.. image:: https://i.imgur.com/HPOdOsR.png

Verification of weather and climate forecasts

.. Table version of badges inspired by pySTEPS.

.. list-table:: :stub-columns: 1 :widths: 10 90

* - docs
  - |docs| |context7| |joss| |doi|
* - tests
  - |ci| |upstream| |codecov| |precommit|
* - package
  - |conda| |conda downloads| |pypi| |pypi downloads|
* - license
  - |license|
* - community
  - |gitter| |contributors| |forks| |stars| |issues| |PRs|
* - tutorials
  - |gallery| |workshop| |cloud|

.. |docs| image:: https://img.shields.io/readthedocs/climpred/latest.svg?style=flat :target: https://climpred.readthedocs.io/en/stable/?badge=stable :alt: Documentation Status

.. |context7| image:: https://img.shields.io/badge/docs-LLM-008A61 :target: https://context7.com/pangeo-data/climpred/llms.txt :alt: context7 docs for LLMs

.. |joss| image:: https://joss.theoj.org/papers/246d440e3fcb19025a3b0e56e1af54ef/status.svg :target: https://joss.theoj.org/papers/246d440e3fcb19025a3b0e56e1af54ef :alt: JOSS paper

.. |doi| image:: https://zenodo.org/badge/DOI/10.5281/zenodo.4556085.svg :target: https://doi.org/10.5281/zenodo.4556085 :alt: DOI

.. |ci| image:: https://github.com/pangeo-data/climpred/actions/workflows/climpred_testing.yml/badge.svg :target: https://github.com/pangeo-data/climpred/actions/workflows/climpred_testing.yml :alt: CI

.. |upstream| image:: https://github.com/pangeo-data/climpred/actions/workflows/upstream-dev-ci.yml/badge.svg :target: https://github.com/pangeo-data/climpred/actions/workflows/upstream-dev-ci.yml :alt: CI upstream

.. |codecov| image:: https://codecov.io/gh/pangeo-data/climpred/branch/main/graph/badge.svg :target: https://codecov.io/gh/pangeo-data/climpred :alt: coverage

.. |precommit| image:: https://results.pre-commit.ci/badge/github/pangeo-data/climpred/main.svg :target: https://results.pre-commit.ci/latest/github/pangeo-data/climpred/main :alt: pre-commit.ci status

.. |conda| image:: https://img.shields.io/conda/vn/conda-forge/climpred.svg :target: https://anaconda.org/conda-forge/climpred :alt: Conda Version

.. |pypi| image:: https://img.shields.io/pypi/v/climpred.svg :target: https://pypi.python.org/pypi/climpred/ :alt: pypi Version

.. |license| image:: https://img.shields.io/github/license/pangeo-data/climpred.svg :alt: license :target: LICENSE.txt

.. |gitter| image:: https://badges.gitter.im/Join%20Chat.svg :target: https://gitter.im/climpred :alt: gitter chat

.. |contributors| image:: https://img.shields.io/github/contributors/pangeo-data/climpred :alt: GitHub contributors :target: https://github.com/pangeo-data/climpred/graphs/contributors

.. |conda downloads| image:: https://img.shields.io/conda/dn/conda-forge/climpred :alt: Conda downloads :target: https://anaconda.org/conda-forge/climpred

.. |pypi downloads| image:: https://pepy.tech/badge/climpred :alt: pypi downloads :target: https://pepy.tech/project/climpred

.. |gallery| image:: https://img.shields.io/badge/climpred-examples-ed7b0e.svg :alt: climpred gallery :target: https://mybinder.org/v2/gh/pangeo-data/climpred/main?urlpath=lab%2Ftree%2Fdocs%2Fsource%2Fquick-start.ipynb

.. |workshop| image:: https://img.shields.io/badge/climpred-workshop-f5a252 :alt: climpred workshop :target: https://mybinder.org/v2/gh/bradyrx/climpred_workshop/master

.. |cloud| image:: https://img.shields.io/badge/climpred-cloud_demo-f9c99a :alt: climpred cloud demo :target: https://github.com/aaronspring/climpred-cloud-demo

.. |forks| image:: https://img.shields.io/github/forks/pangeo-data/climpred :alt: GitHub forks :target: https://github.com/pangeo-data/climpred/network/members

.. |stars| image:: https://img.shields.io/github/stars/pangeo-data/climpred :alt: GitHub stars :target: https://github.com/pangeo-data/climpred/stargazers

.. |issues| image:: https://img.shields.io/github/issues/pangeo-data/climpred :alt: GitHub issues :target: https://github.com/pangeo-data/climpred/issues

.. |PRs| image:: https://img.shields.io/github/issues-pr/pangeo-data/climpred :alt: GitHub PRs :target: https://github.com/pangeo-data/climpred/pulls

..

We are actively looking for new contributors for climpred!
`Riley <https://www.linkedin.com/in/rileybrady/>`_ moved to McKinsey's
Climate Analytics team as a climate software engineer.
`Aaron <https://www.linkedin.com/in/springaaron/>`_ moved to XING as a data scientist.
We especially hope for python enthusiasts from seasonal, subseasonal or weather
prediction community. In our past coding journey, collaborative coding, feedbacking
issues and pull requests advanced our code and thinking about forecast verification
more than we could have ever expected.
Feel free to implement your own new feature or take a look at the
`good first issue <https://github.com/pangeo-data/climpred/issues?q=is%3Aissue+is%3Aopen+label%3A%22good+first+issue%22>`_
tag in the issues. If you are interested in maintaining climpred, please ping us.

Installation

You can install the latest release of climpred using pip or conda:

.. code-block:: bash

python -m pip install climpred[complete]

.. code-block:: bash

conda install -c conda-forge climpred

You can also install the bleeding edge (pre-release versions) by cloning this repository or installing directly from GitHub:

.. code-block:: bash

git clone https://github.com/pangeo-data/climpred.git
cd climpred
python -m pip install . --upgrade

.. code-block:: bash

pip install git+https://github.com/pangeo-data/climpred.git

Documentation

Documentation is in development and can be found on readthedocs_.

.. _readthedocs: https://climpred.readthedocs.io/en/latest/

Star History

.. image:: https://api.star-history.com/svg?repos=pangeo-data/climpred&type=date&legend=top-left :alt: Star History Chart :target: https://www.star-history.com/#pangeo-data/climpred&type=date&legend=top-left