦学习☆1,153Mar 14, 2023Updated 2 years ago
- Official code for "Federated Learning under Heterogeneous and Correlated Client Availability" (INFOCOM'23)☆29Jan 7, 2023Updated 3 years ago
- FL-based intrusion detection system development using model averaging.☆43Dec 18, 2022Updated 3 years ago
- The implementation of FedMix☆11Aug 18, 2022Updated 3 years ago
- Research code that accompanies the paper FedCL: Federated Multi-Phase Curriculum Learning to Synchronously Correlate User Heterogeneity.☆21Aug 30, 2023Updated 2 years ago
- Handy PyTorch implementation of Federated Learning (for your painless research)☆466Nov 16, 2023Updated 2 years ago
- 🔨 A toolbox for federated learning, aiming to provide implementations of FedAvg, FedProx, Ditto, etc. in multiple versions, such as Pyto…☆66Oct 6, 2023Updated 2 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
- Implementation of dp-based federated learning framework using PyTorch☆315Jan 3, 2026Updated 2 months ago
- ☆84Oct 23, 2024Updated last year
- Implementation of Federated Learning algorithms such as FedAvg, FedAvgM, SCAFFOLD, FedOpt, Mime using PyTorch.☆12Jan 2, 2023Updated 3 years ago
- FedVCK: Non-IID Robust and Communication-Efficient Federated Learning via Valuable Condensed Knowledge for Medical Image Analysis, Accept…☆20Feb 19, 2025Updated last year
- repo in several methods FedAvg, FedMD, FedProto, FedProx, FedHKD.☆27Nov 21, 2023Updated 2 years ago
- Everything you want about DP-Based Federated Learning, including Papers and Code. (Mechanism: Laplace or Gaussian, Dataset: femnist, shak…☆421Oct 26, 2024Updated last year
- Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data☆1,431May 7, 2024Updated last year
- Federated Learning Algorithm (Pytorch) : FedAvg, FedProx, MOON, SCAFFOLD, FedDyn☆27Nov 6, 2024Updated last year
- Implementation of SCAFFOLD: Stochastic Controlled Averaging for Federated Learning☆77Jan 10, 2026Updated last month
- Implement FedAvg algorithm based on Tensorflow☆265Dec 6, 2020Updated 5 years ago
- Repo on unlearning in FL. FYP22002@HKUCS.☆15Apr 22, 2023Updated 2 years ago
- FedAvg code with privacy protection function, the application of Paillier homomorphic encryption algorithm and differential privacy, diff…☆133Sep 30, 2024Updated last year
- 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
- code for paper "Towards Unbiased Training in Federated Open-world Semi-supervised Learning"☆17Aug 15, 2023Updated 2 years ago
- Federated Learning for Bird's Eye View Perception Based on Multi-Camera Data☆17Dec 7, 2023Updated 2 years ago
- Standard federated learning implementations in FedLab and FL benchmarks.☆153Jan 29, 2024Updated 2 years ago
- ☆14Mar 13, 2023Updated 2 years ago
- This repository contains the official implementation for the manuscript: Make Landscape Flatter in Differentially Private Federated Lear…☆56Oct 12, 2025Updated 4 months ago
- A simple Asynchronous Federated Learning!☆11Dec 24, 2024Updated last year
- ☆11Feb 19, 2022Updated 4 years ago