.. _sphx_glr_auto_examples_transfer:

Transfer learning
-----------------

Using Riemannian geometry for transfer learning and domain adaptation.



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


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    <div class="sphx-glr-thumbcontainer" tooltip="Use the SpectralEmbedding module to plot in 2D the transformations on the data points from sour...">

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  .. image:: /auto_examples/transfer/images/thumb/sphx_glr_plot_rpa_steps_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_transfer_plot_rpa_steps.py`

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      <div class="sphx-glr-thumbnail-title">Plot the data transformations in the Riemannian Procrustes Analysis</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="In this example, we use transfer learning (TL) to classify epochs from a subject using a classi...">

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  .. image:: /auto_examples/transfer/images/thumb/sphx_glr_plot_bci_example_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_transfer_plot_bci_example.py`

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      <div class="sphx-glr-thumbnail-title">Motor imagery classification by transfer learning</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="We compare the classification performance of MDM on five different strategies for transfer lear...">

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  .. image:: /auto_examples/transfer/images/thumb/sphx_glr_plot_comparison_pipelines_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_transfer_plot_comparison_pipelines.py`

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      <div class="sphx-glr-thumbnail-title">Comparison of pipelines for transfer learning</div>
    </div>


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    </div>


.. toctree::
   :hidden:

   /auto_examples/transfer/plot_rpa_steps
   /auto_examples/transfer/plot_bci_example
   /auto_examples/transfer/plot_comparison_pipelines