.. _sphx_glr__auto_examples_kernel_ridge:

Kernel ridge
------------



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    <div class="sphx-glr-thumbnails">

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    <div class="sphx-glr-thumbcontainer" tooltip="This example demonstrates how to solve kernel ridge regression, using himalaya&#x27;s estimator KernelRidge compatible with scikit-learn&#x27;s API.">

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  .. image:: /_auto_examples/kernel_ridge/images/thumb/sphx_glr_plot_kernel_ridge_thumb.png
    :alt:

  :ref:`sphx_glr__auto_examples_kernel_ridge_plot_kernel_ridge.py`

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      <div class="sphx-glr-thumbnail-title">Kernel ridge</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="This example demonstrates how to solve kernel ridge regression with a cross-validation of the regularization parameter, using himalaya&#x27;s estimator KernelRidgeCV.">

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  .. image:: /_auto_examples/kernel_ridge/images/thumb/sphx_glr_plot_kernel_ridge_cv_thumb.png
    :alt:

  :ref:`sphx_glr__auto_examples_kernel_ridge_plot_kernel_ridge_cv.py`

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      <div class="sphx-glr-thumbnail-title">Kernel ridge with cross-validation</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="This example demonstrates how to fit a model using GPU computations.">

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  .. image:: /_auto_examples/kernel_ridge/images/thumb/sphx_glr_plot_model_on_gpu.py_thumb.png
    :alt:

  :ref:`sphx_glr__auto_examples_kernel_ridge_plot_model_on_gpu.py.py`

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      <div class="sphx-glr-thumbnail-title">Fitting a model on GPU</div>
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    </div>


.. toctree::
   :hidden:

   /_auto_examples/kernel_ridge/plot_kernel_ridge
   /_auto_examples/kernel_ridge/plot_kernel_ridge_cv
   /_auto_examples/kernel_ridge/plot_model_on_gpu.py