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.. _sphx_glr__auto_examples:

Gallery of examples
===================


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    <div class="sphx-glr-clear"></div>



.. _sphx_glr__auto_examples_kernel_ridge:

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



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

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 .. figure:: /_auto_examples/kernel_ridge/images/thumb/sphx_glr_plot_kernel_ridge_thumb.png
     :alt: Kernel ridge

     :ref:`sphx_glr__auto_examples_kernel_ridge_plot_kernel_ridge.py`

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    </div>


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   /_auto_examples/kernel_ridge/plot_kernel_ridge

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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 r...">

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 .. figure:: /_auto_examples/kernel_ridge/images/thumb/sphx_glr_plot_kernel_ridge_cv_thumb.png
     :alt: Kernel ridge with cross-validation

     :ref:`sphx_glr__auto_examples_kernel_ridge_plot_kernel_ridge_cv.py`

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   /_auto_examples/kernel_ridge/plot_kernel_ridge_cv

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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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 .. figure:: /_auto_examples/kernel_ridge/images/thumb/sphx_glr_plot_model_on_gpu.py_thumb.png
     :alt: Fitting a model on GPU

     :ref:`sphx_glr__auto_examples_kernel_ridge_plot_model_on_gpu.py.py`

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   /_auto_examples/kernel_ridge/plot_model_on_gpu.py
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.. _sphx_glr__auto_examples_multiple_kernel_ridge:

Multiple-kernel ridge
---------------------



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    <div class="sphx-glr-thumbcontainer" tooltip="Multiple-kernel ridge">

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 .. figure:: /_auto_examples/multiple_kernel_ridge/images/thumb/sphx_glr_plot_mkr_0_random_search_thumb.png
     :alt: Multiple-kernel ridge

     :ref:`sphx_glr__auto_examples_multiple_kernel_ridge_plot_mkr_0_random_search.py`

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   /_auto_examples/multiple_kernel_ridge/plot_mkr_0_random_search

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    <div class="sphx-glr-thumbcontainer" tooltip="Multiple-kernel ridge with scikit-learn API">

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 .. figure:: /_auto_examples/multiple_kernel_ridge/images/thumb/sphx_glr_plot_mkr_1_sklearn_api_thumb.png
     :alt: Multiple-kernel ridge with scikit-learn API

     :ref:`sphx_glr__auto_examples_multiple_kernel_ridge_plot_mkr_1_sklearn_api.py`

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   /_auto_examples/multiple_kernel_ridge/plot_mkr_1_sklearn_api

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    <div class="sphx-glr-thumbcontainer" tooltip="The *random-search* strategy samples some kernel weights vectors from a Dirichlet distribution,...">

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 .. figure:: /_auto_examples/multiple_kernel_ridge/images/thumb/sphx_glr_plot_mkr_2_solvers_thumb.png
     :alt: Multiple-kernel ridge solvers

     :ref:`sphx_glr__auto_examples_multiple_kernel_ridge_plot_mkr_2_solvers.py`

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   /_auto_examples/multiple_kernel_ridge/plot_mkr_2_solvers

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    <div class="sphx-glr-thumbcontainer" tooltip="Multiple-kernel ridge path between two kernels">

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 .. figure:: /_auto_examples/multiple_kernel_ridge/images/thumb/sphx_glr_plot_mkr_3_path_thumb.png
     :alt: Multiple-kernel ridge path between two kernels

     :ref:`sphx_glr__auto_examples_multiple_kernel_ridge_plot_mkr_3_path.py`

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   /_auto_examples/multiple_kernel_ridge/plot_mkr_3_path

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    <div class="sphx-glr-thumbcontainer" tooltip="- If the kernel weights hyper-parameters are known and identical across   targets, the kernels ...">

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 .. figure:: /_auto_examples/multiple_kernel_ridge/images/thumb/sphx_glr_plot_mkr_4_refit_from_deltas_thumb.png
     :alt: Multiple-kernel ridge fit from fixed hyper-parameters

     :ref:`sphx_glr__auto_examples_multiple_kernel_ridge_plot_mkr_4_refit_from_deltas.py`

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    </div>


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   /_auto_examples/multiple_kernel_ridge/plot_mkr_4_refit_from_deltas

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    <div class="sphx-glr-thumbcontainer" tooltip="Multiple-kernel ridge refining">

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 .. figure:: /_auto_examples/multiple_kernel_ridge/images/thumb/sphx_glr_plot_mkr_5_refine_results_thumb.png
     :alt: Multiple-kernel ridge refining

     :ref:`sphx_glr__auto_examples_multiple_kernel_ridge_plot_mkr_5_refine_results.py`

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    </div>


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   /_auto_examples/multiple_kernel_ridge/plot_mkr_5_refine_results
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 .. rst-class:: sphx-glr-signature

    `Gallery generated by Sphinx-Gallery <https://sphinx-gallery.github.io>`_