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https://github.com/pangeo-data/climpred
:earth_americas: Verification of weather and climate forecasts :earth_africa:
https://github.com/pangeo-data/climpred
climate climate-analysis dask forecasting pangeo prediction python s2d s2s xarray
Last synced: 4 days ago
JSON representation
:earth_americas: Verification of weather and climate forecasts :earth_africa:
- Host: GitHub
- URL: https://github.com/pangeo-data/climpred
- Owner: pangeo-data
- License: mit
- Created: 2017-09-16T18:11:33.000Z (about 7 years ago)
- Default Branch: main
- Last Pushed: 2024-04-02T20:08:55.000Z (7 months ago)
- Last Synced: 2024-06-11T16:54:18.784Z (5 months ago)
- Topics: climate, climate-analysis, dask, forecasting, pangeo, prediction, python, s2d, s2s, xarray
- Language: Python
- Homepage: https://climpred.readthedocs.io
- Size: 58.1 MB
- Stars: 223
- Watchers: 9
- Forks: 48
- Open Issues: 10
-
Metadata Files:
- Readme: README.rst
- Changelog: CHANGELOG.rst
- Contributing: CONTRIBUTING.md
- License: LICENSE.txt
- Code of conduct: CODE_OF_CONDUCT.md
- Citation: CITATION.cff
Awesome Lists containing this project
- awesome-meteo - climpred: verification of weather and climate forecasts
- open-sustainable-technology - climpred - Aims to be the primary package used to analyze output from initialized dynamical forecast models, ranging from short-term weather forecasts to long-term climate forecasts. (Climate Change / Climate Data Processing and Analysis)
README
.. 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| |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
.. |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 `_ moved to McKinsey's
Climate Analytics team as a climate software engineer.
`Aaron `_ 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 `_
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/