:orphan:

DCA - Examples
==============

Below is a gallery of examples showing how to use DCA.

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    <div class="sphx-glr-thumbcontainer" tooltip="Shows how to plot curves.">

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  .. image:: /examples_gallery/images/thumb/sphx_glr_plot_arps_thumb.png
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  :doc:`/examples_gallery/plot_arps`

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      <div class="sphx-glr-thumbnail-title">Plot an Arps curve</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="Plot an Arps curve, its integral and shifted/scaled curves.">

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  .. image:: /examples_gallery/images/thumb/sphx_glr_plot_arps_methods_thumb.png
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  :doc:`/examples_gallery/plot_arps_methods`

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      <div class="sphx-glr-thumbnail-title">Curve methods</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="Showcases plotting capabilities.">

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  .. image:: /examples_gallery/images/thumb/sphx_glr_plot_well_plotting_thumb.png
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  :doc:`/examples_gallery/plot_well_plotting`

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      <div class="sphx-glr-thumbnail-title">Well plotting methods</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="Here we fit a curve to data using the low-level API and plot it.">

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  .. image:: /examples_gallery/images/thumb/sphx_glr_plot_arps_fit_thumb.png
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  :doc:`/examples_gallery/plot_arps_fit`

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      <div class="sphx-glr-thumbnail-title">Fit an Arps curve</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="Tweaking loss function parameters.">

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  .. image:: /examples_gallery/images/thumb/sphx_glr_plot_loss_function_params_thumb.png
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  :doc:`/examples_gallery/plot_loss_function_params`

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      <div class="sphx-glr-thumbnail-title">Loss function parameters</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="A high quality simulation should be indistinguishable from observed data. Can you guess where the training data ends and the simulation begins?">

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  .. image:: /examples_gallery/images/thumb/sphx_glr_plot_simulation_game_thumb.png
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  :doc:`/examples_gallery/plot_simulation_game`

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      <div class="sphx-glr-thumbnail-title">Simulation game</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="Shows how data can be cleaned before creating a Well.">

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  .. image:: /examples_gallery/images/thumb/sphx_glr_plot_data_cleaning_thumb.png
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  :doc:`/examples_gallery/plot_data_cleaning`

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


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    <div class="sphx-glr-thumbcontainer" tooltip="We show how the prior works. As more and more data is seen, the effect of the prior lessens.">

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  .. image:: /examples_gallery/images/thumb/sphx_glr_plot_prior_effect_thumb.png
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  :doc:`/examples_gallery/plot_prior_effect`

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      <div class="sphx-glr-thumbnail-title">Effect of prior</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="Shows how to Monte Carlo simulate the future.">

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  .. image:: /examples_gallery/images/thumb/sphx_glr_plot_future_simulations_thumb.png
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  :doc:`/examples_gallery/plot_future_simulations`

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


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    <div class="sphx-glr-thumbcontainer" tooltip="- &quot;Least squares&quot; is a special case of - &quot;Weighted least squares&quot;, which is a special case of - &quot;Weighted p-norm regression&quot;, which is a special case of - &quot;Weighted AR(1) regression with errors from a generalized normal distribution&quot;">

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  .. image:: /examples_gallery/images/thumb/sphx_glr_plot_models_with_increasing_complexity_thumb.png
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  :doc:`/examples_gallery/plot_models_with_increasing_complexity`

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      <div class="sphx-glr-thumbnail-title">Increasing model complexity</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="Use the Well class to find parameters and estimate EUR.">

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  .. image:: /examples_gallery/images/thumb/sphx_glr_plot_uncertainty_thumb.png
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  :doc:`/examples_gallery/plot_uncertainty`

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


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.. toctree::
   :hidden:

   /examples_gallery/plot_arps
   /examples_gallery/plot_arps_methods
   /examples_gallery/plot_well_plotting
   /examples_gallery/plot_arps_fit
   /examples_gallery/plot_loss_function_params
   /examples_gallery/plot_simulation_game
   /examples_gallery/plot_data_cleaning
   /examples_gallery/plot_prior_effect
   /examples_gallery/plot_future_simulations
   /examples_gallery/plot_models_with_increasing_complexity
   /examples_gallery/plot_uncertainty


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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: examples_gallery_python.zip </examples_gallery/examples_gallery_python.zip>`

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

      :download:`Download all examples in Jupyter notebooks: examples_gallery_jupyter.zip </examples_gallery/examples_gallery_jupyter.zip>`


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