Supportive Resources

Provide useful information for this project, e.g., solution for a bug, implementation reference, and algorithm reference.

Federated Learning: https://en.wikipedia.org/wiki/Federated_learning; https://ai.googleblog.com/2017/04/federated-learning-collaborative.html; https://research.ibm.com/blog/what-is-federated-learning

FedML Homepage: https://fedml.ai/

FedML Open Source: https://github.com/FedML-AI

FedML Platform: https://open.fedml.ai

FedML Use Cases: https://open.fedml.ai/platform/appStore

FedML Documentation: https://doc.fedml.ai

FedML Research: https://fedml.ai/research-papers/

A blog post introducing our latest progress: https://medium.com/@FedML/fedml-ai-platform-releases-the-worlds-federated-learning-open-platform-on-public-cloud-with-an-8024e68a70b6

Some blogs introducing FedML

FedML Has Upgraded From Open Source Research Library to an Industrialized Platform

https://medium.com/@FedML/fedml-has-upgraded-from-open-source-research-library-to-industrialized-platform-f862cbc89fe7

FedML Open Platform — the world’s first open platform for federated machine learning under the public cloud

https://medium.com/@FedML/fedml-open-platform-the-worlds-first-open-platform-for-federated-machine-learning-under-the-22efab044a7e

FedML Releases Android SDK for Federated Learning

https://medium.com/@FedML/fedml-releases-android-sdk-for-federated-learning-edfb1fb9756b

FedML IoT SDK for Applications on the Internet of Things

https://medium.com/@FedML/fedml-iot-sdk-for-applications-on-the-internet-of-things-ffd2e6589178

Three-in-one Strategy for Open Collaboration: Open Source, Open Platform, Collaborative Application Ecosystem

https://medium.com/@FedML/three-in-one-strategy-for-open-collaboration-open-source-open-platform-collaborative-application-8fa3685276fe

FedML Releases Simple and flexible APIs, Boosting Innovation in Algorithm and System Optimization

https://medium.com/@FedML/fedml-releases-simple-and-flexible-apis-boosting-innovation-in-algorithm-and-system-optimization-b21c2f4b88c8

https://medium.com/@FedML

Android Developer Tutorials

Build Your First Android App in Java Video: Android Development for Beginners Android Room with a View Background Work with WorkManager

More Android resources

• FedML Android demo
• javaTpoint
• GeeksforGeeks
• Codelabs

Useless resources since we are not going to use Kotlin.

• Build your first app
• Training courses

  • Android Basics with Compose
  • Android Basics in Kotlin
  • Jetpack Compose for Android developers
  • Modern Android app architecture
  • Kotlin coroutines
• Connectivity
• Testing
• Security best practices

Django REST resources

• Writing your first Django app, part 1
• Django REST Framework Quickstart
• freeCodeCamp.org video

flower resources

• Flower How-to guides
• Flower Summit 2021 | On-Device Federated Training with Flower