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Posted to commits@systemml.apache.org by de...@apache.org on 2015/12/09 20:39:38 UTC
[1/5] incubator-systemml git commit: Update source references based
on new package structure
Repository: incubator-systemml
Updated Branches:
refs/heads/gh-pages cbc960226 -> 003cc3e29
Update source references based on new package structure
The refactor from com.ibm.bi.dml to org.apache.sysml
is being done in two phases to avoid loosing the file
history. In this phase, all references to old package
is being updated to reference the new project structure.
Project: http://git-wip-us.apache.org/repos/asf/incubator-systemml/repo
Commit: http://git-wip-us.apache.org/repos/asf/incubator-systemml/commit/350f7feb
Tree: http://git-wip-us.apache.org/repos/asf/incubator-systemml/tree/350f7feb
Diff: http://git-wip-us.apache.org/repos/asf/incubator-systemml/diff/350f7feb
Branch: refs/heads/gh-pages
Commit: 350f7feb9d90bfa4292a4ca5bd54a15ca28e8276
Parents: cbc9602
Author: Luciano Resende <lr...@apache.org>
Authored: Tue Dec 1 13:58:16 2015 -0800
Committer: Luciano Resende <lr...@apache.org>
Committed: Thu Dec 3 10:44:00 2015 -0800
----------------------------------------------------------------------
.../SystemML_Language_Reference.html | 4 +-
dml-language-reference.md | 4 +-
mlcontext-programming-guide.md | 96 ++++++++++----------
quick-start-guide.md | 2 +-
4 files changed, 53 insertions(+), 53 deletions(-)
----------------------------------------------------------------------
http://git-wip-us.apache.org/repos/asf/incubator-systemml/blob/350f7feb/Language Reference/SystemML_Language_Reference.html
----------------------------------------------------------------------
diff --git a/Language Reference/SystemML_Language_Reference.html b/Language Reference/SystemML_Language_Reference.html
index ce3635d..b442da3 100644
--- a/Language Reference/SystemML_Language_Reference.html
+++ b/Language Reference/SystemML_Language_Reference.html
@@ -3673,7 +3673,7 @@ class=SpellE>eval</span>) <o:p></o:p></span></p>
margin-left:.5in;margin-bottom:.0001pt'><span class=GramE><span
style='font-size:11.0pt;font-family:"Courier New";mso-bidi-font-style:italic'>implemented</span></span><span
style='font-size:11.0pt;font-family:"Courier New";mso-bidi-font-style:italic'>
-in (<span class=SpellE>classname</span>="<span class=SpellE>com.ibm.bi.dml.packagesupport.JLapackEigenWrapper</span>")<o:p></o:p></span></p>
+in (<span class=SpellE>classname</span>="<span class=SpellE>org.apache.sysml.packagesupport.JLapackEigenWrapper</span>")<o:p></o:p></span></p>
<p class=MsoNormal>A UDF invocation specifies the function identifier, variable
identifiers for calling parameters, and the variables to be populated by the
@@ -9479,7 +9479,7 @@ shell is as follows:</p>
<p class=MsoNormal style='margin:0in;margin-bottom:.0001pt'><span class=SpellE><span
class=GramE><span style='font-size:11.0pt;font-family:"Courier New";mso-bidi-font-style:
italic'>scala</span></span></span><span style='font-size:11.0pt;font-family:
-"Courier New";mso-bidi-font-style:italic'>> import <span class=SpellE>com.ibm.bi.dml.api.MLContext</span><o:p></o:p></span></p>
+"Courier New";mso-bidi-font-style:italic'>> import <span class=SpellE>org.apache.sysml.api.MLContext</span><o:p></o:p></span></p>
<p class=MsoNormal style='margin:0in;margin-bottom:.0001pt'><o:p> </o:p></p>
http://git-wip-us.apache.org/repos/asf/incubator-systemml/blob/350f7feb/dml-language-reference.md
----------------------------------------------------------------------
diff --git a/dml-language-reference.md b/dml-language-reference.md
index dff0886..abebe1f 100644
--- a/dml-language-reference.md
+++ b/dml-language-reference.md
@@ -407,7 +407,7 @@ userParam=value | User-defined parameter to invoke the package. | Yes | Any non-
# example of an external UDF
eigen = externalFunction(matrix[double] A)
return (matrix[double] evec, matrix[double] eval)
- implemented in (classname="com.ibm.bi.dml.packagesupport.JLapackEigenWrapper")
+ implemented in (classname="org.apache.sysml.packagesupport.JLapackEigenWrapper")
A UDF invocation specifies the function identifier, variable identifiers for calling parameters, and the variables to be populated by the returned values from the function. The syntax for function calls is as follows.
@@ -1186,7 +1186,7 @@ The MLContext API allows users to pass RDDs as input/output to SystemML through
Typical usage for MLContext using Spark's Scala Shell is as follows:
- scala> import com.ibm.bi.dml.api.MLContext
+ scala> import org.apache.sysml.api.MLContext
Create input DataFrame from CSV file and potentially perform some feature transformation
http://git-wip-us.apache.org/repos/asf/incubator-systemml/blob/350f7feb/mlcontext-programming-guide.md
----------------------------------------------------------------------
diff --git a/mlcontext-programming-guide.md b/mlcontext-programming-guide.md
index c7d415d..66caa3d 100644
--- a/mlcontext-programming-guide.md
+++ b/mlcontext-programming-guide.md
@@ -44,17 +44,17 @@ An `MLContext` object can be created by passing its constructor a reference to t
<div data-lang="Spark Shell" markdown="1">
{% highlight scala %}
-scala>import com.ibm.bi.dml.api.MLContext
-import com.ibm.bi.dml.api.MLContext
+scala>import org.apache.sysml.api.MLContext
+import org.apache.sysml.api.MLContext
scala> val ml = new MLContext(sc)
-ml: com.ibm.bi.dml.api.MLContext = com.ibm.bi.dml.api.MLContext@33e38c6b
+ml: org.apache.sysml.api.MLContext = org.apache.sysml.api.MLContext@33e38c6b
{% endhighlight %}
</div>
<div data-lang="Statements" markdown="1">
{% highlight scala %}
-import com.ibm.bi.dml.api.MLContext
+import org.apache.sysml.api.MLContext
val ml = new MLContext(sc)
{% endhighlight %}
</div>
@@ -125,27 +125,27 @@ an `MLOutput` object. The `getScalar()` method extracts a scalar value from a `D
<div data-lang="Spark Shell" markdown="1">
{% highlight scala %}
-scala> import com.ibm.bi.dml.api.MLOutput
-import com.ibm.bi.dml.api.MLOutput
+scala> import org.apache.sysml.api.MLOutput
+import org.apache.sysml.api.MLOutput
scala> def getScalar(outputs: MLOutput, symbol: String): Any =
| outputs.getDF(sqlContext, symbol).first()(1)
-getScalar: (outputs: com.ibm.bi.dml.api.MLOutput, symbol: String)Any
+getScalar: (outputs: org.apache.sysml.api.MLOutput, symbol: String)Any
scala> def getScalarDouble(outputs: MLOutput, symbol: String): Double =
| getScalar(outputs, symbol).asInstanceOf[Double]
-getScalarDouble: (outputs: com.ibm.bi.dml.api.MLOutput, symbol: String)Double
+getScalarDouble: (outputs: org.apache.sysml.api.MLOutput, symbol: String)Double
scala> def getScalarInt(outputs: MLOutput, symbol: String): Int =
| getScalarDouble(outputs, symbol).toInt
-getScalarInt: (outputs: com.ibm.bi.dml.api.MLOutput, symbol: String)Int
+getScalarInt: (outputs: org.apache.sysml.api.MLOutput, symbol: String)Int
{% endhighlight %}
</div>
<div data-lang="Statements" markdown="1">
{% highlight scala %}
-import com.ibm.bi.dml.api.MLOutput
+import org.apache.sysml.api.MLOutput
def getScalar(outputs: MLOutput, symbol: String): Any =
outputs.getDF(sqlContext, symbol).first()(1)
def getScalarDouble(outputs: MLOutput, symbol: String): Double =
@@ -176,11 +176,11 @@ to convert the `DataFrame df` to a SystemML binary-block matrix, which is repres
<div data-lang="Spark Shell" markdown="1">
{% highlight scala %}
-scala> import com.ibm.bi.dml.runtime.instructions.spark.utils.{RDDConverterUtilsExt => RDDConverterUtils}
-import com.ibm.bi.dml.runtime.instructions.spark.utils.{RDDConverterUtilsExt=>RDDConverterUtils}
+scala> import org.apache.sysml.runtime.instructions.spark.utils.{RDDConverterUtilsExt => RDDConverterUtils}
+import org.apache.sysml.runtime.instructions.spark.utils.{RDDConverterUtilsExt=>RDDConverterUtils}
-scala> import com.ibm.bi.dml.runtime.matrix.MatrixCharacteristics;
-import com.ibm.bi.dml.runtime.matrix.MatrixCharacteristics
+scala> import org.apache.sysml.runtime.matrix.MatrixCharacteristics;
+import org.apache.sysml.runtime.matrix.MatrixCharacteristics
scala> val numRowsPerBlock = 1000
numRowsPerBlock: Int = 1000
@@ -189,18 +189,18 @@ scala> val numColsPerBlock = 1000
numColsPerBlock: Int = 1000
scala> val mc = new MatrixCharacteristics(numRows, numCols, numRowsPerBlock, numColsPerBlock)
-mc: com.ibm.bi.dml.runtime.matrix.MatrixCharacteristics = [100000 x 1000, nnz=-1, blocks (1000 x 1000)]
+mc: org.apache.sysml.runtime.matrix.MatrixCharacteristics = [100000 x 1000, nnz=-1, blocks (1000 x 1000)]
scala> val sysMlMatrix = RDDConverterUtils.dataFrameToBinaryBlock(sc, df, mc, false)
-sysMlMatrix: org.apache.spark.api.java.JavaPairRDD[com.ibm.bi.dml.runtime.matrix.data.MatrixIndexes,com.ibm.bi.dml.runtime.matrix.data.MatrixBlock] = org.apache.spark.api.java.JavaPairRDD@2bce3248
+sysMlMatrix: org.apache.spark.api.java.JavaPairRDD[org.apache.sysml.runtime.matrix.data.MatrixIndexes,org.apache.sysml.runtime.matrix.data.MatrixBlock] = org.apache.spark.api.java.JavaPairRDD@2bce3248
{% endhighlight %}
</div>
<div data-lang="Statements" markdown="1">
{% highlight scala %}
-import com.ibm.bi.dml.runtime.instructions.spark.utils.{RDDConverterUtilsExt => RDDConverterUtils}
-import com.ibm.bi.dml.runtime.matrix.MatrixCharacteristics;
+import org.apache.sysml.runtime.instructions.spark.utils.{RDDConverterUtilsExt => RDDConverterUtils}
+import org.apache.sysml.runtime.matrix.MatrixCharacteristics;
val numRowsPerBlock = 1000
val numColsPerBlock = 1000
val mc = new MatrixCharacteristics(numRows, numCols, numRowsPerBlock, numColsPerBlock)
@@ -268,7 +268,7 @@ nargs: scala.collection.immutable.Map[String,String] = Map(Xin -> " ", Mout -> "
scala> val outputs = ml.execute("shape.dml", nargs)
15/10/12 16:29:15 WARN : Your hostname, derons-mbp.usca.ibm.com resolves to a loopback/non-reachable address: 127.0.0.1, but we couldn't find any external IP address!
15/10/12 16:29:15 WARN OptimizerUtils: Auto-disable multi-threaded text read for 'text' and 'csv' due to thread contention on JRE < 1.8 (java.version=1.7.0_80).
-outputs: com.ibm.bi.dml.api.MLOutput = com.ibm.bi.dml.api.MLOutput@4d424743
+outputs: org.apache.sysml.api.MLOutput = org.apache.sysml.api.MLOutput@4d424743
scala> val m = getScalarInt(outputs, "m")
m: Int = 100000
@@ -362,11 +362,11 @@ mean value of the matrix.
<div data-lang="Spark Shell" markdown="1">
{% highlight scala %}
-scala> import com.ibm.bi.dml.runtime.matrix.data.MatrixIndexes
-import com.ibm.bi.dml.runtime.matrix.data.MatrixIndexes
+scala> import org.apache.sysml.runtime.matrix.data.MatrixIndexes
+import org.apache.sysml.runtime.matrix.data.MatrixIndexes
-scala> import com.ibm.bi.dml.runtime.matrix.data.MatrixBlock
-import com.ibm.bi.dml.runtime.matrix.data.MatrixBlock
+scala> import org.apache.sysml.runtime.matrix.data.MatrixBlock
+import org.apache.sysml.runtime.matrix.data.MatrixBlock
scala> import org.apache.spark.api.java.JavaPairRDD
import org.apache.spark.api.java.JavaPairRDD
@@ -383,15 +383,15 @@ scala> def minMaxMean(mat: JavaPairRDD[MatrixIndexes, MatrixBlock], rows: Int, c
| val meanOut = getScalarDouble(outputs, "meanOut")
| (minOut, maxOut, meanOut)
| }
-minMaxMean: (mat: org.apache.spark.api.java.JavaPairRDD[com.ibm.bi.dml.runtime.matrix.data.MatrixIndexes,com.ibm.bi.dml.runtime.matrix.data.MatrixBlock], rows: Int, cols: Int, ml: com.ibm.bi.dml.api.MLContext)(Double, Double, Double)
+minMaxMean: (mat: org.apache.spark.api.java.JavaPairRDD[org.apache.sysml.runtime.matrix.data.MatrixIndexes,org.apache.sysml.runtime.matrix.data.MatrixBlock], rows: Int, cols: Int, ml: org.apache.sysml.api.MLContext)(Double, Double, Double)
{% endhighlight %}
</div>
<div data-lang="Statements" markdown="1">
{% highlight scala %}
-import com.ibm.bi.dml.runtime.matrix.data.MatrixIndexes
-import com.ibm.bi.dml.runtime.matrix.data.MatrixBlock
+import org.apache.sysml.runtime.matrix.data.MatrixIndexes
+import org.apache.sysml.runtime.matrix.data.MatrixBlock
import org.apache.spark.api.java.JavaPairRDD
def minMaxMean(mat: JavaPairRDD[MatrixIndexes, MatrixBlock], rows: Int, cols: Int, ml: MLContext): (Double, Double, Double) = {
ml.reset()
@@ -452,7 +452,7 @@ to standard output.
{% highlight java %}
-package com.ibm.bi.dml;
+package org.apache.sysml;
import java.util.HashMap;
@@ -462,8 +462,8 @@ import org.apache.spark.api.java.JavaSparkContext;
import org.apache.spark.sql.DataFrame;
import org.apache.spark.sql.SQLContext;
-import com.ibm.bi.dml.api.MLContext;
-import com.ibm.bi.dml.api.MLOutput;
+import org.apache.sysml.api.MLContext;
+import org.apache.sysml.api.MLOutput;
public class MLContextExample {
@@ -835,7 +835,7 @@ This cell contains helper methods to return `Double` and `Int` values from outpu
**Cell:**
{% highlight scala %}
// Helper functions
-import com.ibm.bi.dml.api.MLOutput
+import org.apache.sysml.api.MLOutput
def getScalar(outputs: MLOutput, symbol: String): Any =
outputs.getDF(sqlContext, symbol).first()(1)
@@ -849,10 +849,10 @@ def getScalarInt(outputs: MLOutput, symbol: String): Int =
**Output:**
{% highlight scala %}
-import com.ibm.bi.dml.api.MLOutput
-getScalar: (outputs: com.ibm.bi.dml.api.MLOutput, symbol: String)Any
-getScalarDouble: (outputs: com.ibm.bi.dml.api.MLOutput, symbol: String)Double
-getScalarInt: (outputs: com.ibm.bi.dml.api.MLOutput, symbol: String)Int
+import org.apache.sysml.api.MLOutput
+getScalar: (outputs: org.apache.sysml.api.MLOutput, symbol: String)Any
+getScalarDouble: (outputs: org.apache.sysml.api.MLOutput, symbol: String)Double
+getScalarInt: (outputs: org.apache.sysml.api.MLOutput, symbol: String)Int
{% endhighlight %}
@@ -867,9 +867,9 @@ and single-column `label` matrix, both represented by the
**Cell:**
{% highlight scala %}
// Imports
-import com.ibm.bi.dml.api.MLContext
-import com.ibm.bi.dml.runtime.instructions.spark.utils.{RDDConverterUtilsExt => RDDConverterUtils}
-import com.ibm.bi.dml.runtime.matrix.MatrixCharacteristics;
+import org.apache.sysml.api.MLContext
+import org.apache.sysml.runtime.instructions.spark.utils.{RDDConverterUtilsExt => RDDConverterUtils}
+import org.apache.sysml.runtime.matrix.MatrixCharacteristics;
// Create SystemML context
val ml = new MLContext(sc)
@@ -890,16 +890,16 @@ val cnt2 = y2.count()
**Output:**
{% highlight scala %}
-import com.ibm.bi.dml.api.MLContext
-import com.ibm.bi.dml.runtime.instructions.spark.utils.{RDDConverterUtilsExt=>RDDConverterUtils}
-import com.ibm.bi.dml.runtime.matrix.MatrixCharacteristics
-ml: com.ibm.bi.dml.api.MLContext = com.ibm.bi.dml.api.MLContext@38d59245
-mcX: com.ibm.bi.dml.runtime.matrix.MatrixCharacteristics = [10000 x 1000, nnz=-1, blocks (1000 x 1000)]
-mcY: com.ibm.bi.dml.runtime.matrix.MatrixCharacteristics = [10000 x 1, nnz=-1, blocks (1000 x 1000)]
-X: org.apache.spark.api.java.JavaPairRDD[com.ibm.bi.dml.runtime.matrix.data.MatrixIndexes,com.ibm.bi.dml.runtime.matrix.data.MatrixBlock] = org.apache.spark.api.java.JavaPairRDD@b5a86e3
-y: org.apache.spark.api.java.JavaPairRDD[com.ibm.bi.dml.runtime.matrix.data.MatrixIndexes,com.ibm.bi.dml.runtime.matrix.data.MatrixBlock] = org.apache.spark.api.java.JavaPairRDD@56377665
-X2: org.apache.spark.api.java.JavaPairRDD[com.ibm.bi.dml.runtime.matrix.data.MatrixIndexes,com.ibm.bi.dml.runtime.matrix.data.MatrixBlock] = org.apache.spark.api.java.JavaPairRDD@650f29d2
-y2: org.apache.spark.api.java.JavaPairRDD[com.ibm.bi.dml.runtime.matrix.data.MatrixIndexes,com.ibm.bi.dml.runtime.matrix.data.MatrixBlock] = org.apache.spark.api.java.JavaPairRDD@334857a8
+import org.apache.sysml.api.MLContext
+import org.apache.sysml.runtime.instructions.spark.utils.{RDDConverterUtilsExt=>RDDConverterUtils}
+import org.apache.sysml.runtime.matrix.MatrixCharacteristics
+ml: org.apache.sysml.api.MLContext = org.apache.sysml.api.MLContext@38d59245
+mcX: org.apache.sysml.runtime.matrix.MatrixCharacteristics = [10000 x 1000, nnz=-1, blocks (1000 x 1000)]
+mcY: org.apache.sysml.runtime.matrix.MatrixCharacteristics = [10000 x 1, nnz=-1, blocks (1000 x 1000)]
+X: org.apache.spark.api.java.JavaPairRDD[org.apache.sysml.runtime.matrix.data.MatrixIndexes,org.apache.sysml.runtime.matrix.data.MatrixBlock] = org.apache.spark.api.java.JavaPairRDD@b5a86e3
+y: org.apache.spark.api.java.JavaPairRDD[org.apache.sysml.runtime.matrix.data.MatrixIndexes,org.apache.sysml.runtime.matrix.data.MatrixBlock] = org.apache.spark.api.java.JavaPairRDD@56377665
+X2: org.apache.spark.api.java.JavaPairRDD[org.apache.sysml.runtime.matrix.data.MatrixIndexes,org.apache.sysml.runtime.matrix.data.MatrixBlock] = org.apache.spark.api.java.JavaPairRDD@650f29d2
+y2: org.apache.spark.api.java.JavaPairRDD[org.apache.sysml.runtime.matrix.data.MatrixIndexes,org.apache.sysml.runtime.matrix.data.MatrixBlock] = org.apache.spark.api.java.JavaPairRDD@334857a8
cnt1: Long = 10
cnt2: Long = 10
{% endhighlight %}
@@ -936,7 +936,7 @@ val trainingTimePerIter = trainingTime / iters
**Output:**
{% highlight scala %}
start: Long = 1444672090620
-outputs: com.ibm.bi.dml.api.MLOutput = com.ibm.bi.dml.api.MLOutput@5d2c22d0
+outputs: org.apache.sysml.api.MLOutput = org.apache.sysml.api.MLOutput@5d2c22d0
trainingTime: Double = 1.176
B: org.apache.spark.sql.DataFrame = [C1: double]
r2: Double = 0.9677079547216473
http://git-wip-us.apache.org/repos/asf/incubator-systemml/blob/350f7feb/quick-start-guide.md
----------------------------------------------------------------------
diff --git a/quick-start-guide.md b/quick-start-guide.md
index b01aea1..1a7935b 100644
--- a/quick-start-guide.md
+++ b/quick-start-guide.md
@@ -357,7 +357,7 @@ If you encounter a `"java.lang.OutOfMemoryError"` you can edit the invocation
script (`runStandaloneSystemML.sh` or `runStandaloneSystemML.bat`) to increase
the memory available to the JVM, i.e:
- java -Xmx16g -Xms4g -Xmn1g -cp ${CLASSPATH} com.ibm.bi.dml.api.DMLScript \
+ java -Xmx16g -Xms4g -Xmn1g -cp ${CLASSPATH} org.apache.sysml.api.DMLScript \
-f ${SCRIPT_FILE} -exec singlenode -config=SystemML-config.xml \
$@
[5/5] incubator-systemml git commit: Update doc links to incubator on
GitHub and to website
Posted by de...@apache.org.
Update doc links to incubator on GitHub and to website
Closes #11.
Project: http://git-wip-us.apache.org/repos/asf/incubator-systemml/repo
Commit: http://git-wip-us.apache.org/repos/asf/incubator-systemml/commit/003cc3e2
Tree: http://git-wip-us.apache.org/repos/asf/incubator-systemml/tree/003cc3e2
Diff: http://git-wip-us.apache.org/repos/asf/incubator-systemml/diff/003cc3e2
Branch: refs/heads/gh-pages
Commit: 003cc3e29bf60d997a93f881727d8574ebb5da06
Parents: e66d56f
Author: Deron Eriksson <de...@us.ibm.com>
Authored: Tue Dec 8 16:46:25 2015 -0800
Committer: Deron Eriksson <de...@us.ibm.com>
Committed: Wed Dec 9 11:25:54 2015 -0800
----------------------------------------------------------------------
_layouts/global.html | 4 ++--
index.md | 7 +++++--
mlcontext-programming-guide.md | 2 +-
quick-start-guide.md | 7 ++++---
4 files changed, 12 insertions(+), 8 deletions(-)
----------------------------------------------------------------------
http://git-wip-us.apache.org/repos/asf/incubator-systemml/blob/003cc3e2/_layouts/global.html
----------------------------------------------------------------------
diff --git a/_layouts/global.html b/_layouts/global.html
index a075461..5c43605 100644
--- a/_layouts/global.html
+++ b/_layouts/global.html
@@ -28,13 +28,13 @@
<div class="brand" style="padding: 15px 0px; font-size: 20px; font-style: italic; font-weight: bold;"><a href="index.html">SystemML {{site.SYSTEMML_VERSION}}</a>
</div>
<ul class="nav">
- <li><a href="index.html">Home</a></li>
+ <li><a href="index.html">Overview</a></li>
<li class="dropdown">
<a href="#" class="dropdown-toggle" data-toggle="dropdown">Documentation<b class="caret"></b></a>
<ul class="dropdown-menu">
- <li><a href="http://www.github.com/SparkTC/systemml">SystemML GitHub README</a></li>
+ <li><a href="https://github.com/apache/incubator-systemml">SystemML GitHub README</a></li>
<li><a href="quick-start-guide.html">Quick Start Guide</a></li>
<li><a href="dml-and-pydml-programming-guide.html">DML and PyDML Programming Guide</a></li>
<li><a href="mlcontext-programming-guide.html">MLContext Programming Guide</a></li>
http://git-wip-us.apache.org/repos/asf/incubator-systemml/blob/003cc3e2/index.md
----------------------------------------------------------------------
diff --git a/index.md b/index.md
index f5793e0..6026f60 100644
--- a/index.md
+++ b/index.md
@@ -23,16 +23,19 @@ limitations under the License.
{% endcomment %}
-->
-SystemML is a flexible, scalable machine learning (ML) language written in Java.
+SystemML is a flexible, scalable machine learning (ML) system.
SystemML's distinguishing characteristics are: (1) algorithm customizability,
(2) multiple execution modes, including Standalone, Hadoop Batch, and Spark Batch,
and (3) automatic optimization.
+SystemML is now an **Apache Incubator** project! Please see the [**Apache SystemML (incubating)**](http://systemml.apache.org/)
+website for more information.
+
## SystemML Documentation
For more information about SystemML, please consult the following references:
-* [SystemML GitHub README](http://www.github.com/SparkTC/systemml)
+* [SystemML GitHub README](https://github.com/apache/incubator-systemml)
* [Quick Start Guide](quick-start-guide.html)
* [DML and PyDML Programming Guide](dml-and-pydml-programming-guide.html)
* [MLContext Programming Guide](mlcontext-programming-guide.html)
http://git-wip-us.apache.org/repos/asf/incubator-systemml/blob/003cc3e2/mlcontext-programming-guide.md
----------------------------------------------------------------------
diff --git a/mlcontext-programming-guide.md b/mlcontext-programming-guide.md
index f5ecda2..73488d7 100644
--- a/mlcontext-programming-guide.md
+++ b/mlcontext-programming-guide.md
@@ -41,7 +41,7 @@ binary-block data format, allowing for SystemML's optimizations to be performed.
## Start Spark Shell with SystemML
To use SystemML with the Spark Shell, the SystemML jar can be referenced using the Spark Shell's `--jars` option.
-Instructions to build the SystemML jar can be found in the [SystemML GitHub README](http://www.github.com/SparkTC/systemml).
+Instructions to build the SystemML jar can be found in the [SystemML GitHub README](https://github.com/apache/incubator-systemml).
{% highlight bash %}
./bin/spark-shell --executor-memory 4G --driver-memory 4G --jars SystemML.jar
http://git-wip-us.apache.org/repos/asf/incubator-systemml/blob/003cc3e2/quick-start-guide.md
----------------------------------------------------------------------
diff --git a/quick-start-guide.md b/quick-start-guide.md
index c9d1f73..cee5924 100644
--- a/quick-start-guide.md
+++ b/quick-start-guide.md
@@ -58,10 +58,11 @@ algorithms can be found in the [Algorithms Reference](algorithms-reference.html)
# Download SystemML
-Binary releases of SystemML are available for download at
+The pre-incubator binary release of SystemML 0.8.0 is available for download at
[https://github.com/SparkTC/systemml/releases](https://github.com/SparkTC/systemml/releases).
+Apache incubator binary releases of SystemML will be available from the [Apache SystemML (incubating)](http://systemml.apache.org/) website.
-The SystemML project is available on GitHub at [https://github.com/SparkTC/systemml](https://github.com/SparkTC/systemml).
+The SystemML project is available on GitHub at [https://github.com/apache/incubator-systemml](https://github.com/apache/incubator-systemml).
SystemML can be downloaded from GitHub and built with Maven. Instructions to build and
test SystemML can be found in the GitHub README file.
@@ -98,7 +99,7 @@ To follow along with this guide, first build a standalone package of SystemML
or build it from source {% endcomment %} using [Apache Maven](http://maven.apache.org)
and unpack it to your working directory, i.e. ```~/systemml-tutorial```.
- $ git clone https://github.com/SparkTC/systemml.git
+ $ git clone https://github.com/apache/incubator-systemml.git
$ mvn clean package
$ tar -xzf `find . -name 'system-ml*standalone.tar.gz'` -C ~/systemml-tutorial
[3/5] incubator-systemml git commit: Add Apache License headers to md
files
Posted by de...@apache.org.
Add Apache License headers to md files
Project: http://git-wip-us.apache.org/repos/asf/incubator-systemml/repo
Commit: http://git-wip-us.apache.org/repos/asf/incubator-systemml/commit/eea5bc03
Tree: http://git-wip-us.apache.org/repos/asf/incubator-systemml/tree/eea5bc03
Diff: http://git-wip-us.apache.org/repos/asf/incubator-systemml/diff/eea5bc03
Branch: refs/heads/gh-pages
Commit: eea5bc031ea6c508721e79d74531a7238ab12605
Parents: dfd49fa
Author: Luciano Resende <lr...@apache.org>
Authored: Tue Dec 8 18:26:24 2015 -0800
Committer: Luciano Resende <lr...@apache.org>
Committed: Tue Dec 8 21:00:16 2015 -0800
----------------------------------------------------------------------
README.md | 21 ++++++++++++++++++++-
algorithms-bibliography.md | 18 ++++++++++++++++++
algorithms-classification.md | 18 ++++++++++++++++++
algorithms-clustering.md | 18 ++++++++++++++++++
algorithms-descriptive-statistics.md | 18 ++++++++++++++++++
algorithms-matrix-factorization.md | 18 ++++++++++++++++++
algorithms-reference.md | 19 ++++++++++++++++++-
algorithms-regression.md | 18 ++++++++++++++++++
algorithms-survival-analysis.md | 19 ++++++++++++++++++-
debugger-guide.md | 19 ++++++++++++++++++-
dml-and-pydml-programming-guide.md | 18 ++++++++++++++++++
dml-language-reference.md | 19 ++++++++++++++++++-
index.md | 18 ++++++++++++++++++
mlcontext-programming-guide.md | 18 ++++++++++++++++++
quick-start-guide.md | 18 ++++++++++++++++++
15 files changed, 272 insertions(+), 5 deletions(-)
----------------------------------------------------------------------
http://git-wip-us.apache.org/repos/asf/incubator-systemml/blob/eea5bc03/README.md
----------------------------------------------------------------------
diff --git a/README.md b/README.md
index 0474f00..521119b 100644
--- a/README.md
+++ b/README.md
@@ -1,4 +1,23 @@
-# SystemML Documentation
+<!--
+{% comment %}
+Licensed to the Apache Software Foundation (ASF) under one or more
+contributor license agreements. See the NOTICE file distributed with
+this work for additional information regarding copyright ownership.
+The ASF licenses this file to you under the Apache License, Version 2.0
+(the "License"); you may not use this file except in compliance with
+the License. You may obtain a copy of the License at
+
+http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+{% endcomment %}
+-->
+
+# Apache SystemML Documentation
The primary SystemML documentation is written in markdown (*.md) and can be converted to HTML using
[Jekyll](http://jekyllrb.com).
http://git-wip-us.apache.org/repos/asf/incubator-systemml/blob/eea5bc03/algorithms-bibliography.md
----------------------------------------------------------------------
diff --git a/algorithms-bibliography.md b/algorithms-bibliography.md
index d529c42..e18b4e8 100644
--- a/algorithms-bibliography.md
+++ b/algorithms-bibliography.md
@@ -3,6 +3,24 @@ layout: global
title: SystemML Algorithms Reference - Bibliography
displayTitle: <a href="algorithms-reference.html">SystemML Algorithms Reference</a>
---
+<!--
+{% comment %}
+Licensed to the Apache Software Foundation (ASF) under one or more
+contributor license agreements. See the NOTICE file distributed with
+this work for additional information regarding copyright ownership.
+The ASF licenses this file to you under the Apache License, Version 2.0
+(the "License"); you may not use this file except in compliance with
+the License. You may obtain a copy of the License at
+
+http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+{% endcomment %}
+-->
# 7. Bibliography
http://git-wip-us.apache.org/repos/asf/incubator-systemml/blob/eea5bc03/algorithms-classification.md
----------------------------------------------------------------------
diff --git a/algorithms-classification.md b/algorithms-classification.md
index b076017..74539fd 100644
--- a/algorithms-classification.md
+++ b/algorithms-classification.md
@@ -3,6 +3,24 @@ layout: global
title: SystemML Algorithms Reference - Classification
displayTitle: <a href="algorithms-reference.html">SystemML Algorithms Reference</a>
---
+<!--
+{% comment %}
+Licensed to the Apache Software Foundation (ASF) under one or more
+contributor license agreements. See the NOTICE file distributed with
+this work for additional information regarding copyright ownership.
+The ASF licenses this file to you under the Apache License, Version 2.0
+(the "License"); you may not use this file except in compliance with
+the License. You may obtain a copy of the License at
+
+http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+{% endcomment %}
+-->
# 2. Classification
http://git-wip-us.apache.org/repos/asf/incubator-systemml/blob/eea5bc03/algorithms-clustering.md
----------------------------------------------------------------------
diff --git a/algorithms-clustering.md b/algorithms-clustering.md
index 31a31e2..19f2a01 100644
--- a/algorithms-clustering.md
+++ b/algorithms-clustering.md
@@ -3,6 +3,24 @@ layout: global
title: SystemML Algorithms Reference - Clustering
displayTitle: <a href="algorithms-reference.html">SystemML Algorithms Reference</a>
---
+<!--
+{% comment %}
+Licensed to the Apache Software Foundation (ASF) under one or more
+contributor license agreements. See the NOTICE file distributed with
+this work for additional information regarding copyright ownership.
+The ASF licenses this file to you under the Apache License, Version 2.0
+(the "License"); you may not use this file except in compliance with
+the License. You may obtain a copy of the License at
+
+http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+{% endcomment %}
+-->
# 3. Clustering
http://git-wip-us.apache.org/repos/asf/incubator-systemml/blob/eea5bc03/algorithms-descriptive-statistics.md
----------------------------------------------------------------------
diff --git a/algorithms-descriptive-statistics.md b/algorithms-descriptive-statistics.md
index a0dd133..3fcdb1a 100644
--- a/algorithms-descriptive-statistics.md
+++ b/algorithms-descriptive-statistics.md
@@ -3,6 +3,24 @@ layout: global
title: SystemML Algorithms Reference - Descriptive Statistics
displayTitle: <a href="algorithms-reference.html">SystemML Algorithms Reference</a>
---
+<!--
+{% comment %}
+Licensed to the Apache Software Foundation (ASF) under one or more
+contributor license agreements. See the NOTICE file distributed with
+this work for additional information regarding copyright ownership.
+The ASF licenses this file to you under the Apache License, Version 2.0
+(the "License"); you may not use this file except in compliance with
+the License. You may obtain a copy of the License at
+
+http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+{% endcomment %}
+-->
# 1. Descriptive Statistics
http://git-wip-us.apache.org/repos/asf/incubator-systemml/blob/eea5bc03/algorithms-matrix-factorization.md
----------------------------------------------------------------------
diff --git a/algorithms-matrix-factorization.md b/algorithms-matrix-factorization.md
index 94627e3..2ed8a49 100644
--- a/algorithms-matrix-factorization.md
+++ b/algorithms-matrix-factorization.md
@@ -3,6 +3,24 @@ layout: global
title: SystemML Algorithms Reference - Matrix Factorization
displayTitle: <a href="algorithms-reference.html">SystemML Algorithms Reference</a>
---
+<!--
+{% comment %}
+Licensed to the Apache Software Foundation (ASF) under one or more
+contributor license agreements. See the NOTICE file distributed with
+this work for additional information regarding copyright ownership.
+The ASF licenses this file to you under the Apache License, Version 2.0
+(the "License"); you may not use this file except in compliance with
+the License. You may obtain a copy of the License at
+
+http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+{% endcomment %}
+-->
# 5 Matrix Factorization
http://git-wip-us.apache.org/repos/asf/incubator-systemml/blob/eea5bc03/algorithms-reference.md
----------------------------------------------------------------------
diff --git a/algorithms-reference.md b/algorithms-reference.md
index 4685761..244b882 100644
--- a/algorithms-reference.md
+++ b/algorithms-reference.md
@@ -4,7 +4,24 @@ title: SystemML Algorithms Reference
description: SystemML Algorithms Reference
displayTitle: SystemML Algorithms Reference
---
-
+<!--
+{% comment %}
+Licensed to the Apache Software Foundation (ASF) under one or more
+contributor license agreements. See the NOTICE file distributed with
+this work for additional information regarding copyright ownership.
+The ASF licenses this file to you under the Apache License, Version 2.0
+(the "License"); you may not use this file except in compliance with
+the License. You may obtain a copy of the License at
+
+http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+{% endcomment %}
+-->
* [Descriptive Statistics](algorithms-descriptive-statistics.html)
* [Univariate Statistics](algorithms-descriptive-statistics.html#univariate-statistics)
http://git-wip-us.apache.org/repos/asf/incubator-systemml/blob/eea5bc03/algorithms-regression.md
----------------------------------------------------------------------
diff --git a/algorithms-regression.md b/algorithms-regression.md
index e35003b..f17c452 100644
--- a/algorithms-regression.md
+++ b/algorithms-regression.md
@@ -3,6 +3,24 @@ layout: global
title: SystemML Algorithms Reference - Regression
displayTitle: <a href="algorithms-reference.html">SystemML Algorithms Reference</a>
---
+<!--
+{% comment %}
+Licensed to the Apache Software Foundation (ASF) under one or more
+contributor license agreements. See the NOTICE file distributed with
+this work for additional information regarding copyright ownership.
+The ASF licenses this file to you under the Apache License, Version 2.0
+(the "License"); you may not use this file except in compliance with
+the License. You may obtain a copy of the License at
+
+http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+{% endcomment %}
+-->
# 4. Regression
http://git-wip-us.apache.org/repos/asf/incubator-systemml/blob/eea5bc03/algorithms-survival-analysis.md
----------------------------------------------------------------------
diff --git a/algorithms-survival-analysis.md b/algorithms-survival-analysis.md
index e2fa97a..a5e641e 100644
--- a/algorithms-survival-analysis.md
+++ b/algorithms-survival-analysis.md
@@ -3,7 +3,24 @@ layout: global
title: SystemML Algorithms Reference - Survival Analysis
displayTitle: <a href="algorithms-reference.html">SystemML Algorithms Reference</a>
---
-
+<!--
+{% comment %}
+Licensed to the Apache Software Foundation (ASF) under one or more
+contributor license agreements. See the NOTICE file distributed with
+this work for additional information regarding copyright ownership.
+The ASF licenses this file to you under the Apache License, Version 2.0
+(the "License"); you may not use this file except in compliance with
+the License. You may obtain a copy of the License at
+
+http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+{% endcomment %}
+-->
# 6. Survival Analysis
http://git-wip-us.apache.org/repos/asf/incubator-systemml/blob/eea5bc03/debugger-guide.md
----------------------------------------------------------------------
diff --git a/debugger-guide.md b/debugger-guide.md
index c7067df..8032910 100644
--- a/debugger-guide.md
+++ b/debugger-guide.md
@@ -3,7 +3,24 @@ layout: global
title: SystemML Debugger Guide
description: SystemML Debugger Guide
---
-
+<!--
+{% comment %}
+Licensed to the Apache Software Foundation (ASF) under one or more
+contributor license agreements. See the NOTICE file distributed with
+this work for additional information regarding copyright ownership.
+The ASF licenses this file to you under the Apache License, Version 2.0
+(the "License"); you may not use this file except in compliance with
+the License. You may obtain a copy of the License at
+
+http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+{% endcomment %}
+-->
## Overview
http://git-wip-us.apache.org/repos/asf/incubator-systemml/blob/eea5bc03/dml-and-pydml-programming-guide.md
----------------------------------------------------------------------
diff --git a/dml-and-pydml-programming-guide.md b/dml-and-pydml-programming-guide.md
index 85367e5..2745d3e 100644
--- a/dml-and-pydml-programming-guide.md
+++ b/dml-and-pydml-programming-guide.md
@@ -3,6 +3,24 @@ layout: global
title: DML and PyDML Programming Guide
description: DML and PyDML Programming Guide
---
+<!--
+{% comment %}
+Licensed to the Apache Software Foundation (ASF) under one or more
+contributor license agreements. See the NOTICE file distributed with
+this work for additional information regarding copyright ownership.
+The ASF licenses this file to you under the Apache License, Version 2.0
+(the "License"); you may not use this file except in compliance with
+the License. You may obtain a copy of the License at
+
+http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+{% endcomment %}
+-->
* This will become a table of contents (this text will be scraped).
{:toc}
http://git-wip-us.apache.org/repos/asf/incubator-systemml/blob/eea5bc03/dml-language-reference.md
----------------------------------------------------------------------
diff --git a/dml-language-reference.md b/dml-language-reference.md
index abebe1f..b5a9b96 100644
--- a/dml-language-reference.md
+++ b/dml-language-reference.md
@@ -3,7 +3,24 @@ layout: global
title: Declarative Machine Learning (DML) Language Reference
description: Declarative Machine Learning (DML) Language Reference
---
-
+<!--
+{% comment %}
+Licensed to the Apache Software Foundation (ASF) under one or more
+contributor license agreements. See the NOTICE file distributed with
+this work for additional information regarding copyright ownership.
+The ASF licenses this file to you under the Apache License, Version 2.0
+(the "License"); you may not use this file except in compliance with
+the License. You may obtain a copy of the License at
+
+http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+{% endcomment %}
+-->
### Table of Contents
http://git-wip-us.apache.org/repos/asf/incubator-systemml/blob/eea5bc03/index.md
----------------------------------------------------------------------
diff --git a/index.md b/index.md
index a363e5c..f5793e0 100644
--- a/index.md
+++ b/index.md
@@ -4,6 +4,24 @@ displayTitle: SystemML Overview
title: SystemML Overview
description: SystemML documentation homepage
---
+<!--
+{% comment %}
+Licensed to the Apache Software Foundation (ASF) under one or more
+contributor license agreements. See the NOTICE file distributed with
+this work for additional information regarding copyright ownership.
+The ASF licenses this file to you under the Apache License, Version 2.0
+(the "License"); you may not use this file except in compliance with
+the License. You may obtain a copy of the License at
+
+http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+{% endcomment %}
+-->
SystemML is a flexible, scalable machine learning (ML) language written in Java.
SystemML's distinguishing characteristics are: (1) algorithm customizability,
http://git-wip-us.apache.org/repos/asf/incubator-systemml/blob/eea5bc03/mlcontext-programming-guide.md
----------------------------------------------------------------------
diff --git a/mlcontext-programming-guide.md b/mlcontext-programming-guide.md
index 66caa3d..f5ecda2 100644
--- a/mlcontext-programming-guide.md
+++ b/mlcontext-programming-guide.md
@@ -3,6 +3,24 @@ layout: global
title: MLContext Programming Guide
description: MLContext Programming Guide
---
+<!--
+{% comment %}
+Licensed to the Apache Software Foundation (ASF) under one or more
+contributor license agreements. See the NOTICE file distributed with
+this work for additional information regarding copyright ownership.
+The ASF licenses this file to you under the Apache License, Version 2.0
+(the "License"); you may not use this file except in compliance with
+the License. You may obtain a copy of the License at
+
+http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+{% endcomment %}
+-->
* This will become a table of contents (this text will be scraped).
{:toc}
http://git-wip-us.apache.org/repos/asf/incubator-systemml/blob/eea5bc03/quick-start-guide.md
----------------------------------------------------------------------
diff --git a/quick-start-guide.md b/quick-start-guide.md
index 1a7935b..c9d1f73 100644
--- a/quick-start-guide.md
+++ b/quick-start-guide.md
@@ -5,6 +5,24 @@ author: Christian Kadner
description: SystemML Quick Start Guide
displayTitle: SystemML Quick Start Guide
---
+<!--
+{% comment %}
+Licensed to the Apache Software Foundation (ASF) under one or more
+contributor license agreements. See the NOTICE file distributed with
+this work for additional information regarding copyright ownership.
+The ASF licenses this file to you under the Apache License, Version 2.0
+(the "License"); you may not use this file except in compliance with
+the License. You may obtain a copy of the License at
+
+http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+{% endcomment %}
+-->
* This will become a table of contents (this text will be scraped).
{:toc}
[4/5] incubator-systemml git commit: Remove obsolet file.
Posted by de...@apache.org.
Remove obsolet file.
Project: http://git-wip-us.apache.org/repos/asf/incubator-systemml/repo
Commit: http://git-wip-us.apache.org/repos/asf/incubator-systemml/commit/e66d56f9
Tree: http://git-wip-us.apache.org/repos/asf/incubator-systemml/tree/e66d56f9
Diff: http://git-wip-us.apache.org/repos/asf/incubator-systemml/diff/e66d56f9
Branch: refs/heads/gh-pages
Commit: e66d56f996121d1852d71616275bc5d85c9a8477
Parents: eea5bc0
Author: Luciano Resende <lr...@apache.org>
Authored: Tue Dec 8 18:27:02 2015 -0800
Committer: Luciano Resende <lr...@apache.org>
Committed: Tue Dec 8 21:00:27 2015 -0800
----------------------------------------------------------------------
october_todo_list.txt | 62 ----------------------------------------------
1 file changed, 62 deletions(-)
----------------------------------------------------------------------
http://git-wip-us.apache.org/repos/asf/incubator-systemml/blob/e66d56f9/october_todo_list.txt
----------------------------------------------------------------------
diff --git a/october_todo_list.txt b/october_todo_list.txt
deleted file mode 100644
index e8a32c3..0000000
--- a/october_todo_list.txt
+++ /dev/null
@@ -1,62 +0,0 @@
-# TARGET DATE: October 1, 2015
-
-1) Major new features
-* Support for boolean matrices (data, io, operations, optimizer) 6pm
-* New input data formats (scientific data, e.g., HDF5, NetCDF) 1pm
-* New script-level algorithms (to be defined)
-* ML pipeline support (transformers and estimators) 1.5pm
-* Algorithm wrappers (ml pipelines, ml context) .5pm
-* SparkR integration (data conversion, wrappers) 1pm
-
-2) New operators / language features
-* Generalization permutation matrix mult 1pw (e.g., stratstats, cox)
-* Generalization mmchain for ncol 1..bclen 1pw (e.g., ppca)
-* Unary aggregate stddev operations .5pw
-* Remove empty w/ offset broadcasting .5pw
-* Sort w/ index vector broadcasting .5pw
-* Generalization of moments to matrices .5pw
-* Generalization of groupedagg to matrices 1pw (e.g., naive bayes)
-* Extended cumagg operator (sparse, rev) 1pw
-* Apply builtin functions 1pm
-* Cbind/rbind append generalization 2pw
-* Extended rand distribution functions 1pm
-* rev() builtin function (reorg op) 1pw
-* rep() builtin function, incl rewrites 2pw
-* Formatted print() builtin function .5pw
-
-3) Compiler features
-* Code motion (cse across loops) 2pw
-* Extended inter-procedural analysis 2pw (e.g., step_glm)
-* Sparsity-aware broadcast op selection 1pw .. done
-* Function calls in expressions 2pw
-
-3) Parfor
-* Derived horizontal partitioning 2pw (e.g., decision tree)
-* New result agg funs (min, max, sum) 2pw
-* New result merge function 'append' 2pw (e.g., decision tree)
-* Blockwise data partitioning 2pw
-* Fused remote dpexec w/ result merge 1pw
-* Optimizer support for shared reads 1pw
-
-4) Misc features
-* Rework UDF framework (pass-through rdds) 2pw
-* Scala ML context hardening 1pw
-* Python ML context hardening 2pw
-* PyDML grammar hardening/consistency 1pw
-* Cleanup block runtime 0-based indexes 1pw .. done
-* Notebook (dml execute, stats/explain) 2pw
-* PMML support (extended pmml bigr work) 1pm [postponed]
-* Async or on-demand spark context creation 1pw .. done
-
-5) Tools
-* Stats util extension for lazy evaluation 2pw
-
-6) Nice-to-have
-* Special NaN handling (data/operations) 1-6pm
-* Tooling (eclipse tooling, etc) 1-6pm
-* Rework debugger w/ dyn recompile 2pw
-
-7) Continuous tasks
-* Documentation (user, developer)
-* Tests (unit tests, performance tests)
-
[2/5] incubator-systemml git commit: Add Apache License header to
documentation files
Posted by de...@apache.org.
Add Apache License header to documentation files
Project: http://git-wip-us.apache.org/repos/asf/incubator-systemml/repo
Commit: http://git-wip-us.apache.org/repos/asf/incubator-systemml/commit/dfd49fac
Tree: http://git-wip-us.apache.org/repos/asf/incubator-systemml/tree/dfd49fac
Diff: http://git-wip-us.apache.org/repos/asf/incubator-systemml/diff/dfd49fac
Branch: refs/heads/gh-pages
Commit: dfd49fac169073d2874cefcd7802d1bc0cad127e
Parents: 350f7fe
Author: Luciano Resende <lr...@apache.org>
Authored: Tue Dec 8 18:25:43 2015 -0800
Committer: Luciano Resende <lr...@apache.org>
Committed: Tue Dec 8 21:00:05 2015 -0800
----------------------------------------------------------------------
Algorithms Reference/ALS.tex | 21 ++++++++++++++++++++
Algorithms Reference/BinarySVM.tex | 21 ++++++++++++++++++++
Algorithms Reference/Cox.tex | 21 ++++++++++++++++++++
Algorithms Reference/DecisionTrees.tex | 21 ++++++++++++++++++++
Algorithms Reference/DescriptiveBivarStats.tex | 21 ++++++++++++++++++++
Algorithms Reference/DescriptiveStats.tex | 21 ++++++++++++++++++++
Algorithms Reference/DescriptiveStratStats.tex | 21 ++++++++++++++++++++
Algorithms Reference/DescriptiveUnivarStats.tex | 21 ++++++++++++++++++++
Algorithms Reference/GLM.tex | 21 ++++++++++++++++++++
Algorithms Reference/GLMpredict.tex | 21 ++++++++++++++++++++
Algorithms Reference/KaplanMeier.tex | 21 ++++++++++++++++++++
Algorithms Reference/Kmeans.tex | 21 ++++++++++++++++++++
Algorithms Reference/LinReg.tex | 21 ++++++++++++++++++++
Algorithms Reference/LogReg.tex | 21 ++++++++++++++++++++
Algorithms Reference/MultiSVM.tex | 21 ++++++++++++++++++++
Algorithms Reference/NaiveBayes.tex | 21 ++++++++++++++++++++
Algorithms Reference/PCA.tex | 21 ++++++++++++++++++++
Algorithms Reference/RandomForest.tex | 21 ++++++++++++++++++++
Algorithms Reference/StepGLM.tex | 21 ++++++++++++++++++++
Algorithms Reference/StepLinRegDS.tex | 21 ++++++++++++++++++++
.../SystemML_Algorithms_Reference.tex | 21 ++++++++++++++++++++
21 files changed, 441 insertions(+)
----------------------------------------------------------------------
http://git-wip-us.apache.org/repos/asf/incubator-systemml/blob/dfd49fac/Algorithms Reference/ALS.tex
----------------------------------------------------------------------
diff --git a/Algorithms Reference/ALS.tex b/Algorithms Reference/ALS.tex
index 669af33..c2a5e3a 100644
--- a/Algorithms Reference/ALS.tex
+++ b/Algorithms Reference/ALS.tex
@@ -1,3 +1,24 @@
+\begin{comment}
+
+ Licensed to the Apache Software Foundation (ASF) under one
+ or more contributor license agreements. See the NOTICE file
+ distributed with this work for additional information
+ regarding copyright ownership. The ASF licenses this file
+ to you under the Apache License, Version 2.0 (the
+ "License"); you may not use this file except in compliance
+ with the License. You may obtain a copy of the License at
+
+ http://www.apache.org/licenses/LICENSE-2.0
+
+ Unless required by applicable law or agreed to in writing,
+ software distributed under the License is distributed on an
+ "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ KIND, either express or implied. See the License for the
+ specific language governing permissions and limitations
+ under the License.
+
+\end{comment}
+
\subsection{Matrix Completion via Alternating Minimizations}
\label{matrix_completion}
http://git-wip-us.apache.org/repos/asf/incubator-systemml/blob/dfd49fac/Algorithms Reference/BinarySVM.tex
----------------------------------------------------------------------
diff --git a/Algorithms Reference/BinarySVM.tex b/Algorithms Reference/BinarySVM.tex
index 5d59adc..7ff5b06 100644
--- a/Algorithms Reference/BinarySVM.tex
+++ b/Algorithms Reference/BinarySVM.tex
@@ -1,3 +1,24 @@
+\begin{comment}
+
+ Licensed to the Apache Software Foundation (ASF) under one
+ or more contributor license agreements. See the NOTICE file
+ distributed with this work for additional information
+ regarding copyright ownership. The ASF licenses this file
+ to you under the Apache License, Version 2.0 (the
+ "License"); you may not use this file except in compliance
+ with the License. You may obtain a copy of the License at
+
+ http://www.apache.org/licenses/LICENSE-2.0
+
+ Unless required by applicable law or agreed to in writing,
+ software distributed under the License is distributed on an
+ "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ KIND, either express or implied. See the License for the
+ specific language governing permissions and limitations
+ under the License.
+
+\end{comment}
+
\subsubsection{Binary-class Support Vector Machines}
\label{l2svm}
http://git-wip-us.apache.org/repos/asf/incubator-systemml/blob/dfd49fac/Algorithms Reference/Cox.tex
----------------------------------------------------------------------
diff --git a/Algorithms Reference/Cox.tex b/Algorithms Reference/Cox.tex
index 48613b7..a355df7 100644
--- a/Algorithms Reference/Cox.tex
+++ b/Algorithms Reference/Cox.tex
@@ -1,3 +1,24 @@
+\begin{comment}
+
+ Licensed to the Apache Software Foundation (ASF) under one
+ or more contributor license agreements. See the NOTICE file
+ distributed with this work for additional information
+ regarding copyright ownership. The ASF licenses this file
+ to you under the Apache License, Version 2.0 (the
+ "License"); you may not use this file except in compliance
+ with the License. You may obtain a copy of the License at
+
+ http://www.apache.org/licenses/LICENSE-2.0
+
+ Unless required by applicable law or agreed to in writing,
+ software distributed under the License is distributed on an
+ "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ KIND, either express or implied. See the License for the
+ specific language governing permissions and limitations
+ under the License.
+
+\end{comment}
+
\subsection{Cox Proportional Hazard Regression Model}
\noindent{\bf Description}
http://git-wip-us.apache.org/repos/asf/incubator-systemml/blob/dfd49fac/Algorithms Reference/DecisionTrees.tex
----------------------------------------------------------------------
diff --git a/Algorithms Reference/DecisionTrees.tex b/Algorithms Reference/DecisionTrees.tex
index 01418c7..cea26a4 100644
--- a/Algorithms Reference/DecisionTrees.tex
+++ b/Algorithms Reference/DecisionTrees.tex
@@ -1,3 +1,24 @@
+\begin{comment}
+
+ Licensed to the Apache Software Foundation (ASF) under one
+ or more contributor license agreements. See the NOTICE file
+ distributed with this work for additional information
+ regarding copyright ownership. The ASF licenses this file
+ to you under the Apache License, Version 2.0 (the
+ "License"); you may not use this file except in compliance
+ with the License. You may obtain a copy of the License at
+
+ http://www.apache.org/licenses/LICENSE-2.0
+
+ Unless required by applicable law or agreed to in writing,
+ software distributed under the License is distributed on an
+ "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ KIND, either express or implied. See the License for the
+ specific language governing permissions and limitations
+ under the License.
+
+\end{comment}
+
\subsection{Decision Trees}
\label{sec:decision_trees}
http://git-wip-us.apache.org/repos/asf/incubator-systemml/blob/dfd49fac/Algorithms Reference/DescriptiveBivarStats.tex
----------------------------------------------------------------------
diff --git a/Algorithms Reference/DescriptiveBivarStats.tex b/Algorithms Reference/DescriptiveBivarStats.tex
index 2fe872d..a2d3db1 100644
--- a/Algorithms Reference/DescriptiveBivarStats.tex
+++ b/Algorithms Reference/DescriptiveBivarStats.tex
@@ -1,3 +1,24 @@
+\begin{comment}
+
+ Licensed to the Apache Software Foundation (ASF) under one
+ or more contributor license agreements. See the NOTICE file
+ distributed with this work for additional information
+ regarding copyright ownership. The ASF licenses this file
+ to you under the Apache License, Version 2.0 (the
+ "License"); you may not use this file except in compliance
+ with the License. You may obtain a copy of the License at
+
+ http://www.apache.org/licenses/LICENSE-2.0
+
+ Unless required by applicable law or agreed to in writing,
+ software distributed under the License is distributed on an
+ "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ KIND, either express or implied. See the License for the
+ specific language governing permissions and limitations
+ under the License.
+
+\end{comment}
+
\subsection{Bivariate Statistics}
\noindent{\bf Description}
http://git-wip-us.apache.org/repos/asf/incubator-systemml/blob/dfd49fac/Algorithms Reference/DescriptiveStats.tex
----------------------------------------------------------------------
diff --git a/Algorithms Reference/DescriptiveStats.tex b/Algorithms Reference/DescriptiveStats.tex
index d471b50..5a59ad4 100644
--- a/Algorithms Reference/DescriptiveStats.tex
+++ b/Algorithms Reference/DescriptiveStats.tex
@@ -1,3 +1,24 @@
+\begin{comment}
+
+ Licensed to the Apache Software Foundation (ASF) under one
+ or more contributor license agreements. See the NOTICE file
+ distributed with this work for additional information
+ regarding copyright ownership. The ASF licenses this file
+ to you under the Apache License, Version 2.0 (the
+ "License"); you may not use this file except in compliance
+ with the License. You may obtain a copy of the License at
+
+ http://www.apache.org/licenses/LICENSE-2.0
+
+ Unless required by applicable law or agreed to in writing,
+ software distributed under the License is distributed on an
+ "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ KIND, either express or implied. See the License for the
+ specific language governing permissions and limitations
+ under the License.
+
+\end{comment}
+
\newcommand{\UnivarScriptName}{\texttt{\tt Univar-Stats.dml}}
\newcommand{\BivarScriptName}{\texttt{\tt bivar-stats.dml}}
http://git-wip-us.apache.org/repos/asf/incubator-systemml/blob/dfd49fac/Algorithms Reference/DescriptiveStratStats.tex
----------------------------------------------------------------------
diff --git a/Algorithms Reference/DescriptiveStratStats.tex b/Algorithms Reference/DescriptiveStratStats.tex
index 716cf35..be0cffd 100644
--- a/Algorithms Reference/DescriptiveStratStats.tex
+++ b/Algorithms Reference/DescriptiveStratStats.tex
@@ -1,3 +1,24 @@
+\begin{comment}
+
+ Licensed to the Apache Software Foundation (ASF) under one
+ or more contributor license agreements. See the NOTICE file
+ distributed with this work for additional information
+ regarding copyright ownership. The ASF licenses this file
+ to you under the Apache License, Version 2.0 (the
+ "License"); you may not use this file except in compliance
+ with the License. You may obtain a copy of the License at
+
+ http://www.apache.org/licenses/LICENSE-2.0
+
+ Unless required by applicable law or agreed to in writing,
+ software distributed under the License is distributed on an
+ "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ KIND, either express or implied. See the License for the
+ specific language governing permissions and limitations
+ under the License.
+
+\end{comment}
+
\subsection{Stratified Bivariate Statistics}
\noindent{\bf Description}
http://git-wip-us.apache.org/repos/asf/incubator-systemml/blob/dfd49fac/Algorithms Reference/DescriptiveUnivarStats.tex
----------------------------------------------------------------------
diff --git a/Algorithms Reference/DescriptiveUnivarStats.tex b/Algorithms Reference/DescriptiveUnivarStats.tex
index fcea4ec..5838e3e 100644
--- a/Algorithms Reference/DescriptiveUnivarStats.tex
+++ b/Algorithms Reference/DescriptiveUnivarStats.tex
@@ -1,3 +1,24 @@
+\begin{comment}
+
+ Licensed to the Apache Software Foundation (ASF) under one
+ or more contributor license agreements. See the NOTICE file
+ distributed with this work for additional information
+ regarding copyright ownership. The ASF licenses this file
+ to you under the Apache License, Version 2.0 (the
+ "License"); you may not use this file except in compliance
+ with the License. You may obtain a copy of the License at
+
+ http://www.apache.org/licenses/LICENSE-2.0
+
+ Unless required by applicable law or agreed to in writing,
+ software distributed under the License is distributed on an
+ "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ KIND, either express or implied. See the License for the
+ specific language governing permissions and limitations
+ under the License.
+
+\end{comment}
+
\subsection{Univariate Statistics}
\noindent{\bf Description}
http://git-wip-us.apache.org/repos/asf/incubator-systemml/blob/dfd49fac/Algorithms Reference/GLM.tex
----------------------------------------------------------------------
diff --git a/Algorithms Reference/GLM.tex b/Algorithms Reference/GLM.tex
index 92cef0a..8555a5b 100644
--- a/Algorithms Reference/GLM.tex
+++ b/Algorithms Reference/GLM.tex
@@ -1,3 +1,24 @@
+\begin{comment}
+
+ Licensed to the Apache Software Foundation (ASF) under one
+ or more contributor license agreements. See the NOTICE file
+ distributed with this work for additional information
+ regarding copyright ownership. The ASF licenses this file
+ to you under the Apache License, Version 2.0 (the
+ "License"); you may not use this file except in compliance
+ with the License. You may obtain a copy of the License at
+
+ http://www.apache.org/licenses/LICENSE-2.0
+
+ Unless required by applicable law or agreed to in writing,
+ software distributed under the License is distributed on an
+ "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ KIND, either express or implied. See the License for the
+ specific language governing permissions and limitations
+ under the License.
+
+\end{comment}
+
\subsection{Generalized Linear Models (GLM)}
\label{sec:GLM}
http://git-wip-us.apache.org/repos/asf/incubator-systemml/blob/dfd49fac/Algorithms Reference/GLMpredict.tex
----------------------------------------------------------------------
diff --git a/Algorithms Reference/GLMpredict.tex b/Algorithms Reference/GLMpredict.tex
index 7fb91c8..ceb249d 100644
--- a/Algorithms Reference/GLMpredict.tex
+++ b/Algorithms Reference/GLMpredict.tex
@@ -1,3 +1,24 @@
+\begin{comment}
+
+ Licensed to the Apache Software Foundation (ASF) under one
+ or more contributor license agreements. See the NOTICE file
+ distributed with this work for additional information
+ regarding copyright ownership. The ASF licenses this file
+ to you under the Apache License, Version 2.0 (the
+ "License"); you may not use this file except in compliance
+ with the License. You may obtain a copy of the License at
+
+ http://www.apache.org/licenses/LICENSE-2.0
+
+ Unless required by applicable law or agreed to in writing,
+ software distributed under the License is distributed on an
+ "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ KIND, either express or implied. See the License for the
+ specific language governing permissions and limitations
+ under the License.
+
+\end{comment}
+
\subsection{Regression Scoring and Prediction}
\noindent{\bf Description}
http://git-wip-us.apache.org/repos/asf/incubator-systemml/blob/dfd49fac/Algorithms Reference/KaplanMeier.tex
----------------------------------------------------------------------
diff --git a/Algorithms Reference/KaplanMeier.tex b/Algorithms Reference/KaplanMeier.tex
index 754f6c2..6ea6fbc 100644
--- a/Algorithms Reference/KaplanMeier.tex
+++ b/Algorithms Reference/KaplanMeier.tex
@@ -1,3 +1,24 @@
+\begin{comment}
+
+ Licensed to the Apache Software Foundation (ASF) under one
+ or more contributor license agreements. See the NOTICE file
+ distributed with this work for additional information
+ regarding copyright ownership. The ASF licenses this file
+ to you under the Apache License, Version 2.0 (the
+ "License"); you may not use this file except in compliance
+ with the License. You may obtain a copy of the License at
+
+ http://www.apache.org/licenses/LICENSE-2.0
+
+ Unless required by applicable law or agreed to in writing,
+ software distributed under the License is distributed on an
+ "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ KIND, either express or implied. See the License for the
+ specific language governing permissions and limitations
+ under the License.
+
+\end{comment}
+
\subsection{Kaplan-Meier Survival Analysis}
\label{sec:kaplan-meier}
http://git-wip-us.apache.org/repos/asf/incubator-systemml/blob/dfd49fac/Algorithms Reference/Kmeans.tex
----------------------------------------------------------------------
diff --git a/Algorithms Reference/Kmeans.tex b/Algorithms Reference/Kmeans.tex
index 0b8cbcd..2b5492c 100644
--- a/Algorithms Reference/Kmeans.tex
+++ b/Algorithms Reference/Kmeans.tex
@@ -1,3 +1,24 @@
+\begin{comment}
+
+ Licensed to the Apache Software Foundation (ASF) under one
+ or more contributor license agreements. See the NOTICE file
+ distributed with this work for additional information
+ regarding copyright ownership. The ASF licenses this file
+ to you under the Apache License, Version 2.0 (the
+ "License"); you may not use this file except in compliance
+ with the License. You may obtain a copy of the License at
+
+ http://www.apache.org/licenses/LICENSE-2.0
+
+ Unless required by applicable law or agreed to in writing,
+ software distributed under the License is distributed on an
+ "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ KIND, either express or implied. See the License for the
+ specific language governing permissions and limitations
+ under the License.
+
+\end{comment}
+
\subsection{K-Means Clustering}
\noindent{\bf Description}
http://git-wip-us.apache.org/repos/asf/incubator-systemml/blob/dfd49fac/Algorithms Reference/LinReg.tex
----------------------------------------------------------------------
diff --git a/Algorithms Reference/LinReg.tex b/Algorithms Reference/LinReg.tex
index 383971b..67273c2 100644
--- a/Algorithms Reference/LinReg.tex
+++ b/Algorithms Reference/LinReg.tex
@@ -1,3 +1,24 @@
+\begin{comment}
+
+ Licensed to the Apache Software Foundation (ASF) under one
+ or more contributor license agreements. See the NOTICE file
+ distributed with this work for additional information
+ regarding copyright ownership. The ASF licenses this file
+ to you under the Apache License, Version 2.0 (the
+ "License"); you may not use this file except in compliance
+ with the License. You may obtain a copy of the License at
+
+ http://www.apache.org/licenses/LICENSE-2.0
+
+ Unless required by applicable law or agreed to in writing,
+ software distributed under the License is distributed on an
+ "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ KIND, either express or implied. See the License for the
+ specific language governing permissions and limitations
+ under the License.
+
+\end{comment}
+
\subsection{Linear Regression}
\label{sec:LinReg}
http://git-wip-us.apache.org/repos/asf/incubator-systemml/blob/dfd49fac/Algorithms Reference/LogReg.tex
----------------------------------------------------------------------
diff --git a/Algorithms Reference/LogReg.tex b/Algorithms Reference/LogReg.tex
index 6693a01..43d4e15 100644
--- a/Algorithms Reference/LogReg.tex
+++ b/Algorithms Reference/LogReg.tex
@@ -1,3 +1,24 @@
+\begin{comment}
+
+ Licensed to the Apache Software Foundation (ASF) under one
+ or more contributor license agreements. See the NOTICE file
+ distributed with this work for additional information
+ regarding copyright ownership. The ASF licenses this file
+ to you under the Apache License, Version 2.0 (the
+ "License"); you may not use this file except in compliance
+ with the License. You may obtain a copy of the License at
+
+ http://www.apache.org/licenses/LICENSE-2.0
+
+ Unless required by applicable law or agreed to in writing,
+ software distributed under the License is distributed on an
+ "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ KIND, either express or implied. See the License for the
+ specific language governing permissions and limitations
+ under the License.
+
+\end{comment}
+
\subsection{Multinomial Logistic Regression}
\noindent{\bf Description}
http://git-wip-us.apache.org/repos/asf/incubator-systemml/blob/dfd49fac/Algorithms Reference/MultiSVM.tex
----------------------------------------------------------------------
diff --git a/Algorithms Reference/MultiSVM.tex b/Algorithms Reference/MultiSVM.tex
index 7c844f7..87880a9 100644
--- a/Algorithms Reference/MultiSVM.tex
+++ b/Algorithms Reference/MultiSVM.tex
@@ -1,3 +1,24 @@
+\begin{comment}
+
+ Licensed to the Apache Software Foundation (ASF) under one
+ or more contributor license agreements. See the NOTICE file
+ distributed with this work for additional information
+ regarding copyright ownership. The ASF licenses this file
+ to you under the Apache License, Version 2.0 (the
+ "License"); you may not use this file except in compliance
+ with the License. You may obtain a copy of the License at
+
+ http://www.apache.org/licenses/LICENSE-2.0
+
+ Unless required by applicable law or agreed to in writing,
+ software distributed under the License is distributed on an
+ "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ KIND, either express or implied. See the License for the
+ specific language governing permissions and limitations
+ under the License.
+
+\end{comment}
+
\subsubsection{Multi-class Support Vector Machines}
\label{msvm}
http://git-wip-us.apache.org/repos/asf/incubator-systemml/blob/dfd49fac/Algorithms Reference/NaiveBayes.tex
----------------------------------------------------------------------
diff --git a/Algorithms Reference/NaiveBayes.tex b/Algorithms Reference/NaiveBayes.tex
index 0f99c46..b5f721d 100644
--- a/Algorithms Reference/NaiveBayes.tex
+++ b/Algorithms Reference/NaiveBayes.tex
@@ -1,3 +1,24 @@
+\begin{comment}
+
+ Licensed to the Apache Software Foundation (ASF) under one
+ or more contributor license agreements. See the NOTICE file
+ distributed with this work for additional information
+ regarding copyright ownership. The ASF licenses this file
+ to you under the Apache License, Version 2.0 (the
+ "License"); you may not use this file except in compliance
+ with the License. You may obtain a copy of the License at
+
+ http://www.apache.org/licenses/LICENSE-2.0
+
+ Unless required by applicable law or agreed to in writing,
+ software distributed under the License is distributed on an
+ "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ KIND, either express or implied. See the License for the
+ specific language governing permissions and limitations
+ under the License.
+
+\end{comment}
+
\subsection{Naive Bayes}
\label{naive_bayes}
http://git-wip-us.apache.org/repos/asf/incubator-systemml/blob/dfd49fac/Algorithms Reference/PCA.tex
----------------------------------------------------------------------
diff --git a/Algorithms Reference/PCA.tex b/Algorithms Reference/PCA.tex
index f85879d..5895502 100644
--- a/Algorithms Reference/PCA.tex
+++ b/Algorithms Reference/PCA.tex
@@ -1,3 +1,24 @@
+\begin{comment}
+
+ Licensed to the Apache Software Foundation (ASF) under one
+ or more contributor license agreements. See the NOTICE file
+ distributed with this work for additional information
+ regarding copyright ownership. The ASF licenses this file
+ to you under the Apache License, Version 2.0 (the
+ "License"); you may not use this file except in compliance
+ with the License. You may obtain a copy of the License at
+
+ http://www.apache.org/licenses/LICENSE-2.0
+
+ Unless required by applicable law or agreed to in writing,
+ software distributed under the License is distributed on an
+ "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ KIND, either express or implied. See the License for the
+ specific language governing permissions and limitations
+ under the License.
+
+\end{comment}
+
\subsection{Principle Component Analysis}
\label{pca}
http://git-wip-us.apache.org/repos/asf/incubator-systemml/blob/dfd49fac/Algorithms Reference/RandomForest.tex
----------------------------------------------------------------------
diff --git a/Algorithms Reference/RandomForest.tex b/Algorithms Reference/RandomForest.tex
index 5539391..f9b47f3 100644
--- a/Algorithms Reference/RandomForest.tex
+++ b/Algorithms Reference/RandomForest.tex
@@ -1,3 +1,24 @@
+\begin{comment}
+
+ Licensed to the Apache Software Foundation (ASF) under one
+ or more contributor license agreements. See the NOTICE file
+ distributed with this work for additional information
+ regarding copyright ownership. The ASF licenses this file
+ to you under the Apache License, Version 2.0 (the
+ "License"); you may not use this file except in compliance
+ with the License. You may obtain a copy of the License at
+
+ http://www.apache.org/licenses/LICENSE-2.0
+
+ Unless required by applicable law or agreed to in writing,
+ software distributed under the License is distributed on an
+ "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ KIND, either express or implied. See the License for the
+ specific language governing permissions and limitations
+ under the License.
+
+\end{comment}
+
\subsection{Random Forests}
\label{random_forests}
http://git-wip-us.apache.org/repos/asf/incubator-systemml/blob/dfd49fac/Algorithms Reference/StepGLM.tex
----------------------------------------------------------------------
diff --git a/Algorithms Reference/StepGLM.tex b/Algorithms Reference/StepGLM.tex
index 2afcf59..3869990 100644
--- a/Algorithms Reference/StepGLM.tex
+++ b/Algorithms Reference/StepGLM.tex
@@ -1,3 +1,24 @@
+\begin{comment}
+
+ Licensed to the Apache Software Foundation (ASF) under one
+ or more contributor license agreements. See the NOTICE file
+ distributed with this work for additional information
+ regarding copyright ownership. The ASF licenses this file
+ to you under the Apache License, Version 2.0 (the
+ "License"); you may not use this file except in compliance
+ with the License. You may obtain a copy of the License at
+
+ http://www.apache.org/licenses/LICENSE-2.0
+
+ Unless required by applicable law or agreed to in writing,
+ software distributed under the License is distributed on an
+ "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ KIND, either express or implied. See the License for the
+ specific language governing permissions and limitations
+ under the License.
+
+\end{comment}
+
\subsection{Stepwise Generalized Linear Regression}
\noindent{\bf Description}
http://git-wip-us.apache.org/repos/asf/incubator-systemml/blob/dfd49fac/Algorithms Reference/StepLinRegDS.tex
----------------------------------------------------------------------
diff --git a/Algorithms Reference/StepLinRegDS.tex b/Algorithms Reference/StepLinRegDS.tex
index 8adf486..8c29fb1 100644
--- a/Algorithms Reference/StepLinRegDS.tex
+++ b/Algorithms Reference/StepLinRegDS.tex
@@ -1,3 +1,24 @@
+\begin{comment}
+
+ Licensed to the Apache Software Foundation (ASF) under one
+ or more contributor license agreements. See the NOTICE file
+ distributed with this work for additional information
+ regarding copyright ownership. The ASF licenses this file
+ to you under the Apache License, Version 2.0 (the
+ "License"); you may not use this file except in compliance
+ with the License. You may obtain a copy of the License at
+
+ http://www.apache.org/licenses/LICENSE-2.0
+
+ Unless required by applicable law or agreed to in writing,
+ software distributed under the License is distributed on an
+ "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ KIND, either express or implied. See the License for the
+ specific language governing permissions and limitations
+ under the License.
+
+\end{comment}
+
\subsection{Stepwise Linear Regression}
\noindent{\bf Description}
http://git-wip-us.apache.org/repos/asf/incubator-systemml/blob/dfd49fac/Algorithms Reference/SystemML_Algorithms_Reference.tex
----------------------------------------------------------------------
diff --git a/Algorithms Reference/SystemML_Algorithms_Reference.tex b/Algorithms Reference/SystemML_Algorithms_Reference.tex
index 19988fe..75308c9 100644
--- a/Algorithms Reference/SystemML_Algorithms_Reference.tex
+++ b/Algorithms Reference/SystemML_Algorithms_Reference.tex
@@ -1,3 +1,24 @@
+\begin{comment}
+
+ Licensed to the Apache Software Foundation (ASF) under one
+ or more contributor license agreements. See the NOTICE file
+ distributed with this work for additional information
+ regarding copyright ownership. The ASF licenses this file
+ to you under the Apache License, Version 2.0 (the
+ "License"); you may not use this file except in compliance
+ with the License. You may obtain a copy of the License at
+
+ http://www.apache.org/licenses/LICENSE-2.0
+
+ Unless required by applicable law or agreed to in writing,
+ software distributed under the License is distributed on an
+ "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ KIND, either express or implied. See the License for the
+ specific language governing permissions and limitations
+ under the License.
+
+\end{comment}
+
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