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modified cross_validation.rst file with a k-fold cross validation example #994

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@npk7 npk7 commented Jun 8, 2024

Dear Dask team,

Currently, cross validation page consists only of train_test_split() method. Here is the link: https://ml.dask.org/cross_validation.html

Dask ML comes with powerful kFold method, so created a simple example to illustrate the kFold cross validation method.

My hope is this would contribute positively to the documentation. Please advice. Thank you for the opportunity of contributing to this amazing community driven ML library.

Here is the link I used for the same: https://ml.dask.org/modules/generated/dask_ml.model_selection.KFold.html

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npk7 and others added 3 commits June 9, 2024 10:58
Co-authored-by: Tom Augspurger <tom.augspurger88@gmail.com>
Co-authored-by: Tom Augspurger <tom.augspurger88@gmail.com>
.. ipython:: python
kf = KFold(n_splits=5)

for i, j in kf.split(X):
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Looks like the doc build failed here: https://github.com/dask/dask-ml/actions/runs/9434455032/job/26270343032?pr=994

Is that from the lack of a newline after the ipython directive?

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@npk7 npk7 Jun 18, 2024

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thank you for spotting that, added a new line

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