FATE-Board
Model debugger
A visualization tool for federated learning modeling to monitor and improve models
FATE's Visualization Toolkit
101 stars
26 watching
62 forks
Language: Java
last commit: almost 2 years agofatefederated-learningmachine-learningvisualization
Related projects:
| Repository | Description | Stars |
|---|---|---|
| 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-client | Provides tools and APIs for designing, scheduling, and running federated machine learning jobs in a secure and efficient manner. | 3 |
| federatedai/fate-flow | An end-to-end federated learning workflow platform for managing data and models across multiple parties | 53 |
| federatedai/fate-community | Documentation repository for a community-driven project focused on federated AI technology development and governance. | 25 |
| federatedai/fate-test | A collection of tools and tests for evaluating the performance of federated machine learning systems | 1 |
| federatedai/fate-cloud | An infrastructure tool for managing and securing collaborative data networks across organizations | 30 |
| federatedai/fate-builder | A tool designed to streamline the process of building and packaging FATE releases | 8 |
| federatedai/fate-llm | A framework for collaborative training of large language models in a privacy-preserving manner | 166 |
| federatedai/fate | Enables secure collaboration on data among multiple parties while protecting privacy and security | 5,750 |
| federatedai/eggroll | A framework for distributed machine learning | 242 |
| federatedai/ansiblefate | A tool that automates the deployment of FATE clusters using Ansible | 21 |
| federatedai/fedvision | A federated learning platform for computer vision tasks using PaddleFL and PaddleDetection | 112 |
 gaoliang13/feddc | Federated learning algorithm that adapts to non-IID data by decoupling and correcting for local drift | 81 |
 zlz0414/feddar | A framework for federated representation learning with domain awareness in multi-model scenarios. | 2 |
 mediabrain-sjtu/fedgela | This project enables federated learning across partially class-disjoint data with curated bilateral curation. | 11 |