.. _sphx_glr_auto_examples_simulation:

.. _simulation_examples:

Simulation
----------

These examples illustrate the use of the :mod:`FDApy.simulation` module. It contains various functionalities to simulate functional data.


.. raw:: html

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

.. thumbnail-parent-div-open

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Simulation using Karhunen-Loève decomposition">

.. only:: html

  .. image:: /auto_examples/simulation/images/thumb/sphx_glr_plot_karhunen_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_simulation_plot_karhunen.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Simulation using Karhunen-Loève decomposition</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Simulation using multivariate Karhunen-Loève decomposition">

.. only:: html

  .. image:: /auto_examples/simulation/images/thumb/sphx_glr_plot_karhunen_multivariate_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_simulation_plot_karhunen_multivariate.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Simulation using multivariate Karhunen-Loève decomposition</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Simulation of Brownian motion">

.. only:: html

  .. image:: /auto_examples/simulation/images/thumb/sphx_glr_plot_brownian_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_simulation_plot_brownian.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Simulation of Brownian motion</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Simulation of functional data">

.. only:: html

  .. image:: /auto_examples/simulation/images/thumb/sphx_glr_plot_simulation_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_simulation_plot_simulation.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Simulation of functional data</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Simulation of clusters of univariate functional data">

.. only:: html

  .. image:: /auto_examples/simulation/images/thumb/sphx_glr_plot_cluster_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_simulation_plot_cluster.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Simulation of clusters of univariate functional data</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Simulation of clusters of multivariate functional data">

.. only:: html

  .. image:: /auto_examples/simulation/images/thumb/sphx_glr_plot_cluster_multivariate_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_simulation_plot_cluster_multivariate.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Simulation of clusters of multivariate functional data</div>
    </div>


.. thumbnail-parent-div-close

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_examples/simulation/plot_karhunen
   /auto_examples/simulation/plot_karhunen_multivariate
   /auto_examples/simulation/plot_brownian
   /auto_examples/simulation/plot_simulation
   /auto_examples/simulation/plot_cluster
   /auto_examples/simulation/plot_cluster_multivariate