.. _sphx_glr_auto_numerical_methods_general_methods:

.. _General methods:

General methods
---------------



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  .. image:: /auto_numerical_methods/general_methods/images/thumb/sphx_glr_plot_combinatorial_generator_thumb.png
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  :doc:`/auto_numerical_methods/general_methods/plot_combinatorial_generator`

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      <div class="sphx-glr-thumbnail-title">Combinatorial generators</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="Random generator parametrization">

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  .. image:: /auto_numerical_methods/general_methods/images/thumb/sphx_glr_plot_random_generator_thumb.png
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  :doc:`/auto_numerical_methods/general_methods/plot_random_generator`

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      <div class="sphx-glr-thumbnail-title">Random generator parametrization</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="There are several possible ways to achieve this:">

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  .. image:: /auto_numerical_methods/general_methods/images/thumb/sphx_glr_plot_study_save_load_thumb.png
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  :doc:`/auto_numerical_methods/general_methods/plot_study_save_load`

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      <div class="sphx-glr-thumbnail-title">Save/load a study</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="Integrate a function with Gauss-Kronrod algorithm">

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  .. image:: /auto_numerical_methods/general_methods/images/thumb/sphx_glr_plot_estimate_integral_Gauss_Kronrod_thumb.svg
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  :doc:`/auto_numerical_methods/general_methods/plot_estimate_integral_Gauss_Kronrod`

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      <div class="sphx-glr-thumbnail-title">Integrate a function with Gauss-Kronrod algorithm</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="Estimate a multivariate integral with IteratedQuadrature">

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  .. image:: /auto_numerical_methods/general_methods/images/thumb/sphx_glr_plot_estimate_integral_iterated_quadrature_thumb.svg
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  :doc:`/auto_numerical_methods/general_methods/plot_estimate_integral_iterated_quadrature`

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      <div class="sphx-glr-thumbnail-title">Estimate a multivariate integral with IteratedQuadrature</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="Iterated Functions System">

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  .. image:: /auto_numerical_methods/general_methods/images/thumb/sphx_glr_plot_ifs_thumb.svg
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  :doc:`/auto_numerical_methods/general_methods/plot_ifs`

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      <div class="sphx-glr-thumbnail-title">Iterated Functions System</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="Compute leave-one-out error of a polynomial chaos expansion">

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  .. image:: /auto_numerical_methods/general_methods/images/thumb/sphx_glr_plot_pce_design_thumb.svg
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  :doc:`/auto_numerical_methods/general_methods/plot_pce_design`

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      <div class="sphx-glr-thumbnail-title">Compute leave-one-out error of a polynomial chaos expansion</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="Compute confidence intervals of a regression model from data">

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  .. image:: /auto_numerical_methods/general_methods/images/thumb/sphx_glr_plot_regression_interval_thumb.svg
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  :doc:`/auto_numerical_methods/general_methods/plot_regression_interval`

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      <div class="sphx-glr-thumbnail-title">Compute confidence intervals of a regression model from data</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="Compute confidence intervals of a univariate noisy function">

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  .. image:: /auto_numerical_methods/general_methods/images/thumb/sphx_glr_plot_regression_sinus_thumb.svg
    :alt:

  :doc:`/auto_numerical_methods/general_methods/plot_regression_sinus`

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      <div class="sphx-glr-thumbnail-title">Compute confidence intervals of a univariate noisy function</div>
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    </div>


.. toctree::
   :hidden:

   /auto_numerical_methods/general_methods/plot_combinatorial_generator
   /auto_numerical_methods/general_methods/plot_random_generator
   /auto_numerical_methods/general_methods/plot_study_save_load
   /auto_numerical_methods/general_methods/plot_estimate_integral_Gauss_Kronrod
   /auto_numerical_methods/general_methods/plot_estimate_integral_iterated_quadrature
   /auto_numerical_methods/general_methods/plot_ifs
   /auto_numerical_methods/general_methods/plot_pce_design
   /auto_numerical_methods/general_methods/plot_regression_interval
   /auto_numerical_methods/general_methods/plot_regression_sinus