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2020-08-24[WIP] add introductory example of OT, EMD and Sinkhorn (#191)aboisbunon
* 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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function
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