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* Update Partitional clustering notebook
I have addressed issue #1805 by updating the partitional_clustering notebook to include all the supported distance metrics.
* Fix issue with additional </li> tag
* Fix issue with additional </li> tag
* Removed <!-- --> tag present earlier
Investigated issue with additional </li> tag by using a comment tag. Reverted the comment tag as it is unnecessary.
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