> PS: there is an unpractical way though: compute the inchikey of all possible
>    molecules, until you hit the key that you were looking for.

There are several 'resolvers' out there for InChi Keys.
https://cactus.nci.nih.gov/blog/?tag=inchikey-resolver
http://chembl.blogspot.com/2016/03/this-python-inchi-key-resolver-will.html

As noted, these will only work for molecules in PubChem (the NIH resolver) and 
UniChem (the Chembl resolver).

-Geoff

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