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update README.md
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NicolasHug committed Dec 13, 2016
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Expand Up @@ -31,11 +31,11 @@ following purposes in mind**:
Users can use both *built-in* datasets
([Movielens](http://grouplens.org/datasets/movielens/),
[Jester](http://eigentaste.berkeley.edu/dataset/)), and their own *custom* datasets.
- Provide with various ready-to-use [prediction
- Provide various ready-to-use [prediction
algorithms](http://surprise.readthedocs.io/en/latest/prediction_algorithms_package.html) (Neighborhood approaches, SVD, SVD++...)
- Make it easy to implement [new algorithm
ideas](http://surprise.readthedocs.io/en/latest/building_custom_algo.html).
- Provide with tools to [evaluate](http://surprise.readthedocs.io/en/latest/evaluate.html),
- Provide tools to [evaluate](http://surprise.readthedocs.io/en/latest/evaluate.html),
[analyse](http://nbviewer.jupyter.org/github/NicolasHug/Surprise/tree/master/examples/notebooks/KNNBasic_analysis.ipynb/)
and
[compare](http://nbviewer.jupyter.org/github/NicolasHug/Surprise/blob/master/examples/notebooks/Compare.ipynb)
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