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update README.md
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NicolasHug committed Dec 20, 2016
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Expand Up @@ -67,8 +67,8 @@ At the moment, the available prediction algorithms are:
Factorization.
- [SVD++](http://surprise.readthedocs.io/en/latest/matrix_factorization.html#surprise.prediction_algorithms.matrix_factorization.SVDpp):
an extension of SVD taking into account implicite ratings.
- [Slope One](http://surprise.readthedocs.io/en/latest/slope_one.html#surprise.prediction_algorithms.slope_one.SlopeOne): a simple yet accurate collaborative filtering algorithm.
- [Co-clustering](http://surprise.readthedocs.io/en/latest/co_clustering.html#surprise.prediction_algorithms.co_clustering.CoClustering): a collaborative filtering algorithm based on co-clustering.
- [Slope One](http://surprise.readthedocs.io/en/latest/slope_one.html#surprise.prediction_algorithms.slope_one.SlopeOne): a simple yet accurate collaborative filtering algorithm. (Available in latest version).
- [Co-clustering](http://surprise.readthedocs.io/en/latest/co_clustering.html#surprise.prediction_algorithms.co_clustering.CoClustering): a collaborative filtering algorithm based on co-clustering. (Available in latest version).


The name *SurPRISE* (roughly :) ) stands for Simple Python RecommendatIon
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