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[L5-4] Revise notebook
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* Update links to previous lessons.
* Cast all equations between `$$` signs.
* Improve code comments, docstrings, and figures.
* Harmonize code with previous lessons.
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@mesnardo
mesnardo committed Aug 21, 2018
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