filename:recom.py

# Returns a distance-based similarity score for person1 and person2
def sim_distance(prefs,person1,person2):
# Get the list of shared_itemssi={}for item in prefs[person1]:if item in prefs[person2]:si[item]=1# if they have no ratings in common, return 0if len(si)==0: return 0# Add up the squares of all the differencessum_of_squares=sum([pow(prefs[person1][item]-prefs[person2][item],2)for item in prefs[person1] if item in prefs[person2]])return 1/(1+sum_of_squares)

Am getting the error ,when i try to do reload(recom)

Traceback (most recent call last):File "", line 1, in NameError: name 'recom' is not defined

I use python 3.4.3, and I just encountered the same problem. The below solution solved it for me.

When you use reload() you should also use from imp import reload before you use it.

As to getting the Euclidean Distance Score, you can get your answer like:

 from recom import criticsfrom recom import sim_distancesim_distance(critics,'Lisa Rose','Gene Seymour')

The result is: 0.29429805508554946