FedML-AI / FedMLLinks
FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a cross-cloud scheduler, further enables running any AI jobs on any GPU cloud or on-premise cluster. Built on this library, TensorOpera AI (https://TensorOpera.ai) is your generative AI platform at scale.
☆3,934Updated last month
Alternatives and similar repositories for FedML
Users that are interested in FedML are comparing it to the libraries listed below
Sorting:
- FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai☆1,982Updated 3 years ago
- An easy-to-use federated learning platform☆1,459Updated last year
- Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data☆1,378Updated last year
- Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond☆2,002Updated last year
- A PyTorch Implementation of Federated Learning☆1,442Updated last year
- Leaf: A Benchmark for Federated Settings☆887Updated 2 years ago
- A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.☆788Updated last year
- An open-source framework for machine learning and other computations on decentralized data.☆2,397Updated this week
- All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.☆707Updated 10 months ago
- Master Federated Learning in 2 Hours—Run It on Your PC!☆1,893Updated 2 weeks ago
- Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)☆1,820Updated 3 weeks ago
- An experimental platform for federated learning.☆601Updated 3 months ago
- A collection of Google research projects related to Federated Learning and Federated Analytics.☆732Updated 3 months ago
- A unified framework for privacy-preserving data analysis and machine learning☆2,531Updated 2 months ago
- An Industrial Grade Federated Learning Framework☆5,971Updated 10 months ago
- Federated Optimization in Heterogeneous Networks (MLSys '20)☆693Updated 2 years ago
- ☆873Updated last year
- 联邦学习☆1,113Updated 2 years ago
- Everything about Federated Learning (papers, tutorials, etc.) -- 联邦学习☆628Updated 4 years ago
- Federated Learning Benchmark - Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)☆609Updated last year
- A library for federated learning (a distributed machine learning process) in an enterprise environment.☆516Updated this week
- resources about federated learning and privacy in machine learning☆541Updated last year
- Federated Deep Learning in PaddlePaddle☆511Updated 2 years ago
- A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning.☆477Updated 2 years ago
- Training PyTorch models with differential privacy☆1,848Updated this week
- Benchmark of federated learning. Dedicated to the community. 🤗☆632Updated this week
- A federated learning framework to support scalable and reproducible research☆378Updated 10 months ago
- An Open Framework for Federated Learning.☆802Updated 2 weeks ago
- Flower: A Friendly Federated AI Framework☆6,237Updated this week
- Handy PyTorch implementation of Federated Learning (for your painless research)☆450Updated last year