AI Agent Skills

Everything you want about DP-Based Federated Learning, including Papers and Code. (Mechanism: Laplace or Gaussian, Dataset: femnist, shakespeare, mnist, cifar-10 and fas…

An Industrial Grade Federated Learning Framework

Manage federated learning workload using cloud native technologies.

Flower: A Friendly Federated AI Framework

FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a cross-cloud scheduler, further e…

Master Federated Learning in 2 Hours—Run It on Your PC!

Breaching privacy in federated learning scenarios for vision and text

An easy-to-use federated learning platform

Cross-silo Federated Learning playground in Python. Discover 7 real-world federated datasets to test your new FL strategies and try to beat the leaderboard.

This project proposes a decentralized federated learning framework based on blockchain, that is, a Block-chain-based Federated Learning framework with Committee consensu…

A Flexible, Fast, Federated(3F) SQL Analysis Middleware for Multiple Data Sources

Kaapana is an open source toolkit for state of the art platform provisioning in the field of medical data analysis. The applications comprise AI-based workflows and fede…

Guide for authoring Apollo Federation subgraph schemas. Use this skill when: (1) creating new subgraph schemas for a federated supergraph, (2) defining or modifying enti…