docs: fix PDF build

gorse-io · May 25, 2019 · 08e9b54 · 08e9b54
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diff --git a/docs/introduction/model/index.rst b/docs/introduction/model/index.rst
@@ -8,25 +8,25 @@ Models
 +----------------------+----------+----------+--------+--------+---------+
 |                      | explicit | implicit | weight | rating | ranking |
 +======================+==========+==========+========+========+=========+
-| BaseLine             | √        |          |        | √      | √       |
+| BaseLine             | Yes      |          |        | Yes    | Yes     |
 +----------------------+----------+----------+--------+--------+---------+
-| NMF [#NMF]_          | √        |          |        | √      | √       |
+| NMF [#NMF]_          | Yes      |          |        | Yes    | Yes     |
 +----------------------+----------+----------+--------+--------+---------+
-| SVD                  | √        |          |        | √      | √       |
+| SVD                  | Yes      |          |        | Yes    | Yes     |
 +----------------------+----------+----------+--------+--------+---------+
-| SVD++ [#SVDPP]_      | √        |          |        | √      | √       |
+| SVD++ [#SVDPP]_      | Yes      |          |        | Yes    | Yes     |
 +----------------------+----------+----------+--------+--------+---------+
-| KNN [#KNN]_          | √        |          |        | √      | √       |
+| KNN [#KNN]_          | Yes      |          |        | Yes    | Yes     |
 +----------------------+----------+----------+--------+--------+---------+
-| CoClustering [#COC]_ | √        |          |        | √      | √       |
+| CoClustering [#COC]_ | Yes      |          |        | Yes    | Yes     |
 +----------------------+----------+----------+--------+--------+---------+
-| SlopeOne [#SO]_      | √        |          |        | √      | √       |
+| SlopeOne [#SO]_      | Yes      |          |        | Yes    | Yes     |
 +----------------------+----------+----------+--------+--------+---------+
-| ItemPop              | √        | √        |        |        | √       |
+| ItemPop              | Yes      | Yes      |        |        | Yes     |
 +----------------------+----------+----------+--------+--------+---------+
-| WRMF [#WRMF]_        | √        | √        | √      |        | √       |
+| WRMF [#WRMF]_        | Yes      | Yes      | Yes    |        | Yes     |
 +----------------------+----------+----------+--------+--------+---------+
-| BPR [#BPR]_          | √        | √        |        |        | √       |
+| BPR [#BPR]_          | Yes      | Yes      |        |        | Yes     |
 +----------------------+----------+----------+--------+--------+---------+
 
 Apparently, these models using implicit feedbacks are more general since explicit feedbacks could be converted to implicit feedbacks and item ranking could be done by rating prediction.

diff --git a/docs/introduction/model/knn.rst b/docs/introduction/model/knn.rst
@@ -50,7 +50,7 @@ Then, the *Mean Square Distance Similarity* is
 
 .. math::
 
-    \text{msd_sim}(u, v) = \frac{1}{\text{msd}(u, v) + 1}
+    \text{MSDSim}(u, v) = \frac{1}{\text{msd}(u, v) + 1}
 
 
 Predict