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Xarray extension that provides indexes for selecting irregular, n-dimensional data.

Project description

# xoak

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Xoak is an Xarray extension that allows point-wise selection of irregular, n-dimensional data encoded in coordinates with an arbitrary number of dimensions.

It provides a built-in index adapter for [Scipy](’s cKDTree, as well as adapters for index structures implemented in these 3rd-party libraries (optional dependencies):

Xoak also provides a mechanism for easily adding and registering custom index adapters.

## Install

Xoak can be installed using conda (or mamba):

`bash $ conda install xoak -c conda-forge `

or pip:

`bash $ python -m pip install xoak `

Xoak’s optional dependencies can be installed using conda:

`bash $ conda install scikit-learn pys2index -c conda-forge `

## Documentation

Documentation is hosted on ReadTheDocs:

## License

MIT License, see LICENSE file.

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