Some doc + update CHANGELOG

NicolasHug · Dec 13, 2016 · cb15ffb · cb15ffb
1 parent df4efc8
commit cb15ffb
Show file tree

Hide file tree

Showing 2 changed files with 17 additions and 6 deletions.
diff --git a/CHANGELOG.md b/CHANGELOG.md
@@ -1,6 +1,19 @@
-VERSION 1.0.0
+Current
 =======
 
+Enhancements
+------------
+* Added Probabilistic Matrix Factorization as an option SVD
+* Cythonized Baseline Computation
+
+Other
+-----
+* Changed license to BSD
+* Six is now a dependency
+
+VERSION 1.0.0
+=============
+
 Date: 22/11/16
 
 * Changed name from recsys to surprise

diff --git a/doc/source/building_custom_algo.rst b/doc/source/building_custom_algo.rst
@@ -37,7 +37,7 @@ return a dictionary with given details: ::
 
 This dictionary will be stored in the :class:`prediction
 <surprise.prediction_algorithms.predictions.Prediction>` as the ``details``
-field and can be used for later analysis.
+field and can be used :ref:`for later analysis <dumping>`.
 
 
 
@@ -80,10 +80,8 @@ rating for the item:
     :name: mean_rating_user_item.py
     :lines: 22-35
 
-Predicting the mean rating for an item would have been done in a similar
-fashion using the ``ir`` field. Note that it would have been a better idea to
-compute all the user means in the ``train`` method, thus avoiding the same
-computations multiple times.
+Note that it would have been a better idea to compute all the user means in the
+``train`` method, thus avoiding the same computations multiple times.
 
 
 When the prediction is impossible