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Theodore Vasiloudis updated FLINK-2274:
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Summary: Add a histogram method for DataSet[Double] (was: Add a histogram
method for
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ASF GitHub Bot commented on FLINK-1723:
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GitHub user thvasilo opened a pull request:
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ASF GitHub Bot commented on FLINK-2157:
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Github user tillrohrmann commented on a
Github user tillrohrmann commented on a diff in the pull request:
https://github.com/apache/flink/pull/871#discussion_r34131445
--- Diff:
flink-staging/flink-ml/src/main/scala/org/apache/flink/ml/package.scala ---
@@ -70,6 +70,15 @@ package object ml {
dataSet.map(new
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ASF GitHub Bot commented on FLINK-2157:
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Github user tillrohrmann commented on a
Github user tillrohrmann commented on a diff in the pull request:
https://github.com/apache/flink/pull/871#discussion_r34132938
--- Diff:
flink-staging/flink-ml/src/test/scala/org/apache/flink/ml/evaluation/ScoreTest.scala
---
@@ -0,0 +1,118 @@
+/*
+ * Licensed to the
Github user thvasilo commented on a diff in the pull request:
https://github.com/apache/flink/pull/871#discussion_r34137657
--- Diff:
flink-staging/flink-ml/src/main/scala/org/apache/flink/ml/evaluation/Score.scala
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@@ -0,0 +1,140 @@
+/*
+ * Licensed to the Apache
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ASF GitHub Bot commented on FLINK-2157:
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Github user thvasilo commented on a diff in
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ASF GitHub Bot commented on FLINK-2157:
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Github user thvasilo commented on a diff in
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ASF GitHub Bot commented on FLINK-2157:
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Github user tillrohrmann commented on a
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ASF GitHub Bot commented on FLINK-2157:
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Github user tillrohrmann commented on a
Github user thvasilo commented on a diff in the pull request:
https://github.com/apache/flink/pull/871#discussion_r34137699
--- Diff:
flink-staging/flink-ml/src/main/scala/org/apache/flink/ml/evaluation/Scorer.scala
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@@ -0,0 +1,43 @@
+/*
+ * Licensed to the Apache
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ASF GitHub Bot commented on FLINK-2157:
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Github user thvasilo commented on a diff in
Github user thvasilo commented on a diff in the pull request:
https://github.com/apache/flink/pull/871#discussion_r34138011
--- Diff:
flink-staging/flink-ml/src/main/scala/org/apache/flink/ml/evaluation/Scorer.scala
---
@@ -0,0 +1,43 @@
+/*
+ * Licensed to the Apache
Github user thvasilo commented on a diff in the pull request:
https://github.com/apache/flink/pull/871#discussion_r34139297
--- Diff:
flink-staging/flink-ml/src/main/scala/org/apache/flink/ml/pipeline/Predictor.scala
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@@ -172,9 +198,42 @@ object Predictor {
}
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ASF GitHub Bot commented on FLINK-1723:
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Github user tillrohrmann commented on a
Github user tillrohrmann commented on a diff in the pull request:
https://github.com/apache/flink/pull/891#discussion_r34139543
--- Diff:
flink-staging/flink-ml/src/main/scala/org/apache/flink/ml/evaluation/CrossValidation.scala
---
@@ -0,0 +1,97 @@
+/*
+ * Licensed to
Github user StephanEwen commented on the pull request:
https://github.com/apache/flink/pull/886#issuecomment-119553437
We need to find a solution for the webfrontend, though. Starting it on
random ports is not a real solution. Also the user that wants to see progress
needs to connect
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ASF GitHub Bot commented on FLINK-2288:
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Github user StephanEwen commented on the
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ASF GitHub Bot commented on FLINK-2288:
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Github user StephanEwen commented on the
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ASF GitHub Bot commented on FLINK-2157:
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Github user thvasilo commented on a diff in
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ASF GitHub Bot commented on FLINK-1723:
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Github user tillrohrmann commented on a
Github user tillrohrmann commented on a diff in the pull request:
https://github.com/apache/flink/pull/891#discussion_r34139410
--- Diff:
flink-staging/flink-ml/src/test/scala/org/apache/flink/ml/evaluation/CrossValidationITSuite.scala
---
@@ -0,0 +1,123 @@
+/*
+ *
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ASF GitHub Bot commented on FLINK-2157:
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Github user thvasilo commented on a diff in
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ASF GitHub Bot commented on FLINK-2157:
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Github user thvasilo commented on a diff in
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ASF GitHub Bot commented on FLINK-2157:
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Github user thvasilo commented on a diff in
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ASF GitHub Bot commented on FLINK-2157:
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Github user thvasilo commented on a diff in
Github user thvasilo commented on a diff in the pull request:
https://github.com/apache/flink/pull/871#discussion_r34137842
--- Diff:
flink-staging/flink-ml/src/main/scala/org/apache/flink/ml/evaluation/Scorer.scala
---
@@ -0,0 +1,43 @@
+/*
+ * Licensed to the Apache
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https://issues.apache.org/jira/browse/FLINK-2310?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanelfocusedCommentId=14618466#comment-14618466
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ASF GitHub Bot commented on FLINK-2310:
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GitHub user shghatge opened a pull request:
GitHub user shghatge opened a pull request:
https://github.com/apache/flink/pull/892
[FLINK-2310] Add an Adamic Adar Similarity example
Added an Adamic Adar Similarity example to Gelly.
Added one test accordingly for the same.
You can merge this pull request into a Git
Github user tillrohrmann commented on the pull request:
https://github.com/apache/flink/pull/871#issuecomment-119548250
Really good work @thvasilo. I had some minor comments.
The only thing we have to discuss is whether `score` should be part of the
`Predictor` interface.
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ASF GitHub Bot commented on FLINK-2157:
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Github user tillrohrmann commented on the
Github user thvasilo commented on a diff in the pull request:
https://github.com/apache/flink/pull/871#discussion_r34139797
--- Diff:
flink-staging/flink-ml/src/test/scala/org/apache/flink/ml/evaluation/ScoreTest.scala
---
@@ -0,0 +1,118 @@
+/*
+ * Licensed to the Apache
Github user thvasilo commented on a diff in the pull request:
https://github.com/apache/flink/pull/871#discussion_r34141306
--- Diff:
flink-staging/flink-ml/src/test/scala/org/apache/flink/ml/evaluation/ScorerITSuite.scala
---
@@ -0,0 +1,96 @@
+/*
+ * Licensed to the
Github user thvasilo commented on a diff in the pull request:
https://github.com/apache/flink/pull/871#discussion_r34139345
--- Diff:
flink-staging/flink-ml/src/main/scala/org/apache/flink/ml/pipeline/Predictor.scala
---
@@ -233,11 +292,10 @@ trait PredictOperation[Instance,
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ASF GitHub Bot commented on FLINK-2157:
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Github user thvasilo commented on a diff in
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ASF GitHub Bot commented on FLINK-2157:
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Github user thvasilo commented on a diff in
Github user thvasilo commented on a diff in the pull request:
https://github.com/apache/flink/pull/871#discussion_r34139631
--- Diff:
flink-staging/flink-ml/src/test/scala/org/apache/flink/ml/evaluation/ScoreTest.scala
---
@@ -0,0 +1,118 @@
+/*
+ * Licensed to the Apache
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ASF GitHub Bot commented on FLINK-2157:
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Github user thvasilo commented on a diff in
Github user thvasilo commented on a diff in the pull request:
https://github.com/apache/flink/pull/871#discussion_r34139561
--- Diff:
flink-staging/flink-ml/src/main/scala/org/apache/flink/ml/recommendation/ALS.scala
---
@@ -425,6 +434,34 @@ object ALS {
}
}
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ASF GitHub Bot commented on FLINK-2157:
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Github user thvasilo commented on a diff in
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ASF GitHub Bot commented on FLINK-2157:
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Github user tillrohrmann commented on a
Github user thvasilo commented on a diff in the pull request:
https://github.com/apache/flink/pull/871#discussion_r34141423
--- Diff:
flink-staging/flink-ml/src/test/scala/org/apache/flink/ml/regression/MultipleLinearRegressionITSuite.scala
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@@ -132,4 +132,28 @@ class
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ASF GitHub Bot commented on FLINK-2157:
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Github user thvasilo commented on a diff in
Github user tillrohrmann commented on a diff in the pull request:
https://github.com/apache/flink/pull/871#discussion_r34142416
--- Diff:
flink-staging/flink-ml/src/main/scala/org/apache/flink/ml/pipeline/Predictor.scala
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@@ -72,12 +74,36 @@ trait Predictor[Self] extends
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Robert Metzger commented on FLINK-2296:
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Yes, my PR will contain a fix for that.
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ASF GitHub Bot commented on FLINK-2157:
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Github user thvasilo commented on a diff in
Github user thvasilo commented on a diff in the pull request:
https://github.com/apache/flink/pull/871#discussion_r34138183
--- Diff:
flink-staging/flink-ml/src/main/scala/org/apache/flink/ml/package.scala ---
@@ -70,6 +70,15 @@ package object ml {
dataSet.map(new
Github user thvasilo commented on a diff in the pull request:
https://github.com/apache/flink/pull/871#discussion_r34138149
--- Diff:
flink-staging/flink-ml/src/main/scala/org/apache/flink/ml/package.scala ---
@@ -70,6 +70,15 @@ package object ml {
dataSet.map(new
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ASF GitHub Bot commented on FLINK-2157:
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Github user tillrohrmann commented on a
Github user tillrohrmann commented on a diff in the pull request:
https://github.com/apache/flink/pull/871#discussion_r34138731
--- Diff:
flink-staging/flink-ml/src/main/scala/org/apache/flink/ml/evaluation/Scorer.scala
---
@@ -0,0 +1,43 @@
+/*
+ * Licensed to the Apache
Github user tillrohrmann commented on a diff in the pull request:
https://github.com/apache/flink/pull/871#discussion_r34138682
--- Diff:
flink-staging/flink-ml/src/main/scala/org/apache/flink/ml/evaluation/Score.scala
---
@@ -0,0 +1,140 @@
+/*
+ * Licensed to the Apache
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ASF GitHub Bot commented on FLINK-2157:
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Github user thvasilo commented on a diff in
Github user thvasilo commented on a diff in the pull request:
https://github.com/apache/flink/pull/871#discussion_r34139499
--- Diff:
flink-staging/flink-ml/src/main/scala/org/apache/flink/ml/recommendation/ALS.scala
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@@ -25,11 +25,15 @@ import org.apache.flink.api.scala._
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ASF GitHub Bot commented on FLINK-2157:
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Github user thvasilo commented on a diff in
Github user thvasilo commented on a diff in the pull request:
https://github.com/apache/flink/pull/871#discussion_r34139871
--- Diff:
flink-staging/flink-ml/src/test/scala/org/apache/flink/ml/evaluation/ScoreTest.scala
---
@@ -0,0 +1,118 @@
+/*
+ * Licensed to the Apache
Github user tillrohrmann commented on a diff in the pull request:
https://github.com/apache/flink/pull/871#discussion_r34140107
--- Diff:
flink-staging/flink-ml/src/main/scala/org/apache/flink/ml/recommendation/ALS.scala
---
@@ -25,11 +25,15 @@ import org.apache.flink.api.scala._
Github user thvasilo commented on a diff in the pull request:
https://github.com/apache/flink/pull/871#discussion_r34140226
--- Diff:
flink-staging/flink-ml/src/test/scala/org/apache/flink/ml/evaluation/ScoreTest.scala
---
@@ -0,0 +1,118 @@
+/*
+ * Licensed to the Apache
Github user thvasilo commented on a diff in the pull request:
https://github.com/apache/flink/pull/871#discussion_r34142293
--- Diff:
flink-staging/flink-ml/src/main/scala/org/apache/flink/ml/pipeline/Predictor.scala
---
@@ -72,12 +74,36 @@ trait Predictor[Self] extends
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ASF GitHub Bot commented on FLINK-2000:
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Github user asfgit closed the pull request
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ASF GitHub Bot commented on FLINK-2157:
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Github user tillrohrmann commented on a
Github user tillrohrmann commented on a diff in the pull request:
https://github.com/apache/flink/pull/871#discussion_r34132161
--- Diff:
flink-staging/flink-ml/src/main/scala/org/apache/flink/ml/pipeline/Predictor.scala
---
@@ -172,9 +198,42 @@ object Predictor {
}
Github user tillrohrmann commented on a diff in the pull request:
https://github.com/apache/flink/pull/871#discussion_r34132140
--- Diff:
flink-staging/flink-ml/src/main/scala/org/apache/flink/ml/pipeline/Predictor.scala
---
@@ -172,9 +198,42 @@ object Predictor {
}
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ASF GitHub Bot commented on FLINK-2157:
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Github user tillrohrmann commented on a
GitHub user thvasilo opened a pull request:
https://github.com/apache/flink/pull/891
[FLINK-1723] [ml] [WIP] Add cross validation for model evaluation
Cross validation (CV) [1] is a standard tool to estimate the test error for
a model. As such it is a crucial tool for every machine
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ASF GitHub Bot commented on FLINK-2288:
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Github user StephanEwen commented on the
Github user StephanEwen commented on the pull request:
https://github.com/apache/flink/pull/886#issuecomment-119529122
I will address the comments and merge this...
---
If your project is set up for it, you can reply to this email and have your
reply appear on GitHub as well. If your
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ASF GitHub Bot commented on FLINK-2157:
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Github user tillrohrmann commented on a
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ASF GitHub Bot commented on FLINK-2157:
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Github user tillrohrmann commented on a
Github user tillrohrmann commented on a diff in the pull request:
https://github.com/apache/flink/pull/871#discussion_r34132488
--- Diff:
flink-staging/flink-ml/src/main/scala/org/apache/flink/ml/recommendation/ALS.scala
---
@@ -425,6 +434,34 @@ object ALS {
}
}
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https://issues.apache.org/jira/browse/FLINK-2293?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Stephan Ewen resolved FLINK-2293.
-
Resolution: Fixed
Assignee: Stephan Ewen
Fix Version/s: 0.10
Fixed in 0.10 in
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Stephan Ewen closed FLINK-2293.
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Division by Zero Exception
--
Key: FLINK-2293
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Theodore Vasiloudis updated FLINK-2274:
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Description:
We should provide descriptive statistics about DataSets containing real
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Theodore Vasiloudis reassigned FLINK-1723:
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Assignee: Theodore Vasiloudis (was: Mikio Braun)
Add cross validation for
Github user tillrohrmann commented on a diff in the pull request:
https://github.com/apache/flink/pull/871#discussion_r34134236
--- Diff:
flink-staging/flink-ml/src/test/scala/org/apache/flink/ml/evaluation/ScoreTest.scala
---
@@ -0,0 +1,118 @@
+/*
+ * Licensed to the
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ASF GitHub Bot commented on FLINK-2157:
---
Github user tillrohrmann commented on a
Github user tillrohrmann commented on a diff in the pull request:
https://github.com/apache/flink/pull/871#discussion_r34130977
--- Diff:
flink-staging/flink-ml/src/main/scala/org/apache/flink/ml/evaluation/Scorer.scala
---
@@ -0,0 +1,43 @@
+/*
+ * Licensed to the Apache
Github user tillrohrmann commented on a diff in the pull request:
https://github.com/apache/flink/pull/871#discussion_r34130926
--- Diff:
flink-staging/flink-ml/src/main/scala/org/apache/flink/ml/evaluation/Score.scala
---
@@ -0,0 +1,140 @@
+/*
+ * Licensed to the Apache
Github user tillrohrmann commented on a diff in the pull request:
https://github.com/apache/flink/pull/871#discussion_r34131262
--- Diff:
flink-staging/flink-ml/src/main/scala/org/apache/flink/ml/package.scala ---
@@ -70,6 +70,15 @@ package object ml {
dataSet.map(new
Github user tillrohrmann commented on a diff in the pull request:
https://github.com/apache/flink/pull/871#discussion_r34132722
--- Diff:
flink-staging/flink-ml/src/test/scala/org/apache/flink/ml/evaluation/ScoreTest.scala
---
@@ -0,0 +1,118 @@
+/*
+ * Licensed to the
Github user tillrohrmann commented on a diff in the pull request:
https://github.com/apache/flink/pull/871#discussion_r34132725
--- Diff:
flink-staging/flink-ml/src/test/scala/org/apache/flink/ml/evaluation/ScoreTest.scala
---
@@ -0,0 +1,118 @@
+/*
+ * Licensed to the
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https://issues.apache.org/jira/browse/FLINK-2157?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanelfocusedCommentId=14618317#comment-14618317
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ASF GitHub Bot commented on FLINK-2157:
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Github user tillrohrmann commented on a
Github user tillrohrmann commented on a diff in the pull request:
https://github.com/apache/flink/pull/871#discussion_r34132387
--- Diff:
flink-staging/flink-ml/src/main/scala/org/apache/flink/ml/recommendation/ALS.scala
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@@ -25,11 +25,15 @@ import org.apache.flink.api.scala._
Github user tillrohrmann commented on a diff in the pull request:
https://github.com/apache/flink/pull/871#discussion_r34132347
--- Diff:
flink-staging/flink-ml/src/main/scala/org/apache/flink/ml/pipeline/Predictor.scala
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@@ -233,11 +292,10 @@ trait PredictOperation[Instance,
Github user tillrohrmann commented on a diff in the pull request:
https://github.com/apache/flink/pull/871#discussion_r34132336
--- Diff:
flink-staging/flink-ml/src/main/scala/org/apache/flink/ml/pipeline/Predictor.scala
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@@ -172,9 +198,42 @@ object Predictor {
}
Github user tillrohrmann commented on a diff in the pull request:
https://github.com/apache/flink/pull/871#discussion_r34133929
--- Diff:
flink-staging/flink-ml/src/test/scala/org/apache/flink/ml/evaluation/ScoreTest.scala
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@@ -0,0 +1,118 @@
+/*
+ * Licensed to the
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ASF GitHub Bot commented on FLINK-2157:
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Github user tillrohrmann commented on a
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ASF GitHub Bot commented on FLINK-2157:
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Github user tillrohrmann commented on a
Github user ChengXiangLi commented on the pull request:
https://github.com/apache/flink/pull/888#issuecomment-119530383
Thanks Stephan for comments, i've added the configuration switch and
performance benchmark in the latest commit, and research on the unit test
failure now.
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If
Github user tillrohrmann commented on a diff in the pull request:
https://github.com/apache/flink/pull/871#discussion_r34134304
--- Diff:
flink-staging/flink-ml/src/test/scala/org/apache/flink/ml/evaluation/ScorerITSuite.scala
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@@ -0,0 +1,96 @@
+/*
+ * Licensed to the
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ASF GitHub Bot commented on FLINK-2157:
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Github user tillrohrmann commented on a
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https://issues.apache.org/jira/browse/FLINK-2296?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanelfocusedCommentId=14618406#comment-14618406
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Gyula Fora commented on FLINK-2296:
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By the way, the committing was broken already for
Github user rmetzger commented on the pull request:
https://github.com/apache/flink/pull/885#issuecomment-119578556
I agree with @aalexandrov to do the name switch using
`artifactIdflink-clients${scala.suffix}/artifactId`.
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If your project is set up for it, you can reply to this
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https://issues.apache.org/jira/browse/FLINK-1723?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanelfocusedCommentId=14618613#comment-14618613
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ASF GitHub Bot commented on FLINK-1723:
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Github user thvasilo commented on a diff in
Github user thvasilo commented on a diff in the pull request:
https://github.com/apache/flink/pull/891#discussion_r34148875
--- Diff:
flink-staging/flink-ml/src/main/scala/org/apache/flink/ml/evaluation/CrossValidation.scala
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@@ -0,0 +1,97 @@
+/*
+ * Licensed to the
Gyula Fora created FLINK-2328:
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Summary: Applying more than one transformation on an
IterativeDataStream fails
Key: FLINK-2328
URL: https://issues.apache.org/jira/browse/FLINK-2328
Project: Flink
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ASF GitHub Bot commented on FLINK-2157:
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Github user thvasilo commented on a diff in
Github user thvasilo commented on a diff in the pull request:
https://github.com/apache/flink/pull/871#discussion_r34147588
--- Diff:
flink-staging/flink-ml/src/main/scala/org/apache/flink/ml/pipeline/Predictor.scala
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@@ -72,12 +74,36 @@ trait Predictor[Self] extends
Github user thvasilo commented on a diff in the pull request:
https://github.com/apache/flink/pull/891#discussion_r34148455
--- Diff:
flink-staging/flink-ml/src/test/scala/org/apache/flink/ml/evaluation/CrossValidationITSuite.scala
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@@ -0,0 +1,123 @@
+/*
+ * Licensed
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ASF GitHub Bot commented on FLINK-1723:
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Github user thvasilo commented on a diff in
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