Release notes: Update for v1.12 release

Closes #167


Project: http://git-wip-us.apache.org/repos/asf/incubator-madlib/repo
Commit: http://git-wip-us.apache.org/repos/asf/incubator-madlib/commit/b963ac1b
Tree: http://git-wip-us.apache.org/repos/asf/incubator-madlib/tree/b963ac1b
Diff: http://git-wip-us.apache.org/repos/asf/incubator-madlib/diff/b963ac1b

Branch: refs/heads/master
Commit: b963ac1b2fdf5d73a7a38a763a81bc90474d6fdb
Parents: ddc606b
Author: Orhan Kislal <okis...@pivotal.io>
Authored: Fri Aug 18 06:22:06 2017 -0700
Committer: Rahul Iyer <ri...@apache.org>
Committed: Fri Aug 18 06:28:18 2017 -0700

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 RELEASE_NOTES | 51 ++++++++++++++++++++++++++++++++++++++++++++++++++-
 1 file changed, 50 insertions(+), 1 deletion(-)
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http://git-wip-us.apache.org/repos/asf/incubator-madlib/blob/b963ac1b/RELEASE_NOTES
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diff --git a/RELEASE_NOTES b/RELEASE_NOTES
index e9729cc..7da084d 100644
--- a/RELEASE_NOTES
+++ b/RELEASE_NOTES
@@ -9,7 +9,56 @@ commit history located at 
https://github.com/apache/madlib/commits/master.
 
 Current list of bugs and issues can be found at 
https://issues.apache.org/jira/browse/MADLIB.
 —-------------------------------------------------------------------------
-MADlib v1.11.0:
+MADlib v1.12:
+
+Release Date: 2017-August-18
+
+New features:
+* New module: Graph - All Pairs Shortest Path (MADLIB-1072, MADLIB-1099, 
MADLIB-1106)
+* New module: Graph - Weakly Connected Components (MADLIB-1071, MADLIB-1083, 
MADLIB-1101)
+* New module: Graph - Breadth First Search (MADLIB-1102)
+* New module: Graph - Measures (MADLIB-1073)
+* New Module: Sample - Stratified Sampling (MADLIB-986)
+* New Module: Sample - Train-test split (MADLIB-1119)
+* New Module: Multilayer Perceptron (MADLIB-413, MADLIB-1134)
+* DT and RF:
+    - Allow expressions in feature list (MADLIB-1087)
+    - Allow array input for features (MADLIB-965)
+    - Filter NULL dependent values in OOB (MADLIB-1097)
+    - Add option to treat NULL as category
+* Summary:
+    - Allow user to determine the number of columns per run (MADLIB-1117)
+    - Improve efficiency of computation time by ~35% (MADLIB-1104)
+* Sketch:
+    - Promote cardinality estimators to top level module from early stage 
(MADLIB-1120)
+* Add basic code coverage support (MADLIB-1138)
+* Updates for Apache Top Level Project readiness (MADLIB-1112, MADLIB-1130, 
MADLIB-1133, MADLIB-1142)
+
+Bug fixes:
+    - DT and RF:
+        - Fix array to string conversion with CV
+        - Include NULL rows in count for termination check
+    - Sketch:
+        - Remove per-tuple checks for better performance
+    - PageRank:
+        - Fix multiple bugs and perf issue in grouping (MADLIB-1100, 
MADLIB-1107)
+    - Kmeans:
+        - Fix IC drop table statements
+    - Graph:
+        - Fix quoted output table name bug (MADLIB-1137)
+        - Fix empty string arguments bug
+    - Elastic Net:
+        - Fix the data scaling bug with normalization (MADLIB-1094)
+        - Reduce the tolerance for a faster IC test (MADLIB-1118)
+    - Control:
+        - Update 'optimizer' GUC only if editable (MADLIB-1109)
+
+Other:
+    - Build: Add CDATA block to avoid invalid xml
+    - Multiple user documentation improvements
+
+—-------------------------------------------------------------------------
+MADlib v1.11:
 
 Release Date: 2017-May-05
 

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