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Advanced EOF Analysis in Python#

xeofs is a dedicated Python package for dimensionality reduction in the realm of climate science, offering methods like PCA, known as EOF analysis within the field, and related variants. Seamlessly integrated with xarray and Dask, it’s tailored for easy handling and scalable computation on large, multi-dimensional datasets, making advanced climate data analysis both accessible and efficient.


Get an idea of what xeofs is all about.


Jump straight into your first example.

API Reference

Check out what methods are available.


Follow along with some examples.