Reproducible analysis
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Analysis workflow
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Visualization scripts
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Notebooks and interactive visualization
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.. note::
    Notebooks are designed for experimenting rather than reusing pieces of code. 
    Unfortunately, code inside a notebook do not facilitate modularisation, and they \
    can even failing in execution unless the cells are run in the exact same\ 
    order ran by the author [1]_



.. [1] The limitations with the use of notebooks for reporting scientific code are also are stated in other `scientific`_ fields (e.g., `data science`_)

.. _data science: https://medium.com/@sahin.samia/scikit-learn-pipelines-explained-streamline-and-optimize-your-machine-learning-processes-f17b1beb86a4

.. _scientific: https://learn.scientific-python.org/development/