☆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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond☆2,080May 30, 2024Updated 2 years ago
- 联邦学习☆1,150Mar 14, 2023Updated 3 years ago
- A PyTorch Implementation of Federated Learning☆1,516Jul 25, 2024Updated last year
- Master Federated Learning in 2 Hours—Run It on Your PC!☆2,130Jan 25, 2026Updated 4 months ago
- An Industrial Grade Federated Learning Framework☆6,077Nov 19, 2024Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Overview of Federal Learning☆300Feb 10, 2023Updated 3 years ago
- Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)☆1,992May 20, 2026Updated 3 weeks ago
- Implement FedAvg algorithm based on Tensorflow☆267Dec 6, 2020Updated 5 years ago
- A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.☆826Oct 20, 2025Updated 7 months ago
- Everything about Federated Learning (papers, tutorials, etc.) -- 联邦学习☆635Apr 28, 2021Updated 5 years ago
- FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai☆2,016Sep 3, 2022Updated 3 years ago
- Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data☆1,438May 7, 2024Updated 2 years ago
- PyTorch Federated Learning (easy to use and extend)☆297Jan 4, 2024Updated 2 years ago
- Everything you want about DP-Based Federated Learning, including Papers and Code. (Mechanism: Laplace or Gaussian, Dataset: femnist, shak…☆422Oct 26, 2024Updated last year
- 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.
- Federated Learning Benchmark - Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)☆616Feb 26, 2024Updated 2 years ago
- Federated Optimization in Heterogeneous Networks (MLSys '20)☆730Mar 24, 2023Updated 3 years ago
- FedAI 社区中文文档☆138May 10, 2024Updated 2 years ago
- FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a …☆4,048Oct 28, 2025Updated 7 months ago
- All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.☆733Nov 16, 2025Updated 6 months ago
- Benchmark of federated learning. Dedicated to the community. 🤗☆682Jan 25, 2026Updated 4 months ago
- An easy-to-use federated learning platform☆1,532Aug 10, 2024Updated last year
- An experimental platform for federated learning.☆629Jun 4, 2025Updated last year
- Implementation of dp-based federated learning framework using PyTorch☆321Jan 3, 2026Updated 5 months ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Standard federated learning implementations in FedLab and FL benchmarks.☆155Jan 29, 2024Updated 2 years ago
- Galaxy Federated Learning Framework （星际联邦学习框架）☆252Jan 14, 2023Updated 3 years ago
- 完全去中心化联邦学习☆33Aug 15, 2023Updated 2 years ago
- Simulate a federated setting and run differentially private federated learning.☆391Mar 7, 2025Updated last year
- Official implementation of our work "Collaborative Fairness in Federated Learning."☆55May 28, 2024Updated 2 years ago
- FedTorch is a generic repository for benchmarking different federated and distributed learning algorithms using PyTorch Distributed API.☆193Apr 11, 2025Updated last year
- ☆110Mar 2, 2021Updated 5 years ago
- ☆75Oct 30, 2023Updated 2 years ago
- 基于《A Little Is Enough: Circumventing Defenses For Distributed Learning》的联邦学习攻击模型☆65May 22, 2020Updated 6 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- A collection of Google research projects related to Federated Learning and Federated Analytics.☆753Mar 25, 2026Updated 2 months 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☆413Oct 4, 2023Updated 2 years ago
- ☆178Oct 24, 2024Updated last year
- ☆201Aug 16, 2024Updated last year
- ☆185Mar 14, 2023Updated 3 years ago
- ⚔️ Blades: A Unified Benchmark Suite for Attacks and Defenses in Federated Learning☆155Feb 16, 2025Updated last year