Metadata-Version: 2.1
Name: nvflare-nightly
Version: 1.1.0.dev210816
Summary: Federated Learning Application Runtime Environment
Home-page: https://github.com/NVIDIA/NVFlare
License: UNKNOWN
Platform: UNKNOWN
Classifier: Programming Language :: Python :: 3
Classifier: License :: Other/Proprietary License
Classifier: Operating System :: OS Independent
Requires-Python: >=3.8,<3.9
Description-Content-Type: text/markdown
Requires-Dist: PyYAML
Requires-Dist: cryptography
Requires-Dist: google-api-python-client
Requires-Dist: grpcio
Requires-Dist: numpy
Requires-Dist: psutil
Requires-Dist: rich
Requires-Dist: tenseal (==0.3.0)

**NV**IDIA **F**ederated **L**earning **A**pplication **R**untime **E**nvironment


[NVFlare](https://nvidia.github.io/NVFlare) enables researchers to collaborate and build AI models without sharing private data. 

NVFlare 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. 

NVFlare 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 - [NVFlare](https://nvidia.github.io/NVFlare).


## Installation

To install [the current release](https://pypi.org/project/nvflare), you can simply run:

```bash
pip install nvflare
```

To install [the nightly release](https://pypi.org/project/nvflare-nightly), you can simply run:

```bash
pip install nvflare-nightly
```

## Third party license

pyyaml: https://github.com/yaml/pyyaml/blob/master/LICENSE (MIT)

grpcio: https://pypi.org/project/grpcio/ (Apache 2.0)

google-api-python-client: https://github.com/googleapis/google-api-python-client/blob/master/LICENSE (Apache 2.0)

psutil: https://github.com/giampaolo/psutil/blob/master/LICENSE (BSD 3-Clause)

cryptography: https://github.com/pyca/cryptography/blob/main/LICENSE (BSD, Apache and PSF)

rich: https://github.com/willmcgugan/rich/blob/master/LICENSE (MIT)

tenseal: https://github.com/OpenMined/TenSEAL/blob/master/LICENSE (Apache 2.0)


## License

By installing the software, you agree to the [license terms](https://developer.download.nvidia.com/assets/Clara/nvidia_nvflare_license.pdf).


