Development build for ashkan-pirmani/fl-kit@79a62ab (branch: dev-0.1)
Skip to content Skip to footer

Federated Learning toolkit for Life Sciences

Best Practices and Guidelines for advancing science while preserving privacy and conforming to regulations (WIP)

What can we help you find?

Browse content

FL Glossary

New to Federated Learning? Use this glossary to get up to speed on key terms and concepts, fast. No jargon, just clear explanations.

FL Life Cycle

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.

Framework Assembly

Explore how different tools and services come together in FL setups. Get practical guidance on building your own working framework.

Use Cases

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.

FL Community

Connect with others working in FL. Whether you want to share knowledge, ask questions, or join discussions, this is your place to plug in.

All Tools and Resources

Browse the full collection of tools, platforms, and services designed for Federated Learning. All in one place.

All Training Resources

Find every training guide, tutorial, and learning module featured in FLkit. Perfect for brushing up or diving deep.

Your Role

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.

Contributors icon

We welcome contributors!

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!

What's new?

  • Federated Learning Toolkit (FLkit) is here!

    First version of FLkit is here, hurra! Check it out at FLkit.

For more news please visit our news page.

Events

FLkit in numbers

29

Contributors
People of FLkit

Contributors icon
4

Tools & resources
Explained in the context of real world problems

Tools icon
37

Pages
Total number of pages

Pages icon