FedML-AI
Is there any implements of horizontal federated learning on real world dataset
Hi, I am interested in horizontal federated learning, Can I implement horizontal federated learning on real life datasets?
@emrekapusuzz do you mean customizing the data loader or a new dataset?
New dataset for example from kaggle, I didn't see any other implementation about this so I wanted to ask.
@emrekapusuzz yes. you can customize whatever data loader as you like by following the FedMLRunner API. Please check our examples at:
https://github.com/FedML-AI/FedML/tree/master/python/examples
and many applications' implementations at:
https://github.com/FedML-AI/FedML/tree/master/python/app
The latest FedML version supports many more horizontal Federated Learning applications across various domains as well as in healthcare: https://github.com/FedML-AI/FedML/tree/master/python/app/healthcare.
