.. _sphx_glr_auto_examples_data_transform:

.. _examples-data_transform:

Data Transformations and Filtering
----------------------------------



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


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    <div class="sphx-glr-thumbcontainer" tooltip="Besides explicit gait specific algorithms, we also provide a set of generic data transforms, wh...">

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  .. image:: /auto_examples/data_transform/images/thumb/sphx_glr__01_generic_data_transforms_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_data_transform__01_generic_data_transforms.py`

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      <div class="sphx-glr-thumbnail-title">Generic Data Transforms</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="One of the most common data transformations is filtering. In mobgap various types of filters ar...">

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  .. image:: /auto_examples/data_transform/images/thumb/sphx_glr__02_filter_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_data_transform__02_filter.py`

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      <div class="sphx-glr-thumbnail-title">General Filter Introduction</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="Sometimes you may want to resample your data to a different sampling rate. We provide a utility...">

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  .. image:: /auto_examples/data_transform/images/thumb/sphx_glr__03_resample_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_data_transform__03_resample.py`

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      <div class="sphx-glr-thumbnail-title">Resampling data</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="Continuous wavelet transform (CWT) is a time-frequency analysis method that can provide frequen...">

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  .. image:: /auto_examples/data_transform/images/thumb/sphx_glr__04_cwt_filter_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_data_transform__04_cwt_filter.py`

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      <div class="sphx-glr-thumbnail-title">Continuous Wavelet Transform (CWT) - Filter</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="Gaussian Smoothing">

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  .. image:: /auto_examples/data_transform/images/thumb/sphx_glr__05_gaussian_smoothing_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_data_transform__05_gaussian_smoothing.py`

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      <div class="sphx-glr-thumbnail-title">Gaussian Smoothing</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="We provide a class based implementation of the Savitzky-Golay filter in the SavgolFilter class....">

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  .. image:: /auto_examples/data_transform/images/thumb/sphx_glr__06_savgol_filter_thumb.png
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  :ref:`sphx_glr_auto_examples_data_transform__06_savgol_filter.py`

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      <div class="sphx-glr-thumbnail-title">Savitzky-Golay Filter Example</div>
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    </div>


.. toctree::
   :hidden:

   /auto_examples/data_transform/_01_generic_data_transforms
   /auto_examples/data_transform/_02_filter
   /auto_examples/data_transform/_03_resample
   /auto_examples/data_transform/_04_cwt_filter
   /auto_examples/data_transform/_05_gaussian_smoothing
   /auto_examples/data_transform/_06_savgol_filter