<commit_before>.. image:: _static/logo_name.png
    :alt: **IPyPublish**

A package for creating and editing publication ready scientific reports
and presentations, from Jupyter Notebooks.


.. figure:: _static/main_image.*
    :width: 60%
    :align: center
    :alt: image of cycle


.. attention::

    IPyPublish is evolving!
    Please see :ref:`releases` for all the exciting new feature.

    Also see `pytest-notebook <https://pytest-notebook.readthedocs.io>`_,
    for a new tool to test and regenerate notebooks.


IPyPublish: Features
====================

Combining features of the Jupyter Notebook,
WYSIWYG editors, Latex document preparation system and Sphinx HTML creation,
to provide a workflow for:

- Dynamic editing and visualisation of key document components
  (text, math, figures, tables, references, citations, etc).

- Combine document elements with dynamic (and reproducible) data exploration,
  analysis and visualisation.<commit_msg>Update index.rst<commit_after>.. image:: _static/logo_name.png
    :alt: **IPyPublish**

A package for creating and editing publication ready scientific reports
and presentations, from Jupyter Notebooks.


.. figure:: _static/main_image.*
    :width: 60%
    :align: center
    :alt: image of cycle


.. attention::

    This package is still maintained, but it is envisaged that it will eventually be superceeded by the `Executable Book Project toolchain <https://executablebooks.org/en/latest/tools.html>`__.
    So definitely also check that out, and feedback any improvement suggestions! 😀

    Also see `pytest-notebook <https://pytest-notebook.readthedocs.io>`_,
    for a new tool to test and regenerate notebooks.


IPyPublish: Features
====================

Combining features of the Jupyter Notebook,
WYSIWYG editors, Latex document preparation system and Sphinx HTML creation,
to provide a workflow for:

- Dynamic editing and visualisation of key document components
  (text, math, figures, tables, references, citations, etc).

- Combine document elements with dynamic (and reproducible) data exploration,
  analysis and visualisation.
{'fraction_non_alphanumeric': 0.0948316737790422, 'fraction_numerical': 0.001896633475580844, 'mean_word_length': 4.355329949238579, 'pattern_counts': {'":': 0, '<': 6, '<?xml version=': 0, '>': 6, 'https://': 3, 'lorem ipsum': 0, 'www.': 0, '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': '4187641', 'n_tokens_mistral': 611, 'n_tokens_neox': 567, 'n_words': 234}