[PR] Embedded Jupyter Notebooks

[rodrigo-arenas]

This PR enables to add Jupyter notebooks into the main documentation page, some notes:

• The notebooks were moved from ./demos to ./docs/notebooks
• Changed other documentation for typos and redaction fix after a general review
• Added the option :titlesonly: in the index.rst file to hide subtitles and make less verbosity
• Extra medium article explaining the optimization process

[codecov[bot]]

Codecov Report

Merging #35 (9d84535) into master (aa2f81c) will not change coverage. The diff coverage is n/a.

@@           Coverage Diff           @@
##           master      #35   +/-   ##
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  Coverage   96.37%   96.37%           
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  Files          18       18           
  Lines         552      552           
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  Hits          532      532           
  Misses         20       20           

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