Skip to content
forked from NVIDIA/NVFlare

NVIDIA Federated Learning Application Runtime Environment

License

Notifications You must be signed in to change notification settings

mgechols/NVFlare

This branch is 632 commits behind NVIDIA/NVFlare:dev.

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 Cannot retrieve latest commit at this time.
Sep 8, 2022
Aug 31, 2022
Sep 23, 2022
Sep 19, 2022
Sep 30, 2022
Sep 28, 2022
Sep 22, 2022
Sep 29, 2022
Aug 31, 2022
Sep 28, 2022
Mar 8, 2022
Sep 22, 2022
Apr 28, 2022
Jun 30, 2022
May 12, 2022
Jan 7, 2022
Jan 7, 2022
Nov 23, 2021
Mar 8, 2022
Jun 15, 2022
Jan 5, 2022
Sep 8, 2022
Mar 8, 2022
Aug 19, 2022
Apr 19, 2022
Sep 26, 2022
Nov 23, 2021
Aug 20, 2022
Mar 8, 2022
Sep 28, 2022
Mar 8, 2022

Repository files navigation

NVIDIA Federated Learning Application Runtime Environment

NVIDIA FLARE enables researchers to collaborate and build AI models without sharing private data.

NVIDIA FLARE is a standalone python library designed to enable federated learning amongst different parties using their local secure protected data for client-side training, at the same time it includes capabilities to coordinate and exchange progressing of results across all sites to achieve better global model while preserving data privacy. The participating clients can be in any part of the world.

NVIDIA FLARE builds on a flexible and modular architecture and is abstracted through APIs allowing developers & researchers to customize their implementation of functional learning components in a Federated Learning paradigm.

Learn more - NVIDIA FLARE.

Installation

To install the current release, you can simply run:

pip install nvflare

Third party license

See 3rdParty folder for their license files.

About

NVIDIA Federated Learning Application Runtime Environment

Resources

License

Code of conduct

Stars

Watchers

Forks

Packages

No packages published

Languages

  • Python 98.9%
  • Shell 1.1%