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**Welcome to hana_automl!**
***************************
**AutoML. Simplified.**

Hana_automl is a simple but accurate Automated Machine Learning library. Based on SAP HANA powerful in-memory algorithms, it provides high accuracy in multiple machine learning tasks. Our library also uses numerous data preprocessing functions to automate routine data cleaning tasks. So, hana_automl goes through all AutoML steps and makes Data Science work easier.

**Features:**

.. list-table::
   
   * - .. figure:: ./images/snap.svg
          :width: 20%

          **Easy**.
          Set up whole AutoML process in a few lines of code.

     - .. figure:: ./images/darts.svg
          :width: 20%

          **Accurate**.
          One of the most accurate results.

     - .. figure:: ./images/server.svg
          :width: 20%

          **In-memory**.
          We're using SAP HANA database efficient algorithms.




.. warning::
   This library is an open-source research project and is not a part of any official `SAP <https://www.sap.com/>`_ products. 



.. toctree::
   :maxdepth: 2
   :caption: Contents:

   guide
   classes
   examples
   clients
   advanced
   core
   
   
   



Indices and tables
==================

* :ref:`genindex`
* :ref:`modindex`
* :ref:`search`