:orphan:

Tutorials
===================

This is the compendium of Demos showcasing the main functionalities of Pyfhel


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


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    <div class="sphx-glr-thumbcontainer" tooltip="This basic example shows the simplest use of the library by encrypting two integers, operating ...">

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  .. image:: /_autoexamples/images/thumb/sphx_glr_Demo_1_HelloWorld_thumb.png
    :alt:

  :ref:`sphx_glr__autoexamples_Demo_1_HelloWorld.py`

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      <div class="sphx-glr-thumbnail-title">HelloWorld</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="This demo focuses on managing ciphertext size and noise budget.">

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  .. image:: /_autoexamples/images/thumb/sphx_glr_Demo_6_MultDepth_thumb.jpg
    :alt:

  :ref:`sphx_glr__autoexamples_Demo_6_MultDepth.py`

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      <div class="sphx-glr-thumbnail-title">MultDepth and Relineraization</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="This demo shows an example of Client-Server interaction, where the client sends an encrypted ve...">

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  .. image:: /_autoexamples/images/thumb/sphx_glr_Demo_5_CS_Client_thumb.jpg
    :alt:

  :ref:`sphx_glr__autoexamples_Demo_5_CS_Client.py`

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      <div class="sphx-glr-thumbnail-title">Client/Server demo with Pyfhel</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="This demo includes all the code snippets from the WAHC21 Pyfhel paper (corresponding sections i...">

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  .. image:: /_autoexamples/images/thumb/sphx_glr_Demo_WAHC21_thumb.png
    :alt:

  :ref:`sphx_glr__autoexamples_Demo_WAHC21.py`

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      <div class="sphx-glr-thumbnail-title">WAHC21</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="This demo shows how to compute the Hamming Distance between two vectors {0,1}*.">

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  .. image:: /_autoexamples/images/thumb/sphx_glr_Demo_8_HammingDist_thumb.png
    :alt:

  :ref:`sphx_glr__autoexamples_Demo_8_HammingDist.py`

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      <div class="sphx-glr-thumbnail-title">Hamming Distance.</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="This demo creates and saves every kind of object managed by Pyfhel. Subsequently, these objects...">

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  .. image:: /_autoexamples/images/thumb/sphx_glr_Demo_4_SaveNRestore_thumb.png
    :alt:

  :ref:`sphx_glr__autoexamples_Demo_4_SaveNRestore.py`

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      <div class="sphx-glr-thumbnail-title">Saving and Restoring</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="Fixed-point Demo for Pyfhel, operating with fixed point encoded values following the CKKS schem...">

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  .. image:: /_autoexamples/images/thumb/sphx_glr_Demo_3_Float_CKKS_thumb.png
    :alt:

  :ref:`sphx_glr__autoexamples_Demo_3_Float_CKKS.py`

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      <div class="sphx-glr-thumbnail-title">Fixed-point FHE with CKKS scheme</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="Integer FHE Demo for Pyfhel, covering all the posibilities offered by Pyfhel regarding the BFV ...">

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  .. image:: /_autoexamples/images/thumb/sphx_glr_Demo_2_Integer_BFV_thumb.png
    :alt:

  :ref:`sphx_glr__autoexamples_Demo_2_Integer_BFV.py`

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      <div class="sphx-glr-thumbnail-title">Integer FHE with BFV scheme</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="Integer FHE with BGV scheme">

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  .. image:: /_autoexamples/images/thumb/sphx_glr_Demo_9_Integer_BGV_thumb.png
    :alt:

  :ref:`sphx_glr__autoexamples_Demo_9_Integer_BGV.py`

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      <div class="sphx-glr-thumbnail-title">Integer FHE with BGV scheme</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="This demo shows how to compute scalar product.">

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  .. image:: /_autoexamples/images/thumb/sphx_glr_Demo_7_ScalarProd_thumb.png
    :alt:

  :ref:`sphx_glr__autoexamples_Demo_7_ScalarProd.py`

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      <div class="sphx-glr-thumbnail-title">Scalar Product.</div>
    </div>


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    </div>


.. toctree::
   :hidden:

   /_autoexamples/Demo_1_HelloWorld
   /_autoexamples/Demo_6_MultDepth
   /_autoexamples/Demo_5_CS_Client
   /_autoexamples/Demo_WAHC21
   /_autoexamples/Demo_8_HammingDist
   /_autoexamples/Demo_4_SaveNRestore
   /_autoexamples/Demo_3_Float_CKKS
   /_autoexamples/Demo_2_Integer_BFV
   /_autoexamples/Demo_9_Integer_BGV
   /_autoexamples/Demo_7_ScalarProd


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  .. container:: sphx-glr-footer sphx-glr-footer-gallery

    .. container:: sphx-glr-download sphx-glr-download-python

      :download:`Download all examples in Python source code: _autoexamples_python.zip </_autoexamples/_autoexamples_python.zip>`

    .. container:: sphx-glr-download sphx-glr-download-jupyter

      :download:`Download all examples in Jupyter notebooks: _autoexamples_jupyter.zip </_autoexamples/_autoexamples_jupyter.zip>`


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 .. rst-class:: sphx-glr-signature

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