Metadata-Version: 2.4
Name: fastgps
Version: 0.0.3
Summary: Fast Gaussian processes regression in O(n log n)
Keywords: fast,Gaussian,process,regression,low discrepancy,quasi-random,lattice,digital net,shift invariant,digitally shift invariant
Author-Email: Aleksei G Sorokin <agsorokin3@gmail.com>
License-Expression: MIT
Project-URL: Documentation, https://alegresor.github.io/fastgps/
Project-URL: Repository, https://github.com/alegresor/fastgps
Project-URL: Issues, https://github.com/alegresor/fastgps/issues
Requires-Python: >=3.7
Requires-Dist: qmcpy>=1.6.2.1
Requires-Dist: torch>=2.0.0
Requires-Dist: numpy>=1.17.0
Requires-Dist: scipy>=1.13.0
Provides-Extra: dev
Requires-Dist: pytest>=8.0.0; extra == "dev"
Requires-Dist: nbval>=0.10.0; extra == "dev"
Requires-Dist: pytest-accept>=0.1.10; extra == "dev"
Requires-Dist: jupyterlab>=4.0.0; extra == "dev"
Requires-Dist: matplotlib>=3.9.0; extra == "dev"
Requires-Dist: tueplots>=0.2.0; extra == "dev"
Requires-Dist: pandas>=2.0.0; extra == "dev"
Requires-Dist: mkdocs>=1.5.0; extra == "dev"
Requires-Dist: mkdocs-material>=9.6.12; extra == "dev"
Requires-Dist: mkdocs-jupyter>=0.25.0; extra == "dev"
Requires-Dist: mkdocstrings-python>=1.16.0; extra == "dev"
Description-Content-Type: text/markdown

# `FastGPs`: Fast Gaussian Process Regression Models in Python

[![](https://img.shields.io/badge/Docs-6b03fc)](https://alegresor.github.io/fastgps/)
[![](https://img.shields.io/badge/GitHub-15bfa9)](https://github.com/alegresor/fastgps)
[![PyPI Downloads](https://img.shields.io/pypi/dm/fastgps.svg?label=PyPI%20downloads)](https://pypi.org/project/fastgps/)

```bash
pip install fastgps
```

