Scikit-learn models can now be trained on distributed data with Flower.
Comparing the carbon footprint of centralized and federated machine learning using Flower.
MXNet is a highly efficient and flexible machine learning framework. With Flower you can now build MXNet federated learning workloads for the very first time.
Federated your existing PyTorch machine learning projects with Flower.
List of Ideas for Google Summer of Code 2021
How can we simulate a full Federated Learning system on a single machine?
Federated Learning is catching traction and it is now being used in several commercial applications and services. Check how you can deploy FL applications on Embedded Devices.
Can we build a fully-fledged Federated Learning system in less than 20 lines of code? Spoiler alert: yes, we can.
Today we are launching the Flower Blog!