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
Add more review sorces -whiskyfun, maltmaniacs, etc. (only reddit right now)
Fix ampersand issues
Add images visualization of profile centroids
Fix garbage js