Whiskey Query

Returns: Smell, Taste, and Finish words learned via an embedding approach, bayesian mean rating, and similar whiskies based on the cosine distance of the smell, taste, finish, and overall (bag of words) of the input whiskey.

Still a work in progress.

TODO - open needs:

Get rid of duplicate whiskies from dataset

Whiskies with one review - not always good results

Clean up misspelled whiskies

Add image input

OCR/bottle class

Add more review sorces -whiskyfun, maltmaniacs, etc. (only reddit right now)

Fix ampersand issues

Add images visualization of profile centroids

Fix garbage js