sklearn-xarray-ext
sklearn-xarray-ext is a maintained fork of sklearn-xarray by Peter Hausamann.
It is an open-source python package that combines the n-dimensional labeled arrays of xarray with the machine learning and model selection tools of scikit-learn. The package contains wrappers that allow the user to apply scikit-learn estimators to xarray types without losing their labels.
Documentation
The original package documentation can be found at https://phausamann.github.io/sklearn-xarray/
Features
Makes sklearn estimators compatible with xarray DataArrays and Datasets.
Allows for estimators to change the number of samples.
Adds a large number of pre-processing transformers.
Installation
The package can be installed with pip:
$ pip install sklearn-xarray-ext
Example
The activity recognition example demonstrates how to use the package for cross-validated grid search for an activity recognition task. You can also download the example as a jupyter notebook.
Contributing
Please read the contribution guide if you want to contribute to this project.
1 maintainer
Metadata
1 maintainer
Release files for sklearn-xarray-ext 0.5.0
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
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| sklearn_xarray_ext-0.5.0.tar.gz | 34.4 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| sklearn_xarray_ext-0.5.0-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 65.5 kB
Release files / sklearn_xarray_ext-0.5.0.tar.gz
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Release files / sklearn_xarray_ext-0.5.0-py3-none-any.whl
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| Tags | Python 3 |
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