<commit_before>.. _radiomics-usage-label:

=====
Usage
=====

-----------------
Instruction Video
-----------------

.. raw:: html

        <iframe width="560" height="315" src="https://www.youtube.com/embed/ZF1rTtRW3eQ" frameborder="0" allowfullscreen></iframe>

-------
Example
-------

* PyRadiomics example code and data is available in the `Github repository <https://github.com/Radiomics/pyradiomics>`_

* The sample data is provided in ``pyradiomics/data``

* Use `jupyter <http://jupyter.org/>`_ to run the helloRadiomics example, located in ``pyradiomics/examples/Notebooks``

* Jupyter can also be used to run the example notebook as shown in the instruction video

  * The example notebook can be found in ``pyradiomics/examples/Notebooks``<commit_msg>DOCS: Update notebooks directory in usage docs<commit_after>.. _radiomics-usage-label:

=====
Usage
=====

-----------------
Instruction Video
-----------------

.. raw:: html

        <iframe width="560" height="315" src="https://www.youtube.com/embed/ZF1rTtRW3eQ" frameborder="0" allowfullscreen></iframe>

-------
Example
-------

* PyRadiomics example code and data is available in the `Github repository <https://github.com/Radiomics/pyradiomics>`_

* The sample data is provided in ``pyradiomics/data``

* Use `jupyter <http://jupyter.org/>`_ to run the helloRadiomics example, located in ``pyradiomics/notebooks``

* Jupyter can also be used to run the example notebook as shown in the instruction video

  * The example notebook can be found in ``pyradiomics/notebooks``
{'fraction_non_alphanumeric': 0.17585983127839067, 'fraction_numerical': 0.011680726800778715, 'mean_word_length': 3.368271954674221, 'pattern_counts': {'":': 0, '<': 11, '<?xml version=': 0, '>': 11, 'https://': 4, 'lorem ipsum': 0, 'www.': 2, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 0, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
{'dir': 'git-commits-cleaned', 'id': '1623352', 'n_tokens_mistral': 499, 'n_tokens_neox': 471, 'n_words': 141}