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by jbochi 3189 days ago
Very interesting. I've implemented something similar[1] using a pure Collaborative Filtering approach[2][3], that I think works better for me, but it's unable to recommend unpopular repositories.

The New York Times recommender system uses a hybrid approach (Content Based + Collaborative Filtering) called Collaborative Topic Modeling on top of LDA[4]. It would be interesting to try that.

[1]: https://github-recs.appspot.com/

[2]: https://medium.com/towards-data-science/recommending-github-...

[3]: https://github.com/jbochi/facts

[4]: https://open.blogs.nytimes.com/2015/08/11/building-the-next-...

1 comments

Really nice links... Thanks! Will take a look at it and compare and contrast for better tuning. :) Feel free to do the same and raise some pull requests :)