Extracting Patterns from Climate Data#
xeofs is a specialized Python package designed for dimensionality reduction in climate science, aimed at extracting meaningful patterns from large datasets. It provides eigenmethods such as Principal Component Analysis (EOF analysis) and several related variants. Seamlessly integrated with xarray and Dask, xeofs enables efficient handling and scalable computation of large, multi-dimensional datasets. This integration makes advanced climate data analysis both accessible and efficient.
User Guide
Learn more about the package and its features.
Installation
Get started with xeofs in a few simple steps.
API Reference
Explore the available functions and classes.
Contributing Guide
Join the community and contribute to the project.
Note
xeofs is currently in the early stages of development. We welcome contributions and feedback from the community.
Note
Version 3 has been released! Check out the CHANGELOG for more details. For users of previous versions, see the migration guide.
