Search code examples
pythonrecommendation-enginecollaborative-filtering

Ad recommender system in python

I have tried to use following lib to create simple ad recommender system: http://surpriselib.com/ Surprise lib stricts data folds structure:

Such a file is assumed to specify only one rating per line, and each line needs to respect the following structure:

user ; item ; rating ; [timestamp]

I work with a simple structure without rating:

user_id ad_id

It defines user clicks on ads. I need some kind of collaborative filter to suggest proper ads to user. Should I use other library for doing this or are there other ways for creating ad recommender?

Solution

  • For building an Recommender system you can use the Graphlab Create Library

    Also it includes the sample application with recommender application.

    https://github.com/turi-code/sample-movie-recommender

    For details refer:

    https://turi.com/learn/userguide/recommender/introduction.html