Merge branch 'master' of https://github.com/NicolasHug/Surprise

CHANGELOG.md

@@ -1,6 +1,8 @@
-CURRENT
+VERSION 1.0.0
 =======
 
+Date: 22/11/16
+
 * Changed name from recsys to surprise
 * Improved printing of accuracy measures.
 * Added version number.

README.md

@@ -1,5 +1,4 @@
-[![GitHub
-version](https://badge.fury.io/gh/nicolashug%2Fsurprise.svg)](https://nicolashug.github.io/Surprise/)
+[![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)
@@ -40,7 +39,7 @@ purposes in mind**:
 - Provide with 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/tree/master/examples/notebooks/Compare.ipynb/)
+  [compare](http://nbviewer.jupyter.org/github/NicolasHug/Surprise/blob/master/examples/notebooks/Compare.ipynb)
   the algorithms performance. Cross-validation procedures can be run very easily.
 
 The name *SurPRISE* (roughly) stands for Simple Python RecommendatIon System