README.md

Getting Started with NVFlare (scikit-learn)

We provide examples to quickly get you started using NVFlare's Job API. All examples in this folder are based on using scikit-learn, a popular library for general machine learning with Python.

Setup environment

First, install nvflare and dependencies:

pip install -r requirements.txt

Examples

You can also run any of the below scripts directly using

python "script_name.py"

1. Federated K-Means Clustering

Implementation of K-Means. For more details see this example.

python kmeans_script_runner_higgs.py

Note

More examples can be found at https://nvidia.github.io/NVFlare.