Federated Analytics Python Packages

flwr

Flower: A Friendly Federated AI Framework

flwr-nightly

Flower: A Friendly Federated AI Framework

nvflare

NVIDIA Federated Learning Application Runtime Environment

flwr-datasets

Flower: A Friendly Federated AI Framework

openfl-nightly

An Open Framework for Federated Learning.

vertimosaic

VertiMosaic is an open-source framework for cross-industry vertical federated learning on tabular data, enabling organizations with complementary features to collaboratively train models while keeping raw data local.

openfl

An Open Framework for Federated Learning.

monai-nvflare

NVIDIA Federated Learning Application Runtime Environment

nvflare-nightly

NVIDIA Federated Learning Application Runtime Environment

nvflare-light

NVIDIA Federated Learning Application Runtime Environment

flwr-tune

Flower: A Friendly Federated AI Framework

metisfl

The first open Federated Learning framework implemented in C++ and Python.

openfl-nightly-testing-01

An Open Framework for Federated Learning.