Metadata-Version: 2.1
Name: fvgp
Version: 3.2.11
Summary: Python package for highly flexible function-valued Gaussian processes (fvGP)
Home-page: https://github.com/MarcusMichaelNoack/fvgp
Author: Marcus Michael Noack
Author-email: MarcusNoack@lbl.gov
License: GNU General Public License v3
Keywords: fvgp
Platform: UNKNOWN
Classifier: Development Status :: 2 - Pre-Alpha
Classifier: Intended Audience :: Developers
Classifier: License :: OSI Approved :: GNU General Public License v3 (GPLv3)
Classifier: Natural Language :: English
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.5
Classifier: Programming Language :: Python :: 3.6
Classifier: Programming Language :: Python :: 3.7
Classifier: Programming Language :: Python :: 3.8
Requires-Python: >=3.7
Description-Content-Type: text/markdown
Provides-Extra: tests
Provides-Extra: docs
License-File: LICENSE
License-File: COPYING
License-File: AUTHORS.rst

# fvGP

[![PyPI](https://img.shields.io/pypi/v/fvGP)](https://pypi.org/project/fvgp/)
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[![fvGP CI](https://github.com/lbl-camera/fvGP/actions/workflows/fvGP-CI.yml/badge.svg)](https://github.com/lbl-camera/fvGP/actions/workflows/fvGP-CI.yml)
[![Codecov](https://img.shields.io/codecov/c/github/lbl-camera/fvGP)](https://app.codecov.io/gh/lbl-camera/fvGP)
[![PyPI - License](https://img.shields.io/badge/license-GPL%20v3-lightgrey)](https://pypi.org/project/fvgp/)
[<img src="https://img.shields.io/badge/slack-@gpCAM-purple.svg?logo=slack">](https://gpCAM.slack.com/)
[![DOI](https://zenodo.org/badge/434769505.svg)](https://zenodo.org/badge/latestdoi/434769505)


Python package for highly flexible function-valued Gaussian processes (fvGP)

Specialties: Extreme-Scale GPs, GPs Tailored for HPC training, Advanced Kenrel Designs, Domain-Aware Stochastic Function Approximation
Coming soon: All those advancements for stochastic manifold learning

## Credits

This package uses the HGDL package of David Perryman and Marcus Noack, which
is based on the [HGDN](https://www.sciencedirect.com/science/article/pii/S037704271730225X) algorithm by Noack and Funke.


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History
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0.1.0 (2020-08-07)
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* First release on PyPI.


