FATE-Flow
Federated Learning Platform
An end-to-end federated learning workflow platform for managing data and models across multiple parties
Solution for deploying and managing end-to-end federated learning workflows
53 stars
22 watching
48 forks
Language: Python
last commit: 1 day ago data-managementmodel-managementpipelinesresource-managementworkflow
Related projects:
Repository | Description | Stars |
---|---|---|
federatedai/fate-client | Provides tools and APIs for designing, scheduling, and running federated machine learning jobs in a secure and efficient manner. | 3 |
federatedai/fate-serving | A high-performance serving system for federated learning models, providing support for online algorithms, real-time inference, and model management. | 138 |
federatedai/fate-board | A visualization tool for federated learning modeling to monitor and improve models | 101 |
federatedai/fate-test | A collection of tools and tests for evaluating the performance of federated machine learning systems | 1 |
federatedai/fate-llm | A framework for collaborative training of large language models in a privacy-preserving manner | 166 |
federatedai/fate-community | Documentation repository for a community-driven project focused on federated AI technology development and governance. | 25 |
alibaba/federatedscope | A comprehensive platform for federated learning, providing an event-driven architecture and flexible customization for various tasks in academia and industry. | 1,335 |
ibm/federated-learning-lib | A framework for collaborative distributed machine learning in enterprise environments. | 500 |
cuis15/fcfl | An implementation of Fair and Consistent Federated Learning using Python. | 20 |
symbioticlab/fedscale | A federated learning platform with tools and datasets for scalable and extensible machine learning experimentation | 390 |
federatedai/fate | Enables secure collaboration on data among multiple parties while protecting privacy and security | 5,750 |
scaleoutsystems/fedn | An open source federated learning framework designed to be secure, scalable and easy-to-use for enterprise environments | 145 |
federatedai/fate-cloud | An infrastructure tool for managing and securing collaborative data networks across organizations | 30 |
federatedai/fedvision | A federated learning platform for computer vision tasks using PaddleFL and PaddleDetection | 112 |
haozzh/fedcr | Evaluates various methods for federated learning on different models and tasks. | 19 |