.. _Build NeurEco Regression model GUI:

Build NeurEco Regression model with the GUI
============================================

* Fill in the **Settings** tab, the build parameters are explained in the table below:

  .. figure:: ../../../../images/GUIRegressionSettingsToFill.png
    :width: 700
    :alt: Settings to build a Regression model
    :align: center

    Settings to build a Regression model

* Press **Build** button

* Once the **Build** started, the **Training**, **Evaluation**, **Metrics** and **Export** panels become available. The moment the first model is saved to the checkpoint, these panels can be used as usual. 

    
.. _NeurEco Regression build parameters GUI:

Build parameters 
-----------------------

.. csv-table:: Minimum Settings to build a Tabular Regression model
   :file: csv_tables/SettingsBuildTabularRegressionGUI.csv
   :header-rows: 1
   :class: longtable
   :widths: 4, 7
   :delim: ;
   :align: center

.. _NeurEco Regression advanced parameters GUI:

Advanced parameters
----------------------

.. csv-table:: Advanced Settings to build a Tabular Regression model
   :file: csv_tables/AdvancedSettingsBuildTabularRegressionGUI.csv
   :header-rows: 1
   :class: longtable
   :widths: 4, 7
   :delim: ;
   :align: center   
   
.. _Normalizing the data Regression GUI:

Data normalization for Tabular Regression
---------------------------------------------

.. csv-table:: Advanced Settings for the Data normalization
   :file: csv_tables/NormalizationSettingsBuildTabularRegressionGUI.csv
   :header-rows: 1
   :class: longtable
   :widths: 4, 7
   :delim: ;
   :align: center   

.. include:: ../../CommonParts/NormalizationTabularPerFeatureGUI.rst

.. include:: ../../CommonParts/NormalizationTabular.rst

.. _Particular cases of Build for a Tabular Regression:

Particular cases of Build for a Tabular Regression
----------------------------------------------------

.. _Select a model from a checkpoint and improve it Regression GUI:

Select a model from a checkpoint and improve it
""""""""""""""""""""""""""""""""""""""""""""""""""""""""""""

.. include:: ../../CommonParts/Choose model and apply final learning GUI part1.rst
It is possible to export the chosen model as it is from the checkpoint, see :std:ref:`Export NeurEco Regression model with GUI`.

.. include:: ../../CommonParts/Choose model and apply final learning GUI part2.rst

See :std:ref:`Tutorial select a model from a checkpoint python` for the illustration of this option in the Python API.

.. _Limit the size of the NeurEco model during Build Regression GUI:

Limit the size of the NeurEco model during Build
"""""""""""""""""""""""""""""""""""""""""""""""""""""

In **Advanced Settings** set the **Links maximum number**. 

.. include:: ../../CommonParts/Limit the size of the NeurEco model.rst