Best Practices and Guidelines for advancing science while preserving privacy and conforming to regulations (WIP)
New to Federated Learning? Use this glossary to get up to speed on key terms and concepts, fast. No jargon, just clear explanations.
Get an overview of how data and models move through the Federated Learning process. Understand each stage so you can better plan, build, and manage your FL projects.
Explore how different tools and services come together in FL setups. Get practical guidance on building your own working framework.
Check out real examples of how FL is being used in the wild. See what is worked, what has not, and get inspired for your own projects.
Connect with others working in FL. Whether you want to share knowledge, ask questions, or join discussions, this is your place to plug in.
Browse the full collection of tools, platforms, and services designed for Federated Learning. All in one place.
Find every training guide, tutorial, and learning module featured in FLkit. Perfect for brushing up or diving deep.
See what matters most for your role, whether you are a developer, data steward, or project lead. Get the tools and guidance that fit your responsibilities in FL projects.
This project would not be possible without the many amazing community contributors. FLkit is an open community project, and you are welcome to join us!
Contributors
People of FLkit
Tools & resources
Explained in the context of real world problems
Pages
Total number of pages