An easy-to-use federated learning platform
☆1,542Aug 10, 2024Updated 2 years ago
Alternatives and similar repositories for FederatedScope
Users that are interested in FederatedScope are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Master Federated Learning in 2 Hours—Run It on Your PC!☆2,178Jan 25, 2026Updated 9 months ago
- Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)☆2,021Oct 18, 2026Updated last week
- A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.☆826Oct 20, 2025Updated last year
- FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a …☆4,070Oct 28, 2025Updated last year
- Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond☆2,102May 30, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆479Dec 12, 2024Updated last year
- Personalized federated learning codebase for research☆414Oct 4, 2023Updated 3 years ago
- FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai☆2,022Sep 3, 2022Updated 4 years ago
- A PyTorch Implementation of Federated Learning☆1,514Jul 25, 2024Updated 2 years ago
- FedScale is a scalable and extensible open-source federated learning (FL) platform.☆421Dec 18, 2023Updated 2 years ago
- Federated Learning Benchmark - Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)☆618Feb 26, 2024Updated 2 years ago
- Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data☆1,441May 7, 2024Updated 2 years ago
- An Industrial Grade Federated Learning Framework☆6,111Nov 19, 2024Updated last year
- 联邦学习☆1,155Mar 14, 2023Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Benchmark of federated learning. Dedicated to the community. 🤗☆692Oct 20, 2026Updated last week
- Leaf: A Benchmark for Federated Settings☆910Mar 24, 2023Updated 3 years ago
- Federated learning on graph, especially on graph neural networks (GNNs), knowledge graph, and private GNN.☆345Feb 21, 2024Updated 2 years ago
- A collection of Google research projects related to Federated Learning and Federated Analytics.☆764Mar 25, 2026Updated 7 months ago
- ☆126Jan 2, 2025Updated last year
- Federated Learning for LLMs.☆273Sep 4, 2026Updated last month
- Federated Optimization in Heterogeneous Networks (MLSys '20)☆734Mar 24, 2023Updated 3 years ago
- Shepherd: A foundational framework enabling federated instruction tuning for large language models☆254Jul 7, 2023Updated 3 years ago
- Flower: A Friendly Federated AI Framework☆7,194Updated this week
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- An experimental platform for federated learning.☆636Oct 20, 2026Updated last week
- All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.☆737Nov 16, 2025Updated 11 months ago
- Official code for "Federated Multi-Task Learning under a Mixture of Distributions" (NeurIPS'21)☆162Nov 7, 2022Updated 3 years ago
- Plato: A Research Framework for Federated Learning☆402Oct 8, 2026Updated 3 weeks ago
- An easy-to-use federated learning platform☆299Aug 23, 2023Updated 3 years ago
- Code and data accompanying the FedGen paper☆262Oct 31, 2024Updated last year
- This is a collection of research papers for Federated Learning for Large Language Models (FedLLM). And the repository will be continuousl…☆104Jul 17, 2025Updated last year
- ☆71Jun 2, 2023Updated 3 years ago
- PyTorch implementation of FedNova (NeurIPS 2020), and a class of federated learning algorithms, including FedAvg, FedProx.☆231Oct 21, 2020Updated 6 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Selective Aggregation for Low-Rank Adaptation in Federated Learning [ICLR 2025]☆71Apr 17, 2025Updated last year
- ☆162Dec 23, 2022Updated 3 years ago
- Personalized Federated Learning with Moreau Envelopes (pFedMe) using Pytorch (NeurIPS 2020)☆310Apr 18, 2022Updated 4 years ago
- Ditto: Fair and Robust Federated Learning Through Personalization (ICML '21)☆164Apr 30, 2022Updated 4 years ago
- [ICLR'21] FedBN: Federated Learning on Non-IID Features via Local Batch Normalization☆272Nov 13, 2025Updated 11 months ago
- ☆125Aug 14, 2024Updated 2 years ago
- An official implementation of "FedBiOT: LLM Local Fine-tuning in Federated Learning without Full Model", which has been accepted by KDD'2…☆64Mar 3, 2025Updated last year