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https://github.com/dfm/celerite
Scalable 1D Gaussian Processes in C++, Python, and Julia
https://github.com/dfm/celerite
astronomy c-plus-plus cpp exoplanets gaussian-processes julia python stars time-series
Last synced: 3 days ago
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Scalable 1D Gaussian Processes in C++, Python, and Julia
- Host: GitHub
- URL: https://github.com/dfm/celerite
- Owner: dfm
- License: mit
- Created: 2016-07-18T12:33:37.000Z (over 8 years ago)
- Default Branch: main
- Last Pushed: 2024-03-19T16:38:33.000Z (11 months ago)
- Last Synced: 2024-04-16T18:23:30.054Z (10 months ago)
- Topics: astronomy, c-plus-plus, cpp, exoplanets, gaussian-processes, julia, python, stars, time-series
- Language: C++
- Homepage: http://celerite.rtfd.io
- Size: 239 MB
- Stars: 178
- Watchers: 14
- Forks: 35
- Open Issues: 8
-
Metadata Files:
- Readme: README.rst
- Changelog: HISTORY.rst
- License: LICENSE
- Citation: CITATION
- Authors: AUTHORS.rst
Awesome Lists containing this project
README
**This project has been superseded by** `celerite2 `_.
**This project will continue to be maintained at a basic level, but no new features will be added and I have limited capacity so you're encouraged to check out the new version.****celerite**: Scalable 1D Gaussian Processes in C++, Python, and Julia
Read the documentation at: `celerite.rtfd.io `_.
.. image:: https://img.shields.io/badge/GitHub-dfm%2Fcelerite-blue.svg?style=flat
:target: https://github.com/dfm/celerite
.. image:: http://img.shields.io/badge/license-MIT-blue.svg?style=flat&bust
:target: https://github.com/dfm/celerite/blob/main/LICENSE
.. image:: https://github.com/dfm/celerite/actions/workflows/python.yml/badge.svg
:target: https://github.com/dfm/celerite/actions/workflows/python.yml
.. image:: https://readthedocs.org/projects/celerite/badge/?version=latest&style=flat&bust=truer
:target: http://celerite.readthedocs.io/en/latest/?badge=latest
.. image:: https://zenodo.org/badge/DOI/10.5281/zenodo.806847.svg?style=flat
:target: https://doi.org/10.5281/zenodo.806847
.. image:: https://img.shields.io/badge/PDF-latest-orange.svg?style=flat
:target: https://github.com/dfm/celerite/blob/main-pdf/paper/ms.pdf
.. image:: https://img.shields.io/badge/ArXiv-1703.09710-orange.svg?style=flat
:target: https://arxiv.org/abs/1703.09710The Julia implementation is being developed in a different repository:
`ericagol/celerite.jl `_. Issues
related to that implementation should be opened there.If you make use of this code, please cite the following paper:
.. code-block:: tex
@article{celerite,
author = {{Foreman-Mackey}, D. and {Agol}, E. and {Angus}, R. and
{Ambikasaran}, S.},
title = {Fast and scalable Gaussian process modeling
with applications to astronomical time series},
year = {2017},
journal = {AJ},
volume = {154},
pages = {220},
doi = {10.3847/1538-3881/aa9332},
url = {https://arxiv.org/abs/1703.09710}
}