Ecosyste.ms: Awesome

An open API service indexing awesome lists of open source software.

Awesome Lists | Featured Topics | Projects

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
JSON representation

Scalable 1D Gaussian Processes in C++, Python, and Julia

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**This project has been superseded by** `celerite2 `_.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/1703.09710

The 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}
}