Skip to main content

Scalable 1D Gaussian Processes

Project description

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

Read the documentation at: celerite.rtfd.io.

https://img.shields.io/badge/GitHub-dfm%2Fcelerite-blue.svg?style=flat http://img.shields.io/badge/license-MIT-blue.svg?style=flat&bust http://img.shields.io/travis/dfm/celerite/main.svg?style=flat https://readthedocs.org/projects/celerite/badge/?version=latest&style=flat&bust=truer https://zenodo.org/badge/DOI/10.5281/zenodo.806847.svg?style=flat https://img.shields.io/badge/PDF-latest-orange.svg?style=flat https://img.shields.io/badge/ArXiv-1703.09710-orange.svg?style=flat

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:

@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}
}

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

celerite-0.4.0.tar.gz (1.3 MB view hashes)

Uploaded Source

Built Distributions

celerite-0.4.0-cp38-cp38-win_amd64.whl (311.7 kB view hashes)

Uploaded CPython 3.8 Windows x86-64

celerite-0.4.0-cp38-cp38-manylinux2014_x86_64.whl (10.0 MB view hashes)

Uploaded CPython 3.8

celerite-0.4.0-cp38-cp38-macosx_10_9_x86_64.whl (330.0 kB view hashes)

Uploaded CPython 3.8 macOS 10.9+ x86-64

celerite-0.4.0-cp37-cp37m-win_amd64.whl (311.9 kB view hashes)

Uploaded CPython 3.7m Windows x86-64

celerite-0.4.0-cp37-cp37m-manylinux2014_x86_64.whl (10.2 MB view hashes)

Uploaded CPython 3.7m

celerite-0.4.0-cp37-cp37m-macosx_10_9_x86_64.whl (328.6 kB view hashes)

Uploaded CPython 3.7m macOS 10.9+ x86-64

celerite-0.4.0-cp36-cp36m-win_amd64.whl (311.9 kB view hashes)

Uploaded CPython 3.6m Windows x86-64

celerite-0.4.0-cp36-cp36m-manylinux2014_x86_64.whl (10.2 MB view hashes)

Uploaded CPython 3.6m

celerite-0.4.0-cp36-cp36m-macosx_10_9_x86_64.whl (328.6 kB view hashes)

Uploaded CPython 3.6m macOS 10.9+ x86-64

celerite-0.4.0-cp35-cp35m-win_amd64.whl (311.9 kB view hashes)

Uploaded CPython 3.5m Windows x86-64

celerite-0.4.0-cp35-cp35m-manylinux2014_x86_64.whl (10.2 MB view hashes)

Uploaded CPython 3.5m

celerite-0.4.0-cp35-cp35m-macosx_10_9_x86_64.whl (318.7 kB view hashes)

Uploaded CPython 3.5m macOS 10.9+ x86-64

Supported by

AWS AWS Cloud computing and Security Sponsor Datadog Datadog Monitoring Fastly Fastly CDN Google Google Download Analytics Microsoft Microsoft PSF Sponsor Pingdom Pingdom Monitoring Sentry Sentry Error logging StatusPage StatusPage Status page