☆891Jul 27, 2024Updated last year
Alternatives and similar repositories for Practicing-Federated-Learning
Users that are interested in Practicing-Federated-Learning are comparing it to the libraries listed below
Sorting:
- Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond☆2,069May 30, 2024Updated last year
- 联邦学习☆1,149Mar 14, 2023Updated 3 years ago
- A PyTorch Implementation of Federated Learning☆1,509Jul 25, 2024Updated last year
- Master Federated Learning in 2 Hours—Run It on Your PC!☆2,089Jan 25, 2026Updated last month
- An Industrial Grade Federated Learning Framework☆6,054Nov 19, 2024Updated last year
- Overview of Federal Learning☆297Feb 10, 2023Updated 3 years ago
- Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)☆1,957Oct 5, 2025Updated 5 months ago
- Implement FedAvg algorithm based on Tensorflow☆265Dec 6, 2020Updated 5 years ago
- A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.☆823Oct 20, 2025Updated 5 months ago
- Everything about Federated Learning (papers, tutorials, etc.) -- 联邦学习☆634Apr 28, 2021Updated 4 years ago
- FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai☆2,005Sep 3, 2022Updated 3 years ago
- Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data☆1,434May 7, 2024Updated last year
- PyTorch Federated Learning (easy to use and extend)☆298Jan 4, 2024Updated 2 years ago
- Everything you want about DP-Based Federated Learning, including Papers and Code. (Mechanism: Laplace or Gaussian, Dataset: femnist, shak…☆423Oct 26, 2024Updated last year
- FedAI 社区中文文档☆139May 10, 2024Updated last year
- Federated Learning Benchmark - Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)☆614Feb 26, 2024Updated 2 years ago
- Federated Optimization in Heterogeneous Networks (MLSys '20)☆725Mar 24, 2023Updated 2 years ago
- FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a …☆4,018Oct 28, 2025Updated 4 months ago
- All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.☆729Nov 16, 2025Updated 4 months ago
- An easy-to-use federated learning platform☆1,522Aug 10, 2024Updated last year
- Benchmark of federated learning. Dedicated to the community. 🤗☆675Jan 25, 2026Updated last month
- An experimental platform for federated learning.☆626Jun 4, 2025Updated 9 months ago
- Implementation of dp-based federated learning framework using PyTorch☆317Jan 3, 2026Updated 2 months ago
- Standard federated learning implementations in FedLab and FL benchmarks.☆156Jan 29, 2024Updated 2 years ago
- Galaxy Federated Learning Framework (星际联邦学习框架)☆254Jan 14, 2023Updated 3 years ago
- 完全去中心化联邦学习☆32Aug 15, 2023Updated 2 years ago
- Simulate a federated setting and run differentially private federated learning.☆388Mar 7, 2025Updated last year
- Official implementation of our work "Collaborative Fairness in Federated Learning."☆55May 28, 2024Updated last year
- FedTorch is a generic repository for benchmarking different federated and distributed learning algorithms using PyTorch Distributed API.☆193Apr 11, 2025Updated 11 months ago
- ☆109Mar 2, 2021Updated 5 years ago
- ☆76Oct 30, 2023Updated 2 years ago
- A collection of Google research projects related to Federated Learning and Federated Analytics.☆746Jun 10, 2025Updated 9 months ago
- 基于《A Little Is Enough: Circumventing Defenses For Distributed Learning》的联邦学习攻击模型☆65May 22, 2020Updated 5 years ago
- [ICML 2022] "DisPFL: Towards Communication-Efficient Personalized Federated learning via Decentralized Sparse Training"☆83Jul 12, 2022Updated 3 years ago
- Personalized federated learning codebase for research☆412Oct 4, 2023Updated 2 years ago
- ☆179Oct 24, 2024Updated last year
- ☆200Aug 16, 2024Updated last year
- ☆184Mar 14, 2023Updated 3 years ago
- ⚔️ Blades: A Unified Benchmark Suite for Attacks and Defenses in Federated Learning☆156Feb 16, 2025Updated last year