Update Change log and setup.py for release 1.0.5

NicolasHug · Jan 9, 2018 · 9e96cda · 9e96cda
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diff --git a/CHANGELOG.md b/CHANGELOG.md
@@ -1,20 +1,28 @@
-VERSION 1.0.5 (latest, in development)
-======================================
+Latest version, in development
+==============================
+
+* A lot to do here!
+
+VERSION 1.0.5
+=============
 
 Enhancements
 ------------
 
 * Cross-validation tools have been entirely reworked. We can now rely on
   powerful and flexible cross-validation iterators, inspired by scikit-learn's
   API.
-* the evaluate() method has been replaced by cross-validate which is parallel.
+* the evaluate() method has been replaced by cross-validate which is parallel
+  and can return measures on trainset as well as computation times.
 * GridSearch is now parallel, using joblib.
+* GridSearch now allows to refit an algorithm on the whole dataset.
 * default data directory can now be custom with env variable
   SURPRISE_DATA_FOLDER
 * the fit() (and train()) methods now return self, which allows one-liners like
   algo.fit(trainset).test(testset)
 * Algorithms using a random initialization (e.g. SVD, NMF, CoClustering) now
   have a random_state parameter for seeding the RNG.
+* The getting started guide has been rewritten
 
 API Changes
 -----------

diff --git a/setup.py b/setup.py
@@ -23,7 +23,7 @@
 else:
     USE_CYTHON = True
 
-__version__ = 'latest'
+__version__ = '1.0.5'
 
 here = path.abspath(path.dirname(__file__))