Skip to main content

Verification of weather and climate forecasts. prediction.

Project description

Verification of weather and climate forecasts.

docs Documentation Status JOSS paper DOI
tests CI CI upstream coverage
package Conda Version Conda downloads pypi Version pypi downloads
license license
community gitter chat GitHub contributors GitHub forks GitHub stars GitHub issues GitHub PRs
tutorials climpred gallery climpred workshop climpred cloud demo


We are actively looking for new contributors for climpred! Riley moved to McKinsey’s Climate Analytics team. Aaron is finishing his PhD, but will stay in academia. 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. Aaron can provide guidance on implementing new features into climpred. Feel free to implement your own new feature or take a look at the good first issue tag in the issues. Please reach out to us via gitter.


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

pip install climpred[complete]
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:

git clone
cd climpred
pip install . --upgrade
pip install git+


Documentation is in development and can be found on readthedocs.

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

climpred-2.2.0.tar.gz (6.8 MB view hashes)

Uploaded source

Built Distribution

climpred-2.2.0-py2.py3-none-any.whl (174.2 kB view hashes)

Uploaded py2 py3

Supported by

AWS AWS Cloud computing Datadog Datadog Monitoring Facebook / Instagram Facebook / Instagram PSF Sponsor Fastly Fastly CDN Google Google Object Storage and Download Analytics Huawei Huawei PSF Sponsor Microsoft Microsoft PSF Sponsor NVIDIA NVIDIA PSF Sponsor Pingdom Pingdom Monitoring Salesforce Salesforce PSF Sponsor Sentry Sentry Error logging StatusPage StatusPage Status page