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General Examples
---------------------

Examples showing how to use the SAB API


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Decoding example
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Example showing how to use functions from the TimeDecoder module for classification of EEG signals




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    <div class="sphx-glr-thumbcontainer" tooltip="This example shows how to use the different modules of SAB_main from the creation of the SAB Da...">

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    .. figure:: /auto_examples/Decoding_examples/images/thumb/sphx_glr_plot_full_pipeline_example_thumb.png

        :ref:`sphx_glr_auto_examples_Decoding_examples_plot_full_pipeline_example.py`

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   /auto_examples/Decoding_examples/plot_full_pipeline_example
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ERP example
-------------

Example showing how to use functions from the SAB dataset modules



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    .. figure:: /auto_examples/ERP_examples/images/thumb/sphx_glr_plot_erp_example_thumb.png

        :ref:`sphx_glr_auto_examples_ERP_examples_plot_erp_example.py`

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   /auto_examples/ERP_examples/plot_erp_example
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Phase Utils example
-------------

Example showing how to plot PhaseUtils module functions



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    .. figure:: /auto_examples/Phase_examples/images/thumb/sphx_glr_plot_phase_example_1_thumb.png

        :ref:`sphx_glr_auto_examples_Phase_examples_plot_phase_example_1.py`

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    <div class="sphx-glr-thumbcontainer" tooltip="This example shows how to compute and plot the ITPC : Inter-Trial Phase Coherence from a SabDat...">

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    .. figure:: /auto_examples/Phase_examples/images/thumb/sphx_glr_plot_itpc_example_thumb.png

        :ref:`sphx_glr_auto_examples_Phase_examples_plot_itpc_example.py`

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   /auto_examples/Phase_examples/plot_itpc_example
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Time Features examples
-----------------------

Example showing how to use the time features module



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    <div class="sphx-glr-thumbcontainer" tooltip="This example shows how to compute feature importance for a classification task using forest of ...">

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    .. figure:: /auto_examples/Time_Features_examples/images/thumb/sphx_glr_plot_time_feature_importance_thumb.png

        :ref:`sphx_glr_auto_examples_Time_Features_examples_plot_time_feature_importance.py`

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   /auto_examples/Time_Features_examples/plot_time_feature_importance

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    <div class="sphx-glr-thumbcontainer" tooltip="This example study the correlation between the Hits features and the reaction times.">

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    .. figure:: /auto_examples/Time_Features_examples/images/thumb/sphx_glr_plot_time_features_hits_rt_regression_thumb.png

        :ref:`sphx_glr_auto_examples_Time_Features_examples_plot_time_features_hits_rt_regression.py`

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   /auto_examples/Time_Features_examples/plot_time_features_hits_rt_regression

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    <div class="sphx-glr-thumbcontainer" tooltip="This example shows how to create a TimeFeature instance from a SabDataset instance,  how to ext...">

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    .. figure:: /auto_examples/Time_Features_examples/images/thumb/sphx_glr_plot_extract_and_save_features_thumb.png

        :ref:`sphx_glr_auto_examples_Time_Features_examples_plot_extract_and_save_features.py`

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   /auto_examples/Time_Features_examples/plot_extract_and_save_features

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    <div class="sphx-glr-thumbcontainer" tooltip="This example shows how to plot feature evolution, or the distribution of a feature over trials ...">

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    .. figure:: /auto_examples/Time_Features_examples/images/thumb/sphx_glr_plot_time_feature_example_1_thumb.png

        :ref:`sphx_glr_auto_examples_Time_Features_examples_plot_time_feature_example_1.py`

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    :download:`Download all examples in Python source code: auto_examples_python.zip <//home/docs/checkouts/readthedocs.org/user_builds/pysab/checkouts/latest/doc/auto_examples/auto_examples_python.zip>`



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    :download:`Download all examples in Jupyter notebooks: auto_examples_jupyter.zip <//home/docs/checkouts/readthedocs.org/user_builds/pysab/checkouts/latest/doc/auto_examples/auto_examples_jupyter.zip>`


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