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Welcome to Surprise' documentation!

Surprise is an easy-to-use Python scikit for recommender systems.

If you're new to Surprise, we invite you to take a look at the :ref:`getting_started` guide, where you'll find a series of tutorials illustrating all you can do with Surprise. You can also check out the :ref:`FAQ` for many use-case example. For installation guidelines, please refer to the project page.

Any kind of feedback/criticism would be greatly appreciated (software design, documentation, improvement ideas, spelling mistakes, etc...). Please feel free to contribute and send pull requests (see GitHub page)!

.. toctree::
   :caption: User Guide
   :hidden:

   getting_started
   prediction_algorithms
   building_custom_algo
   notation_standards
   FAQ


.. toctree::
   :maxdepth: 2
   :caption: API Reference
   :hidden:

   prediction_algorithms_package
   model_selection
   similarities
   accuracy
   dataset
   trainset
   reader
   evaluate
   dump