changed some links in readme

README.md

@@ -1,7 +1,7 @@
 [![GitHub version](https://badge.fury.io/gh/nicolashug%2FSurprise.svg)](https://badge.fury.io/gh/nicolashug%2FSurprise)
 [![Documentation Status](https://readthedocs.org/projects/surprise/badge/?version=latest)](http://surprise.readthedocs.io/en/latest/?badge=latest)
 [![Build Status](https://travis-ci.org/NicolasHug/Surprise.svg?branch=master)](https://travis-ci.org/NicolasHug/Surprise)
-[![python versions](https://img.shields.io/badge/python-2.7%2C%203.5-blue.svg)](https://nicolashug.github.io/Surprise/)
+[![python versions](https://img.shields.io/badge/python-2.7%2C%203.5-blue.svg)](http://surpriselib.com)
 [![license](https://img.shields.io/badge/license-GPLv3-blue.svg)](https://github.com/NicolasHug/Surprise/blob/master/LICENSE.md)
 
 
@@ -11,12 +11,12 @@ Surprise
 Overview
 --------
 
-[Surprise](https://NicolasHug.github.io/Surprise/) is an easy-to-use open
+[Surprise](http://surpriselib.com) is an easy-to-use open
 source Python library for recommender systems. Its goal is to make life easier
 for reseachers who want to play around with new algorithms ideas, for teachers
 who want some teaching materials, and for students.
 
-[Surprise](https://NicolasHug.github.io/Surprise/) **was designed with the
+[Surprise](http://surpriselib.com) **was designed with the
 following purposes in mind**:
 
 - Give the user perfect control over his experiments. To this end, a strong

doc/source/index.rst

@@ -8,16 +8,16 @@
 Welcome to Surprise' documentation!
 ===================================
 
-`Surprise <https://nicolashug.github.io/Surprise/>`_  is an easy-to-use open
+`Surprise <http://surpriselib.com>`_  is an easy-to-use open
 source Python library for recommender systems. Its goal is to make life easier
 for reseachers who want to play around with new algorithms ideas, for teachers
 who want some teaching materials, and for students.
 
-If you're new to `Surprise <https://nicolashug.github.io/Surprise/>`_, we
+If you're new to `Surprise <http://surpriselib.com>`_, 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
-<https://nicolashug.github.io/Surprise/>`_. For installation guidelines, please
-refer to the `project page <https://nicolashug.github.io/Surprise/>`_.
+<http://surpriselib.com>`_. For installation guidelines, please
+refer to the `project page <http://surpriselib.com>`_.
 
 Any kind of feedback/criticism would be greatly appreciated (software design,
 documentation, improvement ideas, spelling mistakes, etc...). Please feel free