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* add introductory example of OT, EMD and Sinkhorn
* improve figure and try complying with pep8
* autopep8
* change markdown elements to rst
* try solving issue with images
* fix issue with images
* add a section on varying the sinkhorn hyperparameter
* add Sinkhorn algorithm and discussion for comparison between EMD and Sinkhorn
* autopep8 again
* add subsections and modify figure sizes/shapes
* fix bug with print
* correct some typos
* remove computational time comparison
* autopep8 again...
Co-authored-by: Aurelie Boisbunon <abb@mydatamodels.com>
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