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.. image:: logos/xeofs_logo.png
  :align: center
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  :alt: logo of xeofs

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Advanced EOF Analysis in Python
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``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.

.. grid:: 2

    .. grid-item-card::  Overview
      :link: overview
      :link-type: doc


      Get an idea of what ``xeofs`` is all about.

    .. grid-item-card::  Quickstart
      :link: quickstart
      :link-type: doc

      Jump straight into your first example.


.. grid:: 2

    .. grid-item-card::  API Reference
      :link: api
      :link-type: doc

      Check out what methods are available.

    .. grid-item-card::  Examples
      :link: auto_examples/index
      :link-type: doc

      Follow along with some examples. 



.. info:: 

    Work in progress.
  

.. toctree::
   :maxdepth: 3
   :hidden:

   overview
   installation
   quickstart
   api
   auto_examples/index