.. _tutorials:

Tutorials
==========

In the following you find tutorials that introduce the functionalities of MADAS. 

.. toctree::
   :maxdepth: 1

   tutorials/0_preparations_and_installation
   tutorials/1_data_download_and_management
   tutorials/2_using_material_fingerprints
   tutorials/3_similarity_matrix_and_clustering
   tutorials/4_NOMAD_API_usage
   tutorials/5_custom_Backend
   tutorials/6_custom_API

You can also download the tutorials as Python notebooks for following them interactively. Please make sure you follow the :doc:`instructions for installation </tutorials/0_preparations_and_installation>` before starting.

* :download:`Tutorial 1: Data download and management <_static/tutorials_download/1_data_download_and_management.ipynb>`
* :download:`Tutorial 2: Using material fingerprints <_static/tutorials_download/2_using_material_fingerprints.ipynb>`
* :download:`Tutorial 3: Similarity matrices and clustering <_static/tutorials_download/3_similarity_matrix_and_clustering.ipynb>`
* :download:`Tutorial 4: Using the NOMAD API <_static/tutorials_download/4_NOMAD_API_usage.ipynb>`
* :download:`Tutorial 5: Writing a custom Backend <_static/tutorials_download/5_custom_Backend.ipynb>`


**More tutorials will be added soon!**