=========== Movie Rec

Movie Rec provides movie recommendation based on Singular Value Decomposition (SVD). Given a set of SVD fills unrated movies based on the ratings of other users. Usage::

cd [path]/MovieRecommender

python movierec/main.py -u [movie_IDs] -p [path_to_json_file]

Example:

python movierec/main.py -u 3 10 50 63 -p movies_data/movies.json

(Note: argument '-p' is by default 'movies_data/movies.json')

If movirec used as a package:

import json
from movierec.movie_recommender import MovieRecommender

user_pref = [movie_ID1, movie_ID2, ..., movie_IDn]
path = 'some_path/movies.json'
data = json.load(open(path, 'rb'))

recommendation = MovieRecommender(data).recommend(user_pref)

Install

Run the following commands from movierec root folder:

• easy_install pip (only if you don't have pip installed)

• make init

For installing movierec package:

• make install

Running tests:

• pip install nose (if you don't have installed nose)

• make test